{"as_of":"2026-08-09T09:10:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0f9ddad8243d84e9ef68afd0c0621bc2d52790071d4633df6396bf15a0c17f14","coverage":[{"denominator":114,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T14:13:38.404452Z","state":"measured"},{"denominator":114,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":114,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":14,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":14,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T22:10:29.042261Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-06-28T20:22:37.793072Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-08-06T22:10:29.042261Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.arXiv preprint arXiv:2502.06975,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.22355","last_updated":"2025-07-07T15:42:11Z","snapshot_observed_at":"2026-08-07T04:25:28.195802Z","submitted_at":"2025-06-27T16:05:34Z","title":"Embodied AI Agents: Modeling the World","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T22:10:29.042261Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2506.22355"},"observation_digest":"sha256:c356802b293cae24ba60d1534db5ef36ae40ecfb18871b3b2c920ed616e0946f","observation_id":"ccd9310b-f7f6-4617-88ad-c42d4b5f94a2","resolution":{"observed_at":"2026-08-06T22:10:29.042261Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-08-06T20:43:21.278758Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.02097","last_updated":"2026-06-28T08:31:01Z","snapshot_observed_at":"2026-08-08T08:48:28.977566Z","submitted_at":"2025-07-02T19:25:44Z","title":"The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems","version":3},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-06T20:43:21.278758Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2507.02097"},"observation_digest":"sha256:8348e2a6901d4cf09bc22451a06723b3662ff5cda1f3ae870217c4e974b632d3","observation_id":"6e40c128-76c5-4448-9962-e955b9861103","resolution":{"observed_at":"2026-08-06T20:43:21.278758Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":"2502.06975","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-06-28T20:22:37.793072Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975","venue":null,"work_id":"8914fd51-2555-4fb9-9478-9bf40b0d6c98","year":2025},"citing_paper":{"arxiv_id":"2507.07957","last_updated":"2025-07-10T17:40:11Z","snapshot_observed_at":"2026-08-06T11:34:56.054509Z","submitted_at":"2025-07-10T17:40:11Z","title":"MIRIX: Multi-Agent Memory System for LLM-Based Agents","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-15T05:57:52.610922Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2507.07957"},"observation_digest":"sha256:9f8fe2fecd7fb94ea4dae7a9d2cf33fb0f6d33a3ab5c957ca90c3e75b6bb9a03","observation_id":"179bd8e6-371c-41ba-b347-8c7fd890a276","resolution":{"observed_at":"2026-05-15T05:57:52.677853Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-08-05T20:15:53.242583Z","title":"Position: Episodic memory is the missing piece for long-term llm agents","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.10824","last_updated":"2025-08-16T03:17:35Z","snapshot_observed_at":"2026-08-06T02:00:57.019893Z","submitted_at":"2025-08-14T16:48:38Z","title":"Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures","version":2},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-05T20:15:53.242583Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2508.10824"},"observation_digest":"sha256:d6ab2f2f39cb200f5bf4e1ce1d2a05795e01f061b6cd05319bf5de34939b1661","observation_id":"3e6fabcd-2ef7-4f45-ac90-37d04d26d226","resolution":{"observed_at":"2026-08-05T20:15:53.242583Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":"2502.06975","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-06-28T20:22:37.793072Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975","venue":null,"work_id":"8914fd51-2555-4fb9-9478-9bf40b0d6c98","year":2025},"citing_paper":{"arxiv_id":"2603.12572","last_updated":"2026-08-03T10:01:54Z","snapshot_observed_at":"2026-08-06T23:30:49.080134Z","submitted_at":"2026-03-13T02:09:57Z","title":"LMEB: Long-horizon Memory Embedding Benchmark","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-15T12:26:08.190349Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2603.12572"},"observation_digest":"sha256:224b39ed282f962400ec0eef861756e2dac55820c427ca5b80b44ac4026b8de6","observation_id":"84aa9faf-790a-4cc2-8c1c-fe80d31a78be","resolution":{"observed_at":"2026-05-15T12:30:00.390935Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-08-02T18:20:59.039944Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.12572","last_updated":"2026-08-03T10:01:54Z","snapshot_observed_at":"2026-08-06T23:30:49.080134Z","submitted_at":"2026-03-13T02:09:57Z","title":"LMEB: Long-horizon Memory Embedding Benchmark","version":5},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-02T18:20:59.039944Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2603.12572"},"observation_digest":"sha256:cb52c5480739910803ed9cd878c79e1cfb93a8b3ca0150302c7e955e069f74db","observation_id":"700c56ba-faeb-4d5b-b3e0-24179202e2c7","resolution":{"observed_at":"2026-08-02T18:20:59.039944Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-08-04T05:49:09.870462Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.12572","last_updated":"2026-08-03T10:01:54Z","snapshot_observed_at":"2026-08-06T23:30:49.080134Z","submitted_at":"2026-03-13T02:09:57Z","title":"LMEB: Long-horizon Memory Embedding Benchmark","version":6},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-04T05:49:09.870462Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2603.12572"},"observation_digest":"sha256:00da5ba2cfe1673eefb61e8364377102254a46942c99a04375c9f2369c2fe508","observation_id":"8931e35a-0ac7-4f4a-8f29-2b4a18762b24","resolution":{"observed_at":"2026-08-04T05:49:09.870462Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-07-13T19:45:45.674967Z","title":"Position: Episodic memory is the missing piece for long-term llm agents.arXiv preprint arXiv:2502.06975, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.23234","last_updated":"2026-05-28T08:28:11Z","snapshot_observed_at":"2026-07-13T19:45:44.996221Z","submitted_at":"2026-03-24T14:05:47Z","title":"MemCollab: Cross-Model Memory Collaboration via Contrastive Trajectory Distillation","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-13T19:45:45.674967Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2603.23234"},"observation_digest":"sha256:faa7cb8ffc9bf5353968531db41c555097bf8b01e3563e0de8c6fa3d6fb5f44f","observation_id":"7d88d616-6a8a-458d-b465-ed5fbf2efb3f","resolution":{"observed_at":"2026-07-13T19:45:45.674967Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":"2502.06975","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-06-28T20:22:37.793072Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975","venue":null,"work_id":"8914fd51-2555-4fb9-9478-9bf40b0d6c98","year":2025},"citing_paper":{"arxiv_id":"2604.17658","last_updated":"2026-04-19T23:13:05Z","snapshot_observed_at":"2026-08-05T21:09:42.579702Z","submitted_at":"2026-04-19T23:13:05Z","title":"Towards Self-Improving Error Diagnosis in Multi-Agent Systems","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-05-10T04:47:22.665362Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2604.17658"},"observation_digest":"sha256:4c97f7e1b3d45cb85c63bed764361e421b7a2f833a391c60dd3277bb97efaf44","observation_id":"3c11edb1-bb23-4576-bd70-29a771cb96b2","resolution":{"observed_at":"2026-05-10T11:35:19.352145Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":"2502.06975","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-06-28T20:22:37.793072Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975","venue":null,"work_id":"8914fd51-2555-4fb9-9478-9bf40b0d6c98","year":2025},"citing_paper":{"arxiv_id":"2604.22085","last_updated":"2026-04-23T21:34:36Z","snapshot_observed_at":"2026-07-06T23:08:33.204647Z","submitted_at":"2026-04-23T21:34:36Z","title":"Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-09T21:07:41.744430Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2604.22085"},"observation_digest":"sha256:f2bdba3e52d3cb5ad37c3143c21d9c686bd7fb2c34ace6011fa989e820f05e86","observation_id":"1aa6cea2-b600-4fb8-9e2b-06e14efecc22","resolution":{"observed_at":"2026-05-11T14:46:07.277985Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":"2502.06975","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-06-28T20:22:37.793072Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975","venue":null,"work_id":"8914fd51-2555-4fb9-9478-9bf40b0d6c98","year":2025},"citing_paper":{"arxiv_id":"2605.00356","last_updated":"2026-05-01T02:33:50Z","snapshot_observed_at":"2026-08-07T08:20:39.728402Z","submitted_at":"2026-05-01T02:33:50Z","title":"MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-09T19:48:28.975899Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2605.00356"},"observation_digest":"sha256:94c9b274a7c8a32ea60851a6bfce0de588f185578229c292c0911d87e7f5ad09","observation_id":"d5573d9f-63c8-4ad5-9795-b9f93dd8c51e","resolution":{"observed_at":"2026-05-11T15:31:09.895376Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":"2502.06975","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-06-28T20:22:37.793072Z","title":"Position: Episodic memory is the missing piece for long-term LLM agents.CoRR, abs/2502.06975","venue":null,"work_id":"8914fd51-2555-4fb9-9478-9bf40b0d6c98","year":2025},"citing_paper":{"arxiv_id":"2606.00832","last_updated":"2026-05-30T18:08:51Z","snapshot_observed_at":"2026-07-06T23:41:30.158879Z","submitted_at":"2026-05-30T18:08:51Z","title":"Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-06-28T18:44:12.893087Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2606.00832"},"observation_digest":"sha256:2fd3c2ce83799337225afc262ec7d690f883c46e8ee370d4e37e6591e84fbd37","observation_id":"53989283-e4ad-4d82-aaa2-39a1adfe0417","resolution":{"observed_at":"2026-06-28T20:22:37.795380Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-08-02T13:56:32.658211Z","title":"Position: Episodic memory is the missing piece for long-term llm agents.arXiv preprint arXiv:2502.06975, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.21604","last_updated":"2026-05-15T16:29:36Z","snapshot_observed_at":"2026-08-09T00:30:29.280235Z","submitted_at":"2026-05-15T16:29:36Z","title":"AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-02T13:56:32.658211Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2607.21604"},"observation_digest":"sha256:6acd6790acb064a284417901bbdce81ee1010e1bfb35cd1c2e0e1a388470f9fa","observation_id":"36ff04e8-50c8-4bbe-b94e-34a0b4620d9c","resolution":{"observed_at":"2026-08-02T13:56:32.658211Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06975","snapshot_observed_at":"2026-07-30T15:27:16.699822Z","title":"Position: Episodic memory is the missing piece for long-term llm agents,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23702","last_updated":"2026-07-26T14:49:07Z","snapshot_observed_at":"2026-08-06T16:24:25.141289Z","submitted_at":"2026-07-26T14:49:07Z","title":"Try Once, Then Optimal: De-Redundified Procedure Memory for Cross-Episode Exploration Amortization","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-30T15:27:16.699822Z"},"links":{"cited_paper":"/paper/2502.06975","citing_paper":"/paper/2607.23702"},"observation_digest":"sha256:5f491732b6e614bee63d15c4cbb186cd0ac752db8bf47ea16b7fe507326c88f7","observation_id":"cf195554-bcd4-4a9c-a888-e64612a2d908","resolution":{"observed_at":"2026-07-30T15:27:16.699822Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2502.06975/citation-record","integrity":"/paper/2502.06975/integrity","json":"/paper/2502.06975/citation-record.json","paper":"/paper/2502.06975"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.918931Z","title":"Mnemosyne: Parallelization strategies for efficiently serving multi-million context length llm inference requests without approximations, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.918931Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:9efbfc07bede7913bdc7f8e875e53c0ce6c47204bcc915aab90729a32451b6f6","observation_id":"e58cc25a-58bb-453d-a9df-ae8bb49f0d3a","resolution":{"observed_at":"2026-08-08T14:13:37.918931Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.925301Z","title":"Forgetting transformer: Softmax attention with a forget gate","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.925301Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:98546a877e4c6bc9d592140760edc73f8a7990f84530ef2e6e7c2d921016e4b8","observation_id":"61bb4ede-df3a-477e-aaa9-04167fc435c4","resolution":{"observed_at":"2026-08-08T14:13:37.925301Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2201.12604","last_updated":"2022-05-10T09:32:26Z","snapshot_observed_at":"2026-08-08T23:51:11.208323Z","submitted_at":"2022-01-29T15:15:23Z","title":"Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2201.12604","snapshot_observed_at":"2026-08-08T14:13:37.930090Z","title":"Learning fast, learning slow: A general continual learning method based on complementary learning system, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.930090Z"},"links":{"cited_paper":"/paper/2201.12604","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:41a1681f6dc93d59777a7d234a6cd4bb86ded34b8f08dd52ab23841e2d0251f2","observation_id":"464c7f13-9e3d-4655-9121-3abe381ab482","resolution":{"observed_at":"2026-08-08T14:13:37.930090Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.935381Z","title":null,"venue":null,"work_id":null,"year":1986},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.935381Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:7c24cb1bced3af180a8ca7fa5249e7b868a49d40aa2a5ac02c2c6118302cb817","observation_id":"4fa49a25-b288-4f1d-8145-22457d2022f1","resolution":{"observed_at":"2026-08-08T14:13:37.935381Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.940284Z","title":null,"venue":null,"work_id":null,"year":1974},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.940284Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:2ad2cdaabec9f85636cc0947f66f71561aed677d11ede42896ed33689ce20885","observation_id":"01be9010-d2bf-4e8c-a6f3-3c35977b2d29","resolution":{"observed_at":"2026-08-08T14:13:37.940284Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.00663","last_updated":"2024-12-31T22:32:03Z","snapshot_observed_at":"2026-08-07T09:00:33.558814Z","submitted_at":"2024-12-31T22:32:03Z","title":"Titans: Learning to Memorize at Test Time","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.00663","snapshot_observed_at":"2026-08-08T14:13:37.945018Z","title":"Titans: Learning to memorize at test time, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.945018Z"},"links":{"cited_paper":"/paper/2501.00663","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:3054a7a785ecf50ba97d80a8523a6f5c453bd927ccfd80b62aa29e4431a307be","observation_id":"2331b5e8-fa42-4c48-b6a2-fe99afb174b0","resolution":{"observed_at":"2026-08-08T14:13:37.945018Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.09764","last_updated":"2024-12-20T17:36:52Z","snapshot_observed_at":"2026-08-06T02:00:43.818545Z","submitted_at":"2024-12-12T23:56:57Z","title":"Memory Layers at Scale","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.09764","snapshot_observed_at":"2026-08-08T14:13:37.950838Z","title":"Memory layers at scale, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.950838Z"},"links":{"cited_paper":"/paper/2412.09764","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:718af59e92483f9d74eb70630b8c56b4ebc30e06ed389c3e6bf79c02919ef210","observation_id":"24b3b3aa-0530-47d8-bd9b-f803dedc0a43","resolution":{"observed_at":"2026-08-08T14:13:37.950838Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.12288","last_updated":"2024-05-26T17:45:21Z","snapshot_observed_at":"2026-08-08T21:15:49.602751Z","submitted_at":"2023-09-21T17:52:19Z","title":"The Reversal Curse: LLMs trained on \"A is B\" fail to learn \"B is A\"","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.12288","snapshot_observed_at":"2026-08-08T14:13:37.955955Z","title":"a is b\" fail to learn","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.955955Z"},"links":{"cited_paper":"/paper/2309.12288","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:8f0634890032d4a3da3859072ac6952b034a80d4a30abfeda71cc5f15e480764","observation_id":"96ee247f-0cdb-4672-923d-7995a7e671b0","resolution":{"observed_at":"2026-08-08T14:13:37.955955Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1506.02075","last_updated":"2015-06-05T21:48:39Z","snapshot_observed_at":"2026-08-08T12:53:14.608397Z","submitted_at":"2015-06-05T21:48:39Z","title":"Large-scale Simple Question Answering with Memory Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1506.02075","snapshot_observed_at":"2026-08-08T14:13:37.960747Z","title":"Large-scale simple question answering with memory networks, 2015","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.960747Z"},"links":{"cited_paper":"/paper/1506.02075","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:d1fa0453dee6a58d0df8499a8147d10231cb485fc0179e8dc204c4a72bf57c8a","observation_id":"6dad882d-1c88-4198-b3f4-5ddb9822b142","resolution":{"observed_at":"2026-08-08T14:13:37.960747Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.12981","last_updated":"2024-05-21T17:59:29Z","snapshot_observed_at":"2026-08-02T00:33:35.724101Z","submitted_at":"2024-05-21T17:59:29Z","title":"Reducing Transformer Key-Value Cache Size with Cross-Layer Attention","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.12981","snapshot_observed_at":"2026-08-08T14:13:37.965936Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.965936Z"},"links":{"cited_paper":"/paper/2405.12981","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:c6364cfa5a8e3c8e0a10550d03e8c62031def032ebadca920fe1d39af3738168","observation_id":"d4937893-d0a2-45b9-8c82-11ad5be1b371","resolution":{"observed_at":"2026-08-08T14:13:37.965936Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2207.06881","last_updated":"2022-12-08T12:34:16Z","snapshot_observed_at":"2026-08-07T05:49:25.435910Z","submitted_at":"2022-07-14T13:00:22Z","title":"Recurrent Memory Transformer","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2207.06881","snapshot_observed_at":"2026-08-08T14:13:37.971636Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.971636Z"},"links":{"cited_paper":"/paper/2207.06881","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:9cbe8c7ef7ceac5be28b16704d338d99c0b8f1ed98ab319ad765f749129c257d","observation_id":"ee9c974a-4549-4991-b28e-c90f7730c67f","resolution":{"observed_at":"2026-08-08T14:13:37.971636Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.08164","last_updated":"2021-09-08T20:44:44Z","snapshot_observed_at":"2026-08-07T07:18:37.623241Z","submitted_at":"2021-04-16T15:24:42Z","title":"Editing Factual Knowledge in Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.08164","snapshot_observed_at":"2026-08-08T14:13:37.976440Z","title":"D., Aziz, W., and Titov, I","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.976440Z"},"links":{"cited_paper":"/paper/2104.08164","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:fa26770ce355c8d43c64dd6fcba4816908bc2b4060eeaaa50e481edf104e3e78","observation_id":"d474a308-a51a-4d32-a5c3-3e2f52ad4918","resolution":{"observed_at":"2026-08-08T14:13:37.976440Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.981279Z","title":"Lift yourself up: Retrieval-augmented text generation with self-memory","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.981279Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:c722bf31ffa9c57a6d1eb7469fd1cf223d6c5853393f98c568a80a03e15d7f18","observation_id":"48aa907b-0363-4d0a-8400-4550bf03319d","resolution":{"observed_at":"2026-08-08T14:13:37.981279Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.985925Z","title":"knowing how","venue":null,"work_id":null,"year":1980},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.985925Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:9c1f88640535e5ed4fe5b7b83493f933c538ecb9f30e5e52a201fcc24df47fcd","observation_id":"1b644aab-6eb8-4d7f-95cb-dfce1f7f2930","resolution":{"observed_at":"2026-08-08T14:13:37.985925Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.990505Z","title":"Understanding memory through hippocampal remapping","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.990505Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:c73bf1897d8a346d165d262eb9809cd4e5498915eb10c661a88404f6c43e3fca","observation_id":"083d0bf3-15e5-4f6f-a7b6-99c0d48ea788","resolution":{"observed_at":"2026-08-08T14:13:37.990505Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.995091Z","title":null,"venue":null,"work_id":null,"year":1969},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.995091Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:3ee77385c702bd8f3e28679616e76d8cfb667e6721b89b82f9dcaaf12caf168f","observation_id":"cba53cd1-8ffd-4aad-b646-5b54474b94e6","resolution":{"observed_at":"2026-08-08T14:13:37.995091Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:37.999658Z","title":"Sensory–perceptual episodic memory and its context: Autobiographical memory","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:37.999658Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:c61dea8f77ba652ae01417b1511dc16b52ddf05eecff076c976c191b1dc6c729","observation_id":"6cbfaabc-3054-43bb-b330-677b5dbe3c90","resolution":{"observed_at":"2026-08-08T14:13:37.999658Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.004358Z","title":"Transformer- XL : Attentive language models beyond a fixed-length context","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.004358Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:7acfe8947c86dc96b9dde99754c3f6f8f4fa0de6676333e3b99c50add07d7cee","observation_id":"20c60b5c-8753-413f-9f29-35fe03241865","resolution":{"observed_at":"2026-08-08T14:13:38.004358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.11901","last_updated":"2024-08-21T22:54:47Z","snapshot_observed_at":"2026-07-06T17:46:25.142387Z","submitted_at":"2024-03-18T16:01:42Z","title":"Larimar: Large Language Models with Episodic Memory Control","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.11901","snapshot_observed_at":"2026-08-08T14:13:38.009083Z","title":"Larimar: Large language models with episodic memory control, 2024 a","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.009083Z"},"links":{"cited_paper":"/paper/2403.11901","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:0319992864c4463a784fb8232e4567ea78b8ced6e77c19d2ec9e9a3e6a34f97e","observation_id":"dda8c32c-8f30-4dda-bbc9-b874385137e1","resolution":{"observed_at":"2026-08-08T14:13:38.009083Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.014445Z","title":"Larimar: Large language models with episodic memory control","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.014445Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:ca40aecb330ee82deed80a4ef6e9e52e8cf3040dd2d2792a39c0d54ad405f0f4","observation_id":"9c6078e2-1383-40de-b74c-3db0df80e896","resolution":{"observed_at":"2026-08-08T14:13:38.014445Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.06219","last_updated":"2024-11-12T08:18:45Z","snapshot_observed_at":"2026-08-04T21:43:58.550650Z","submitted_at":"2024-05-10T03:06:24Z","title":"SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.06219","snapshot_observed_at":"2026-08-08T14:13:38.019187Z","title":"Skvq: Sliding-window key and value cache quantization for large language models, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.019187Z"},"links":{"cited_paper":"/paper/2405.06219","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:303d7d584b45a3be1e7e782ea1bf6aebae66bfee856307b60b8c2b71a01128f0","observation_id":"00067a60-19fe-4def-932b-f7cb71f6d53c","resolution":{"observed_at":"2026-08-08T14:13:38.019187Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16130","last_updated":"2025-02-19T10:49:41Z","snapshot_observed_at":"2026-07-06T18:05:11.700127Z","submitted_at":"2024-04-24T18:38:11Z","title":"From Local to Global: A Graph RAG Approach to Query-Focused Summarization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16130","snapshot_observed_at":"2026-08-08T14:13:38.024552Z","title":"From local to global: A graph rag approach to query-focused summarization, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.024552Z"},"links":{"cited_paper":"/paper/2404.16130","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:61b2150824c2f7633e343853f90b696d713106515ec45f3f5dba3e72e283ed9c","observation_id":"4b7f666b-d535-4a7b-a343-7bf47a557049","resolution":{"observed_at":"2026-08-08T14:13:38.024552Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.030838Z","title":"The hippocampus as a cognitive map","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.030838Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:743993b455a6b2a61372582abf692f2476af45d3e940a6e81e0f9891c45c6ea2","observation_id":"dac8c07b-b627-42d0-83ae-a79962339555","resolution":{"observed_at":"2026-08-08T14:13:38.030838Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.035719Z","title":"and Cohen, N","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.035719Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:eca6527c95c0ff92f88451487c717210907b31c36c9a29c021ea08dbcbfe0ae1","observation_id":"d9149852-e32b-4812-a830-1bc0c286cdd2","resolution":{"observed_at":"2026-08-08T14:13:38.035719Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.041009Z","title":"A., Oomerjee, A., Christopoulou, F., Lampouras, G., Bou-Ammar, H., and Wang, J","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.041009Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:2bd70211c1bdf5f068b9fa3c6af9188aa0b44165789c856d8b0a88c54e4920b3","observation_id":"f571a9cf-3cf4-4cc6-a94f-46147426f077","resolution":{"observed_at":"2026-08-08T14:13:38.041009Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.14627","last_updated":"2023-10-31T15:04:35Z","snapshot_observed_at":"2026-08-07T16:43:54.797998Z","submitted_at":"2023-05-24T01:53:49Z","title":"Enabling Large Language Models to Generate Text with Citations","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.14627","snapshot_observed_at":"2026-08-08T14:13:38.045601Z","title":"Enabling large language models to generate text with citations, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.045601Z"},"links":{"cited_paper":"/paper/2305.14627","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:0b9e817cbfb575dd060ad6bc37f5c8c061f3db4406c102384b33b8e19bde9aa7","observation_id":"09dae333-a79a-49c2-a9fe-542b55606cbe","resolution":{"observed_at":"2026-08-08T14:13:38.045601Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.01801","last_updated":"2024-10-29T18:26:09Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-03T05:17:08Z","title":"Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.01801","snapshot_observed_at":"2026-08-08T14:13:38.050445Z","title":"Model tells you what to discard: Adaptive kv cache compression for llms, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.050445Z"},"links":{"cited_paper":"/paper/2310.01801","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:c24fc091c302dec43b431b098f76f3e357060ef529fa02066a568fdbbb650259","observation_id":"504becca-d38f-4f73-9ece-d66d981c8750","resolution":{"observed_at":"2026-08-08T14:13:38.050445Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.12077","last_updated":"2024-07-16T18:00:00Z","snapshot_observed_at":"2026-07-06T18:47:25.751118Z","submitted_at":"2024-07-16T18:00:00Z","title":"GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.12077","snapshot_observed_at":"2026-08-08T14:13:38.055847Z","title":"Goldfinch: High performance rwkv/transformer hybrid with linear pre-fill and extreme kv-cache compression, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.055847Z"},"links":{"cited_paper":"/paper/2407.12077","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:598920dba84a686eeea34969b02c8016f4783e4169d61b10400871a1dff5f515","observation_id":"33ed1436-33a4-46ea-affb-b20ed489d39d","resolution":{"observed_at":"2026-08-08T14:13:38.055847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1410.5401","last_updated":"2014-12-10T16:01:39Z","snapshot_observed_at":"2026-08-01T22:22:04.725773Z","submitted_at":"2014-10-20T19:28:26Z","title":"Neural Turing Machines","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1410.5401","snapshot_observed_at":"2026-08-08T14:13:38.060567Z","title":"Neural turing machines, 2014","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.060567Z"},"links":{"cited_paper":"/paper/1410.5401","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:8b8957208f9bbba2ec363f893e9be599f46ca8c46afb352bc2b093a21c1a6d11","observation_id":"04712368-3cee-41d8-8de1-c2db9879e425","resolution":{"observed_at":"2026-08-08T14:13:38.060567Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.065358Z","title":"G., Grefenstette, E., Ramalho, T., Agapiou, J., et al","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.065358Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:8638315562d9181845708aefd8dac2ca70ee5910a489b9fa823eb4374d6b2bcd","observation_id":"5993c96c-1744-4a63-b0f4-45bd95f6142a","resolution":{"observed_at":"2026-08-08T14:13:38.065358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.00752","last_updated":"2024-05-31T17:55:27Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-01T18:01:34Z","title":"Mamba: Linear-Time Sequence Modeling with Selective State Spaces","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.00752","snapshot_observed_at":"2026-08-08T14:13:38.070431Z","title":"and Dao, T","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.070431Z"},"links":{"cited_paper":"/paper/2312.00752","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:388150bfc6e2ca40f07da55c9fdba37b4ceaf8fb6b630249b168dbe9a99587e6","observation_id":"079c498f-da88-4f2b-97e8-1e6ffcc40585","resolution":{"observed_at":"2026-08-08T14:13:38.070431Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.07453","last_updated":"2024-06-10T17:50:14Z","snapshot_observed_at":"2026-08-06T16:18:25.129284Z","submitted_at":"2024-01-15T03:57:15Z","title":"Model Editing at Scale leads to Gradual and Catastrophic Forgetting","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.07453","snapshot_observed_at":"2026-08-08T14:13:38.075538Z","title":"Model editing at scale leads to gradual and catastrophic forgetting, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.075538Z"},"links":{"cited_paper":"/paper/2401.07453","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:d8d9dcd163c56c4618b4ff3364623cbdbf2ce9617b42cb229149ab7d756632e7","observation_id":"3f497e2d-944c-4744-a67e-afe3d7aa8839","resolution":{"observed_at":"2026-08-08T14:13:38.075538Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.14831","last_updated":"2025-01-14T16:17:49Z","snapshot_observed_at":"2026-08-03T19:58:11.834807Z","submitted_at":"2024-05-23T17:47:55Z","title":"HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.14831","snapshot_observed_at":"2026-08-08T14:13:38.081249Z","title":"J., Shu, Y., Gu, Y., Yasunaga, M., and Su, Y","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.081249Z"},"links":{"cited_paper":"/paper/2405.14831","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:41e96c28366e3b986bff20f6c63d6e1c7adc5db262bbbc5432b50959eb10e6b3","observation_id":"20d0b06c-1366-442d-9281-be70704ace89","resolution":{"observed_at":"2026-08-08T14:13:38.081249Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.086834Z","title":"and Schwartz, B","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.086834Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:540bc785dad6daaab87d9480bc0bcd920f7af82c361852d85f3bd0b9d3a429b9","observation_id":"1136df10-4634-4384-a073-86790880500f","resolution":{"observed_at":"2026-08-08T14:13:38.086834Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.091276Z","title":"LM -infinite: Zero-shot extreme length generalization for large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.091276Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:af4b90e3b7f56a72cc7787f1a3f59a020e29413b1f1e59f9c5f5f8c76e0bc799","observation_id":"be1fa527-ce15-46b7-baf4-6c1e0d7132b6","resolution":{"observed_at":"2026-08-08T14:13:38.091276Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.18079","last_updated":"2025-05-28T18:58:29Z","snapshot_observed_at":"2026-08-09T08:05:16.511956Z","submitted_at":"2024-01-31T18:58:14Z","title":"KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.18079","snapshot_observed_at":"2026-08-08T14:13:38.095954Z","title":"W., Shao, Y","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.095954Z"},"links":{"cited_paper":"/paper/2401.18079","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:0ce1b01811f80d0b04b7c5452a0a67adfe17db1873992472c87c48dd0ba9f3e9","observation_id":"2dbfab0e-01dd-4f32-8e8e-538cd0110b33","resolution":{"observed_at":"2026-08-08T14:13:38.095954Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.100636Z","title":"J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.100636Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:74e84a07d746562ccf6a55aadaab0806abe6764a9430c4631007570b172bf77f","observation_id":"e812ec88-d0cc-49aa-85ec-05d265b550f0","resolution":{"observed_at":"2026-08-08T14:13:38.100636Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2001.08361","last_updated":"2020-01-23T03:59:20Z","snapshot_observed_at":"2026-07-06T08:52:12.656082Z","submitted_at":"2020-01-23T03:59:20Z","title":"Scaling Laws for Neural Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2001.08361","snapshot_observed_at":"2026-08-08T14:13:38.105134Z","title":"B., Chess, B., Child, R., Gray, S., Radford, A., Wu, J., and Amodei, D","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.105134Z"},"links":{"cited_paper":"/paper/2001.08361","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:8daccfb09816f1682a040cdfccc6937ac29c5ade6f6c2873ef44e8cdce18d883","observation_id":"c318852e-3004-4130-9ec8-6478426aeeb4","resolution":{"observed_at":"2026-08-08T14:13:38.105134Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.110195Z","title":"Transformers are rnns: Fast autoregressive transformers with linear attention","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.110195Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:8f0bbd095c1945dcff74f4b881e548cf7852bf4fd99b19d64f2e34d28b573125","observation_id":"9c6b4056-ccac-416a-b279-a1750f18743f","resolution":{"observed_at":"2026-08-08T14:13:38.110195Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.115051Z","title":"Generalization through memorization: Nearest neighbor language models","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.115051Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:fbfd432fe0bc691d9128b37a7f92f3fdc4cb3754a35fbc8c88f7da2215ba62d9","observation_id":"63e82271-6314-4ef6-9c7c-9f815bdd3986","resolution":{"observed_at":"2026-08-08T14:13:38.115051Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.22118","last_updated":"2025-06-05T20:50:51Z","snapshot_observed_at":"2026-08-05T09:00:36.019280Z","submitted_at":"2024-10-29T15:19:13Z","title":"The Impact of Inference Acceleration on Bias of LLMs","version":3},"cited_work":{"arxiv_id":"2410.22118","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.22118","snapshot_observed_at":"2026-08-08T14:13:39.476232Z","title":"The Impact of Inference Acceleration on Bias of LLMs","venue":"cs.CL","work_id":"f68d155f-61fe-4b8a-a799-41b5c39b7e2c","year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.120119Z"},"links":{"cited_paper":"/paper/2410.22118","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:1f29587ff98fbee17ea9f2c9407bbe87f7e6d557e93cc3470ff6e6a9e900f614","observation_id":"87e1c128-0529-4b6b-aa93-5537297068dc","resolution":{"observed_at":"2026-08-08T14:13:39.481668Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.125989Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.125989Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:12ff2083b60c81c3039db5824dd39804fa12b7e0aea3f53f971407e574024b69","observation_id":"e9c42915-36a4-46d5-80c7-cc37a3ea7601","resolution":{"observed_at":"2026-08-08T14:13:38.125989Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.130750Z","title":"H., Gonzalez, J., Zhang, H., and Stoica, I","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.130750Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:3c61cd49c51418fb36c6445e759651a87df22a4b3dbb85d5fd2a913b3130553a","observation_id":"94e76ab6-24d5-46e9-b0f1-94bb6808e2da","resolution":{"observed_at":"2026-08-08T14:13:38.130750Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.135129Z","title":"Prompted llms as chatbot modules for long open-domain conversation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.135129Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:71a0bcb731095989b8044f91704adc7a15650619a235cff43cfe9eba9f03a680","observation_id":"a91b0305-e3de-4b6e-a686-92430d78f4ae","resolution":{"observed_at":"2026-08-08T14:13:38.135129Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.19707","last_updated":"2024-06-28T07:41:26Z","snapshot_observed_at":"2026-07-06T18:38:21.977142Z","submitted_at":"2024-06-28T07:41:26Z","title":"InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.19707","snapshot_observed_at":"2026-08-08T14:13:38.139717Z","title":"Infinigen: Efficient generative inference of large language models with dynamic kv cache management, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.139717Z"},"links":{"cited_paper":"/paper/2406.19707","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:bde4374233b99d6103b0d1f2f465a692352ffb254498de9eddcf6aa2d389be7d","observation_id":"338fa06c-f151-4c7f-9d4a-a3e55bb3aa4e","resolution":{"observed_at":"2026-08-08T14:13:38.139717Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2007.14902","last_updated":"2020-08-20T05:43:22Z","snapshot_observed_at":"2026-08-08T20:24:20.886718Z","submitted_at":"2020-07-29T15:18:46Z","title":"Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2007.14902","snapshot_observed_at":"2026-08-08T14:13:38.144287Z","title":"Linear attention mechanism: An efficient attention for semantic segmentation","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.144287Z"},"links":{"cited_paper":"/paper/2007.14902","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:301c721e166b1ba96008200c439a889e39547efaa143b2712189f4e276e123d2","observation_id":"4b458f3b-2af0-44ce-920a-2ce3912810d2","resolution":{"observed_at":"2026-08-08T14:13:38.144287Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.14550","last_updated":"2024-11-05T16:51:40Z","snapshot_observed_at":"2026-08-07T19:58:05.905519Z","submitted_at":"2024-06-20T17:57:51Z","title":"GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.14550","snapshot_observed_at":"2026-08-08T14:13:38.150356Z","title":"Graphreader: Building graph-based agent to enhance long-context abilities of large language models, 2024 a","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.150356Z"},"links":{"cited_paper":"/paper/2406.14550","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:50cfcbe83e67155fc3b57abe98c6f20a9f62156cc5b5bc80bef4c90cdb68fa24","observation_id":"b2cc47f3-e9be-4f2d-bc91-6fadc72ee296","resolution":{"observed_at":"2026-08-08T14:13:38.150356Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.05459","last_updated":"2024-05-08T06:16:23Z","snapshot_observed_at":"2026-08-02T13:57:57.119489Z","submitted_at":"2024-01-10T09:25:45Z","title":"Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.05459","snapshot_observed_at":"2026-08-08T14:13:38.155101Z","title":"Personal llm agents: Insights and survey about the capability, efficiency and security, 2024 b","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.155101Z"},"links":{"cited_paper":"/paper/2401.05459","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:2712e849cd891bedcd8f197e149d5b101af648cb70bbc072a47aefb1a773c785","observation_id":"fc576d3e-db24-4779-b8a2-dad5bbd193de","resolution":{"observed_at":"2026-08-08T14:13:38.155101Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.159786Z","title":"and Losonczy, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.159786Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:64d3a406c7abde395584e48147fd82e95cc7059cfb8841f0e487b82963985d3a","observation_id":"b1f320f3-ace9-4552-99ce-a9840802cd07","resolution":{"observed_at":"2026-08-08T14:13:38.159786Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.02669","last_updated":"2024-07-04T15:12:54Z","snapshot_observed_at":"2026-07-06T17:11:55.112404Z","submitted_at":"2024-01-05T06:53:00Z","title":"Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.02669","snapshot_observed_at":"2026-08-08T14:13:38.164388Z","title":"Infinite-llm: Efficient llm service for long context with distattention and distributed kvcache, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.164388Z"},"links":{"cited_paper":"/paper/2401.02669","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:725c4ce7e92344d6cbc7effb66b29e51ac2f7f6dd29c2c035e79f4ca25ca0721","observation_id":"e7f5fa46-7422-4d21-b0e6-525f8bb50e48","resolution":{"observed_at":"2026-08-08T14:13:38.164388Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.169040Z","title":"Y., and Lu, O","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.169040Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:f195ea0acfc59567dc2cb79e709873eac10bd035de3717c53213069dc69f6ffc","observation_id":"9e62e5ff-60fd-4614-a799-f6ef6106f972","resolution":{"observed_at":"2026-08-08T14:13:38.169040Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.14366","last_updated":"2024-09-07T02:52:29Z","snapshot_observed_at":"2026-08-04T12:08:53.387357Z","submitted_at":"2024-05-23T09:43:52Z","title":"MiniCache: KV Cache Compression in Depth Dimension for Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.14366","snapshot_observed_at":"2026-08-08T14:13:38.173419Z","title":"Minicache: Kv cache compression in depth dimension for large language models, 2024 a","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.173419Z"},"links":{"cited_paper":"/paper/2405.14366","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:35a7d1af4d90a18214525351d631d0ed0aedbf23f7d8c4e1cd47c87d40892c2d","observation_id":"cff4f956-d691-4937-a2a9-a02e8aa7f41c","resolution":{"observed_at":"2026-08-08T14:13:38.173419Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.08719","last_updated":"2023-11-15T06:08:35Z","snapshot_observed_at":"2026-07-06T16:47:45.504109Z","submitted_at":"2023-11-15T06:08:35Z","title":"Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.08719","snapshot_observed_at":"2026-08-08T14:13:38.178116Z","title":"Think-in-memory: Recalling and post-thinking enable llms with long-term memory, 2023 a","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.178116Z"},"links":{"cited_paper":"/paper/2311.08719","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:71fe3cc39328ba47230491b65452114847a8866edf490ecdcfb4eb48b1bdbe8d","observation_id":"6ac7877f-1439-49a1-8982-ffd85f843a83","resolution":{"observed_at":"2026-08-08T14:13:38.178116Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.182955Z","title":"F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.182955Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:8fe0c023a16388810ff67033a097cb6803c0a5549b3501fab82c44d4cb4aa0c2","observation_id":"33dd0107-a289-48de-bb5d-871b91528139","resolution":{"observed_at":"2026-08-08T14:13:38.182955Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.188583Z","title":"Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.188583Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:bfbf3a1c76cfd0678731276d40d69459b33ee90876b916e0c853c5fe395ca917","observation_id":"edfda120-3d85-4a3c-8e30-c85b50c1da3b","resolution":{"observed_at":"2026-08-08T14:13:38.188583Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.02750","last_updated":"2024-07-25T09:16:05Z","snapshot_observed_at":"2026-07-06T17:25:18.238343Z","submitted_at":"2024-02-05T06:06:47Z","title":"KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.02750","snapshot_observed_at":"2026-08-08T14:13:38.193314Z","title":"Kivi: A tuning-free asymmetric 2bit quantization for kv cache","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.193314Z"},"links":{"cited_paper":"/paper/2402.02750","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:61ab7dee839dc43af20ab0f3262e241f1807f093eb887404055b89affa36d803","observation_id":"d721a100-226b-49ac-bc96-43136d7ab549","resolution":{"observed_at":"2026-08-08T14:13:38.193314Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.16747","last_updated":"2024-06-24T15:55:59Z","snapshot_observed_at":"2026-08-06T03:54:10.668995Z","submitted_at":"2024-06-24T15:55:59Z","title":"Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.16747","snapshot_observed_at":"2026-08-08T14:13:38.199036Z","title":"Sparser is faster and less is more: Efficient sparse attention for long-range transformers","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.199036Z"},"links":{"cited_paper":"/paper/2406.16747","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:973abd5886aa22aa84cbaab432507b93ecf58b366ec6914972a86d44585e0902","observation_id":"e4eb9add-3289-44cf-a011-86d0adc1ef83","resolution":{"observed_at":"2026-08-08T14:13:38.199036Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.08239","last_updated":"2023-08-23T03:37:04Z","snapshot_observed_at":"2026-08-05T03:04:43.907838Z","submitted_at":"2023-08-16T09:15:18Z","title":"MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.08239","snapshot_observed_at":"2026-08-08T14:13:38.203776Z","title":"Memochat: Tuning llms to use memos for consistent long-range open-domain conversation, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.203776Z"},"links":{"cited_paper":"/paper/2308.08239","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:b4b28560485a8d36cf78a0ba4ae93031bdbf7b60628fee7452b7caf0d515aa1c","observation_id":"42cb4614-1908-4634-9165-7e6124cae1f6","resolution":{"observed_at":"2026-08-08T14:13:38.203776Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.208424Z","title":"and Roberts, N","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.208424Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:f32b341194a7140a8575d70331ac57c71261358b1309db54c2645c4db87f1efa","observation_id":"da87fbaa-1bc0-4d63-a207-b3b77c22a355","resolution":{"observed_at":"2026-08-08T14:13:38.208424Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.212766Z","title":"Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory","venue":null,"work_id":null,"year":1995},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.212766Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:3e4902daae3e0239316e0ca6ce8be5a5b32e9e5b8a2edbc4f70e867461358554","observation_id":"a2d99a88-762c-43c1-b7fd-e4fc44c7c018","resolution":{"observed_at":"2026-08-08T14:13:38.212766Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2202.05262","last_updated":"2023-01-13T15:16:16Z","snapshot_observed_at":"2026-07-06T12:36:34.388460Z","submitted_at":"2022-02-10T18:59:54Z","title":"Locating and Editing Factual Associations in GPT","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2202.05262","snapshot_observed_at":"2026-08-08T14:13:38.217124Z","title":"Locating and editing factual associations in gpt, 2023 a","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.217124Z"},"links":{"cited_paper":"/paper/2202.05262","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:9fabe88606d6628fd1767b8a1f68d0b7d72be0bccb0ed79d93af272e4d226eda","observation_id":"75505072-e6cd-475a-bb67-c6bc07394223","resolution":{"observed_at":"2026-08-08T14:13:38.217124Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.07229","last_updated":"2023-08-01T18:41:52Z","snapshot_observed_at":"2026-07-06T14:04:55.099373Z","submitted_at":"2022-10-13T17:55:53Z","title":"Mass-Editing Memory in a Transformer","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.07229","snapshot_observed_at":"2026-08-08T14:13:38.221713Z","title":"S., Andonian, A., Belinkov, Y., and Bau, D","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.221713Z"},"links":{"cited_paper":"/paper/2210.07229","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:cd04fb648279754e5a8f2f11eaa014b6ef825895216bfd31404332a00d7bb8af","observation_id":"6c50a82a-4a2e-42cf-aa9b-5f4b856887bd","resolution":{"observed_at":"2026-08-08T14:13:38.221713Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2301.10297","last_updated":"2023-01-24T20:34:37Z","snapshot_observed_at":"2026-07-06T14:44:20.339092Z","submitted_at":"2023-01-24T20:34:37Z","title":"Large language models can segment narrative events similarly to humans","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2301.10297","snapshot_observed_at":"2026-08-08T14:13:38.227249Z","title":"A., and Toneva, M","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.227249Z"},"links":{"cited_paper":"/paper/2301.10297","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:bab2a63f7e24363094ea9da822bb1813ef8fe62c04c45a9005c54370ab426cb3","observation_id":"04c0697b-ab1c-4e1c-80a9-8a06ed6e9e6e","resolution":{"observed_at":"2026-08-08T14:13:38.227249Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.232186Z","title":"Les troubles de la mémoire accompagnant des lésions hippocampiques bilatérales","venue":null,"work_id":null,"year":1962},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.232186Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:d6d3a06e556b39a8a6b88460a644717ab3fbe87e944361a5b63f2c81a3217532","observation_id":"289a64dc-6292-4479-ad12-6acd036fa067","resolution":{"observed_at":"2026-08-08T14:13:38.232186Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2206.06520","last_updated":"2022-06-13T23:40:34Z","snapshot_observed_at":"2026-08-02T05:23:14.739469Z","submitted_at":"2022-06-13T23:40:34Z","title":"Memory-Based Model Editing at Scale","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.06520","snapshot_observed_at":"2026-08-08T14:13:38.236793Z","title":"D., and Finn, C","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.236793Z"},"links":{"cited_paper":"/paper/2206.06520","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:6503a21826f0e64bc3a82a06c9d4225810e276c5cfa78a406b4acfdacc755cd8","observation_id":"4267f6d8-ae2b-4fc0-8dda-4f554cf49041","resolution":{"observed_at":"2026-08-08T14:13:38.236793Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.11672","last_updated":"2025-04-17T15:10:52Z","snapshot_observed_at":"2026-08-06T21:05:03.913191Z","submitted_at":"2024-04-17T18:13:16Z","title":"MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.11672","snapshot_observed_at":"2026-08-08T14:13:38.241566Z","title":"Memllm: Finetuning llms to use an explicit read-write memory, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.241566Z"},"links":{"cited_paper":"/paper/2404.11672","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:ffe4fa078b46b1b922ad5734ca0b174900a65482dee54d417624864cc3b18570","observation_id":"d62b9fd4-9a90-4f3c-94e8-0cf6ce29c8ce","resolution":{"observed_at":"2026-08-08T14:13:38.241566Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.09017","last_updated":"2024-08-16T20:55:21Z","snapshot_observed_at":"2026-07-06T19:01:45.542387Z","submitted_at":"2024-08-16T20:55:21Z","title":"Meta Knowledge for Retrieval Augmented Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.09017","snapshot_observed_at":"2026-08-08T14:13:38.246175Z","title":"Meta knowledge for retrieval augmented large language models, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.246175Z"},"links":{"cited_paper":"/paper/2408.09017","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:38a7e6eccd09323a2504c57428be6186701e34e4b09c9fd35a5286dc11a98bc3","observation_id":"d956bf74-ca29-4f72-be69-601e29e35852","resolution":{"observed_at":"2026-08-08T14:13:38.246175Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.09636","last_updated":"2024-07-23T17:55:30Z","snapshot_observed_at":"2026-07-06T17:44:45.924645Z","submitted_at":"2024-03-14T17:59:26Z","title":"Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.09636","snapshot_observed_at":"2026-08-08T14:13:38.251701Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.251701Z"},"links":{"cited_paper":"/paper/2403.09636","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:e9e80327c6e94025b6e3607dbb17791475d8772ca95002fe9518e422204917f8","observation_id":"4db5cccd-a4d0-42f5-bcf4-8a0e0964a462","resolution":{"observed_at":"2026-08-08T14:13:38.251701Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.256908Z","title":"and Norman, K","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.256908Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:76d094aaab1a25293cd7d020090f902f98b7cf9751f6e5f2054ff020f6f94fd0","observation_id":"cae6fdaf-5770-4031-81cd-89a5f9fb1300","resolution":{"observed_at":"2026-08-08T14:13:38.256908Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.261453Z","title":"Complementary learning systems","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.261453Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:19a8dc588d35a4771d6f8002faa66aaf25f592e91968c168f3291986fd5b21c0","observation_id":"7c8639e1-0efd-4684-9628-3ede0f636e26","resolution":{"observed_at":"2026-08-08T14:13:38.261453Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.267249Z","title":"and Nadel, L","venue":null,"work_id":null,"year":1978},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.267249Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:90151cac4bcf827ad3adefd6df50fd56abb3638eded3d6b11994dc8fb6931b51","observation_id":"54b08815-aef4-4161-88da-c673028cb483","resolution":{"observed_at":"2026-08-08T14:13:38.267249Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.08560","last_updated":"2024-02-12T18:59:46Z","snapshot_observed_at":"2026-08-09T03:13:16.831626Z","submitted_at":"2023-10-12T17:51:32Z","title":"MemGPT: Towards LLMs as Operating Systems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.08560","snapshot_observed_at":"2026-08-08T14:13:38.272503Z","title":"G., Stoica, I., and Gonzalez, J","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.272503Z"},"links":{"cited_paper":"/paper/2310.08560","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:723972a6c97423f1d65898ebde7cffbcf72d0ae5dcabfb12124e44b7126cccdd","observation_id":"e33ff413-2a03-4587-9f3f-f78d42c452fd","resolution":{"observed_at":"2026-08-08T14:13:38.272503Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.277426Z","title":"Propagating knowledge updates to lms through distillation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.277426Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:2d5c703ac869f9227c2167b553bfb634a99856b8307cd7b322d866014f357160","observation_id":"97b8bec8-ea6d-4883-84ef-92e24f152b48","resolution":{"observed_at":"2026-08-08T14:13:38.277426Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.07616","last_updated":"2024-06-01T04:52:17Z","snapshot_observed_at":"2026-08-08T01:12:24.082572Z","submitted_at":"2024-02-12T12:48:02Z","title":"Anchor-based Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.07616","snapshot_observed_at":"2026-08-08T14:13:38.281968Z","title":"F., He, X., Chen, W., and Wang, L","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.281968Z"},"links":{"cited_paper":"/paper/2402.07616","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:3a9bd89b0cae9a7cca5005454ba2285645021452e8c064f6bc2f0d87ce2d3d64","observation_id":"10fa111a-1654-433b-aa75-9b6ca2827857","resolution":{"observed_at":"2026-08-08T14:13:38.281968Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.13048","last_updated":"2023-12-11T03:58:56Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-05-22T13:57:41Z","title":"RWKV: Reinventing RNNs for the Transformer Era","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.13048","snapshot_observed_at":"2026-08-08T14:13:38.286521Z","title":"K., He, X., Hou, H., Lin, J., Kazienko, P., Kocon, J., Kong, J., Koptyra, B., Lau, H., Mantri, K","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.286521Z"},"links":{"cited_paper":"/paper/2305.13048","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:915aa0012a65e5b9ae882fd6f47ff43081df2005f34bc00d9e81b232c30f807f","observation_id":"578cece2-e147-4e79-a30b-37633f37eb86","resolution":{"observed_at":"2026-08-08T14:13:38.286521Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.08921","last_updated":"2024-09-10T15:38:56Z","snapshot_observed_at":"2026-07-06T19:01:41.274385Z","submitted_at":"2024-08-15T12:20:24Z","title":"Graph Retrieval-Augmented Generation: A Survey","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.08921","snapshot_observed_at":"2026-08-08T14:13:38.291520Z","title":"Graph retrieval-augmented generation: A survey, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.291520Z"},"links":{"cited_paper":"/paper/2408.08921","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:7e54140551b1ed0abdc4e0fb4f8953f9fe8ea10cacd4dd9fa48d0e1f0cd8579b","observation_id":"d70d7e43-78a5-4cbb-a56d-2bd68be1a601","resolution":{"observed_at":"2026-08-08T14:13:38.291520Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.08133","last_updated":"2024-10-10T17:17:38Z","snapshot_observed_at":"2026-08-02T01:35:35.336493Z","submitted_at":"2024-10-10T17:17:38Z","title":"Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks","version":1},"cited_work":{"arxiv_id":"2410.08133","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.08133","snapshot_observed_at":"2026-08-08T14:13:38.964844Z","title":"Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks","venue":"cs.CL","work_id":"ca6f3d87-149a-4018-92ff-b0eae51f8a45","year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.296289Z"},"links":{"cited_paper":"/paper/2410.08133","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:320551c9e1ebc5446d56f2a3ba832d8126e2f931e50e9d28a2b4f76a1554231d","observation_id":"589492e3-a6d3-41e4-9d23-9c2ed4bdf7b0","resolution":{"observed_at":"2026-08-08T14:13:38.969991Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.04227","last_updated":"2025-06-17T16:19:14Z","snapshot_observed_at":"2026-08-03T03:40:06.947021Z","submitted_at":"2025-01-08T01:58:42Z","title":"Agent Laboratory: Using LLM Agents as Research Assistants","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.04227","snapshot_observed_at":"2026-08-08T14:13:38.301986Z","title":"Agent laboratory: Using llm agents as research assistants","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.301986Z"},"links":{"cited_paper":"/paper/2501.04227","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:e9980d86b1b11918da1829a345d5f14cff73b899a400193100c0e290cffb2507","observation_id":"b157f343-8446-406d-8d49-e27cf226b001","resolution":{"observed_at":"2026-08-08T14:13:38.301986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.306918Z","title":"and Evans, S","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.306918Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:0abb2be533512e3bae877343e4e2c51f54f26b4b42aff6c208c15902423e698e","observation_id":"f7c9fb9e-17f5-4136-bb13-d7ff0c263d14","resolution":{"observed_at":"2026-08-08T14:13:38.306918Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2209.15189","last_updated":"2022-09-30T02:30:15Z","snapshot_observed_at":"2026-08-04T09:41:45.042008Z","submitted_at":"2022-09-30T02:30:15Z","title":"Learning by Distilling Context","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2209.15189","snapshot_observed_at":"2026-08-08T14:13:38.311449Z","title":"Learning by distilling context, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.311449Z"},"links":{"cited_paper":"/paper/2209.15189","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:138eca05847a5cc57cf13ee89c24835833f0baadcb76e36b6ff5667819fe1821","observation_id":"d0e9db7c-3374-4f60-b279-0a9bc212c816","resolution":{"observed_at":"2026-08-08T14:13:38.311449Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.316298Z","title":"and Zola, S","venue":null,"work_id":null,"year":1996},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.316298Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:df9312f5c984106b7639c105a15dca0f5f13d1902ffc588be6f40e7c76ece4ad","observation_id":"f18a9c1e-05cb-4f9c-acbd-cd6183f42f18","resolution":{"observed_at":"2026-08-08T14:13:38.316298Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.320766Z","title":"and Moser, M","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.320766Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:3cc83eb6ac870aa4b0671b06d261a0f6daf1f35dff798fde5c044e3780f0583d","observation_id":"b29b6ab0-45fd-4117-9b0f-6a1c2b8192ee","resolution":{"observed_at":"2026-08-08T14:13:38.320766Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1503.08895","last_updated":"2015-11-24T19:41:57Z","snapshot_observed_at":"2026-08-03T10:39:19.713437Z","submitted_at":"2015-03-31T03:05:37Z","title":"End-To-End Memory Networks","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1503.08895","snapshot_observed_at":"2026-08-08T14:13:38.325249Z","title":"End-to-end memory networks","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.325249Z"},"links":{"cited_paper":"/paper/1503.08895","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:95964b629f02688d41088173cfa03ac05cceca104b4ed01393a8e5953236ed79","observation_id":"ea6224fc-dbc7-4963-ad1d-21a8b7768257","resolution":{"observed_at":"2026-08-08T14:13:38.325249Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.05254","last_updated":"2024-05-09T14:12:45Z","snapshot_observed_at":"2026-08-04T14:59:09.585356Z","submitted_at":"2024-05-08T17:57:39Z","title":"You Only Cache Once: Decoder-Decoder Architectures for Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.05254","snapshot_observed_at":"2026-08-08T14:13:38.329919Z","title":"You only cache once: Decoder-decoder architectures for language models, 2024 a","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.329919Z"},"links":{"cited_paper":"/paper/2405.05254","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:40578d6fbd51d1b3b5de43d78b9921c8eb3709af7200a4d0c7649f5a2e143e1c","observation_id":"7eb8ef10-7404-4e97-b97d-a9d1fd8d5eeb","resolution":{"observed_at":"2026-08-08T14:13:38.329919Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04620","last_updated":"2025-08-31T18:32:59Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-07-05T16:23:20Z","title":"Learning to (Learn at Test Time): RNNs with Expressive Hidden States","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04620","snapshot_observed_at":"2026-08-08T14:13:38.334487Z","title":"Learning to (learn at test time): Rnns with expressive hidden states, 2024 b","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.334487Z"},"links":{"cited_paper":"/paper/2407.04620","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:b9fd5f0152fc29e3a750781c5f476c4064d1561447d56f848bbfb91ed3c67c7b","observation_id":"52e8e210-3d0b-4a6e-a5c4-752865c4ffb2","resolution":{"observed_at":"2026-08-08T14:13:38.334487Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.04661","last_updated":"2024-01-25T03:50:57Z","snapshot_observed_at":"2026-08-08T11:13:42.995566Z","submitted_at":"2023-11-08T13:03:06Z","title":"Massive Editing for Large Language Models via Meta Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.04661","snapshot_observed_at":"2026-08-08T14:13:38.338873Z","title":"Massive editing for large language models via meta learning, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.338873Z"},"links":{"cited_paper":"/paper/2311.04661","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:9a4ae42d1da154b73277dc8d26036d27a5af00741004a18c8d6d2ba444aa7cb0","observation_id":"30fc0424-f732-432f-b385-15db745c1378","resolution":{"observed_at":"2026-08-08T14:13:38.338873Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.15891","last_updated":"2024-07-22T01:12:23Z","snapshot_observed_at":"2026-07-06T18:50:13.559866Z","submitted_at":"2024-07-22T01:12:23Z","title":"RazorAttention: Efficient KV Cache Compression Through Retrieval Heads","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.15891","snapshot_observed_at":"2026-08-08T14:13:38.343587Z","title":"Razorattention: Efficient kv cache compression through retrieval heads, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.343587Z"},"links":{"cited_paper":"/paper/2407.15891","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:d635f39461390e10210898b51a2ab21bc1b3e76cd9d8ba3bd7bcc9a90b894aa8","observation_id":"81c4ea3d-a43f-46f1-8508-a377ab445e47","resolution":{"observed_at":"2026-08-08T14:13:38.343587Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.348063Z","title":"Episodic and semantic memory","venue":null,"work_id":null,"year":1972},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.348063Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:11415688eda4609a5b82831fd4d23f7026ded9e0e5c29dd0a637c8e606fac1fc","observation_id":"c5579990-974c-40f4-a498-2548f3853743","resolution":{"observed_at":"2026-08-08T14:13:38.348063Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.352298Z","title":"Dylora: Parameter efficient tuning of pre-trained models using dynamic search-free low rank adaptation, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.352298Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:a4fda6d872422946f2eba1caa5a24ef01ba62593a131c343acb362bf769906a4","observation_id":"4315f1ed-cbd7-460e-9118-1db23829f8ae","resolution":{"observed_at":"2026-08-08T14:13:38.352298Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.13343","last_updated":"2025-03-18T02:16:56Z","snapshot_observed_at":"2026-08-01T15:59:14.413948Z","submitted_at":"2023-04-26T07:25:31Z","title":"SCM: Enhancing Large Language Model with Self-Controlled Memory Framework","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.13343","snapshot_observed_at":"2026-08-08T14:13:38.356731Z","title":"Enhancing large language model with self-controlled memory framework, 2024 a","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.356731Z"},"links":{"cited_paper":"/paper/2304.13343","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:45cae3bfaf8803c0836e8638e6b6d5e4d35c619fa9528e0a29c4277764f1f81b","observation_id":"b5b22bf3-42df-497e-a3dd-1d64add93c37","resolution":{"observed_at":"2026-08-08T14:13:38.356731Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.10777","last_updated":"2024-10-15T19:47:15Z","snapshot_observed_at":"2026-07-06T18:31:36.504766Z","submitted_at":"2024-06-16T02:08:49Z","title":"RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning","version":3},"cited_work":{"arxiv_id":"2406.10777","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.10777","snapshot_observed_at":"2026-08-08T14:13:38.823655Z","title":"RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning","venue":"cs.CL","work_id":"5153fe42-d0ad-4074-8aec-4f5d5ce99e11","year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.361426Z"},"links":{"cited_paper":"/paper/2406.10777","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:8da9665d3d382ae03e44cfb2492f6662f29491936c9f890080074481b4a1fd5a","observation_id":"4aa5b4c4-8711-48e0-85d8-2595bd601a47","resolution":{"observed_at":"2026-08-08T14:13:38.829672Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.15237","last_updated":"2025-06-27T07:54:57Z","snapshot_observed_at":"2026-08-06T20:29:20.982892Z","submitted_at":"2024-08-27T17:56:11Z","title":"The Mamba in the Llama: Distilling and Accelerating Hybrid Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.15237","snapshot_observed_at":"2026-08-08T14:13:38.365883Z","title":"M., and Dao, T","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.365883Z"},"links":{"cited_paper":"/paper/2408.15237","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:dbda87e86ec945cb5cd90ab26387b501f7fdd48ff97edcb2c9674589ef28f033","observation_id":"834622e6-ba61-410a-91a0-4c5cc71b42c5","resolution":{"observed_at":"2026-08-08T14:13:38.365883Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.14768","last_updated":"2024-12-19T02:18:54Z","snapshot_observed_at":"2026-08-08T08:19:23.568408Z","submitted_at":"2024-05-23T16:35:52Z","title":"WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.14768","snapshot_observed_at":"2026-08-08T14:13:38.370528Z","title":"Wise: Rethinking the knowledge memory for lifelong model editing of large language models, 2024 c","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.370528Z"},"links":{"cited_paper":"/paper/2405.14768","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:d5940183fa751a1276f985584f4da2051a081f0d85e3a6c3bed47cf4d01024c2","observation_id":"b2b37a72-c55a-4fce-9566-1f76da8705a4","resolution":{"observed_at":"2026-08-08T14:13:38.370528Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2022.findings-aacl.29","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.537592Z","title":"Memformer: A memory-augmented transformer for sequence modeling","venue":null,"work_id":"02b89861-9684-4730-9baa-c3fb0a25c2f4","year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.375141Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:03e1194af01e9f5496063dea1315576da555fa6941e77fdd1ad2568c78d1dc6a","observation_id":"4a856862-ff43-4bbd-91d6-e0b4d66c9a4e","resolution":{"observed_at":"2026-08-08T14:13:38.544423Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.379956Z","title":"The kanerva machine: A generative distributed memory","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.379956Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:e2024279f7a6c672f6562a854c890e3201e8f87c7639439d957aa68410f93d04","observation_id":"4c7be6c0-31bc-4421-97ce-03a1d0d813cc","resolution":{"observed_at":"2026-08-08T14:13:38.379956Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.384364Z","title":"N., Hutchins, D., and Szegedy, C","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.384364Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:008c4409f483f7139bea5e9334997977561e0247974e0f25317c9e44c8123750","observation_id":"04a31599-1431-4aeb-b7f8-afe336c3661f","resolution":{"observed_at":"2026-08-08T14:13:38.384364Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.03592","last_updated":"2024-05-22T17:52:31Z","snapshot_observed_at":"2026-07-06T17:55:44.838732Z","submitted_at":"2024-04-04T17:00:37Z","title":"ReFT: Representation Finetuning for Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.03592","snapshot_observed_at":"2026-08-08T14:13:38.389705Z","title":"D., and Potts, C","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":97,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.389705Z"},"links":{"cited_paper":"/paper/2404.03592","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:c6c05174484129dcbf81a35097aeb1d0da473437f9d32ae34c8ed7a5dde067e3","observation_id":"9da03f27-8ed8-4025-aa89-493f05aa0b36","resolution":{"observed_at":"2026-08-08T14:13:38.389705Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.07864","last_updated":"2023-09-19T08:29:18Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-14T17:12:03Z","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.07864","snapshot_observed_at":"2026-08-08T14:13:38.395040Z","title":"The rise and potential of large language model based agents: A survey, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.395040Z"},"links":{"cited_paper":"/paper/2309.07864","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:345d9f783ac0d67e42244f0aaed0515dea5d8e3017e0c90abf3160f566040dd5","observation_id":"a6d0e18b-f582-42d3-b60e-fd28ebc100d1","resolution":{"observed_at":"2026-08-08T14:13:38.395040Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.04617","last_updated":"2024-05-28T12:05:12Z","snapshot_observed_at":"2026-07-06T17:26:39.109878Z","submitted_at":"2024-02-07T06:50:42Z","title":"InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.04617","snapshot_observed_at":"2026-08-08T14:13:38.399759Z","title":"Infllm: Training-free long-context extrapolation for llms with an efficient context memory, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.399759Z"},"links":{"cited_paper":"/paper/2402.04617","citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:c8c690bfd5680eed95c1af12347ee015fedec9c1b1dd0448588f7aac752d7d43","observation_id":"80e6f041-829d-4681-aa18-27bdb1abb8f4","resolution":{"observed_at":"2026-08-08T14:13:38.399759Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:13:38.404452Z","title":"Raise a child in large language model: Towards effective and generalizable fine-tuning","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","version":1},"reference_index":100,"source":"arxiv_source","source_observed_at":"2026-08-08T14:13:38.404452Z"},"links":{"citing_paper":"/paper/2502.06975"},"observation_digest":"sha256:af42138500bb43965ccb9fa60ef8ea11887ae973482cb058c8fac073b751cd8a","observation_id":"d2fe533c-810f-4b50-be5c-8a294fdda661","resolution":{"observed_at":"2026-08-08T14:13:38.404452Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2502.06975","last_updated":"2025-02-10T19:14:51Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-08T23:51:33.892065Z","submitted_at":"2025-02-10T19:14:51Z","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":96,"verified_exact":3,"verified_fuzzy":0},"total_outbound_references":114},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 100 of 114 outbound references and 14 inbound Pith citation observations for arXiv:2502.06975."}