Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:26:29.039397Z
Paper Citation Record · LEDGER
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
As of 22 August 2026, this Paper Citation Record lists 100 of 112 outbound references and 7 inbound Pith citation observations for arXiv:2508.16279.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T09:19:54.458093Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T14:26:20.366818Z
Reference resolution
100 of 112 outbound references displayed
- verified exact1
- verified fuzzy13
- unresolved86
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8e05bd7b-beb4-4ef3-8af6-2a89f970fd0d · outbound
This paper cites Phi-4 Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Phi-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.768630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dff62130-0760-4670-968d-db294d8359f1 · outbound
This paper cites AIME problems and solutions, 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications AIME problems and solutions, 2025
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.772329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40400c20-6de3-4b5c-86f2-38b475b3d1b2 · outbound
This paper cites GQA : Training generalized multi-query Transformer models from multi-head checkpoints.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GQA : Training generalized multi-query Transformer models from multi-head checkpoints
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.774971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d071a68f-2b93-45db-8039-30194ed9fe5c · outbound
This paper cites Training-Free Long-Context Scaling of Large Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Training-Free Long-Context Scaling of Large Language Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.777829Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c7e76b5-56a8-45a8-a5b3-39c66166bfc0 · outbound
This paper cites Claude 3.7 Sonnet , 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Claude 3.7 Sonnet , 2025
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.780744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37aae8b1-e57b-4837-870e-d64f8f86a0c2 · outbound
This paper cites Program Synthesis with Large Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Program Synthesis with Large Language Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.783455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25ecf9d7-4be4-4261-9fef-16ac3c706391 · outbound
This paper cites Qwen Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen Technical Report
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.786321Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c42af3d8-6769-4586-9201-60c066eefc71 · outbound
This paper cites Qwen2.5-VL Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5-VL Technical Report
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.789135Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b0a24ad-03f2-4b3a-995b-dd68e180a1cd · outbound
This paper cites The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.791709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6557676f-4c23-412a-b66b-3054b0a17bd6 · outbound
This paper cites an unresolved cited work.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.794425Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8febf2ef-7dfa-4c06-aced-60e7ba7b5675 · outbound
This paper cites Feldman, Arjun Guha, Michael Greenberg, and Abhinav Jangda.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Feldman, Arjun Guha, Michael Greenberg, and Abhinav Jangda
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.796774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da76c7a2-e274-431b-9171-95ad615707c6 · outbound
This paper cites Evaluating Large Language Models Trained on Code.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Evaluating Large Language Models Trained on Code
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.801782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3eb3a6e1-941f-4eae-b4cc-2eb115aef340 · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Training Verifiers to Solve Math Word Problems
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.804611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6d27a18-6633-4ef7-a2f5-d9f86d6931ae · outbound
This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.807085Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd47e148-5a65-41ef-be6e-a161eefaa786 · outbound
This paper cites Dauphin, Angela Fan, Michael Auli, and David Grangier.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Dauphin, Angela Fan, Michael Auli, and David Grangier
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.809662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa25e111-3141-48cb-8722-66f4acdd2256 · outbound
This paper cites Gemini 2.5, 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Gemini 2.5, 2025
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.812054Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52dc9f10-497b-4f8e-be96-ebedeaa82839 · outbound
This paper cites an unresolved cited work.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.814805Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 830b127b-a86f-4304-abc2-20ac045c6351 · outbound
This paper cites SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.817462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 224dfada-2dce-42e7-b02d-d8eaa21b63fd · outbound
This paper cites The Llama 3 Herd of Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The Llama 3 Herd of Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.819900Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20364c03-6812-40b0-a322-477384ea3c35 · outbound
This paper cites DoGE: Domain Reweighting with Generalization Estimation.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DoGE: Domain Reweighting with Generalization Estimation
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.822567Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28221249-82a3-49e3-866f-6d6e97f7c153 · outbound
This paper cites Are We Done with MMLU?.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Are We Done with MMLU?
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.825227Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fc607c8-af16-41ee-86d1-5b7b190ffcc5 · outbound
This paper cites CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.827686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69445bf0-46cb-4579-a268-3758aafc5e01 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.830755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd7fe4ae-66b5-49da-9188-119d91e55c32 · outbound
This paper cites Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.833271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 772bec95-e477-4abe-b9b0-1132330b636f · outbound
This paper cites Measuring massive multitask language understanding.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Measuring massive multitask language understanding
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.836198Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0eac664-705a-439b-9484-6a6b4f158fb1 · outbound
This paper cites Measuring mathematical problem solving with the MATH dataset.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Measuring mathematical problem solving with the MATH dataset
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.838493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e4b150b-8abe-431f-a37a-beaac3f253e9 · outbound
This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications RULER: What's the Real Context Size of Your Long-Context Language Models?
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.840842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ab62e4b-c4a1-4752-8a57-8e9307c28c03 · outbound
This paper cites C-Eval : A multi-level multi-discipline chinese evaluation suite for foundation models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications C-Eval : A multi-level multi-discipline chinese evaluation suite for foundation models
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.843784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dc75e63-3ae1-4b02-bb12-8d21241bc9d7 · outbound
This paper cites Qwen2.5-Coder Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5-Coder Technical Report
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.846213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7326a8f-e012-4e5c-b1ce-03afd492e6a4 · outbound
This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.848644Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ffe31c9-3ff4-41e9-ab28-4aa06d293bdc · outbound
This paper cites Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.851184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ee4cf91-1a61-42ff-872a-f17f44d38a15 · outbound
This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.853709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3380379-0506-48ba-9177-c8d8ce45a15f · outbound
This paper cites From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.856292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40ce6b95-48d0-4c9d-a7e3-4a0d331d3b82 · outbound
This paper cites Let's Verify Step by Step.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Let's Verify Step by Step
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.858832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7555d3b4-507f-4833-aa9b-f9b872122a48 · outbound
This paper cites ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.861283Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 340536c0-265f-4a59-97e9-8716b49de779 · outbound
This paper cites DeepSeek-V3 Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeek-V3 Technical Report
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.864090Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 290c48d0-ae9e-49c0-a4b4-dcab074617c7 · outbound
This paper cites Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.866749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bda43eb4-f6df-4626-93f4-dc5b44e1885f · outbound
This paper cites RegMix: Data Mixture as Regression for Language Model Pre-training.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications RegMix: Data Mixture as Regression for Language Model Pre-training
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.869221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09e90af4-6a09-44df-80c5-dfea3a39aa04 · outbound
This paper cites AlignBench: Benchmarking Chinese Alignment of Large Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications AlignBench: Benchmarking Chinese Alignment of Large Language Models
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.871708Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 652fdccd-cb45-4f67-bbf7-db770ed03413 · outbound
This paper cites The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation, 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation, 2025
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.874543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a1c1bbc-9aae-4e0f-969e-4cb3fbd95313 · outbound
This paper cites Hello GPT-4o , 2024.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Hello GPT-4o , 2024
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.877050Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca1d1932-0b9f-4a0e-86aa-cc4b8574c6eb · outbound
This paper cites Multilingual massive multitask language understanding, 2024.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Multilingual massive multitask language understanding, 2024
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.879389Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fe3d832-4fae-4f2e-9e4a-edd57c61645f · outbound
This paper cites Learning to reason with LLMs , 2024.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Learning to reason with LLMs , 2024
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.881862Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bd3b50a-554a-4d1c-88bc-56580e4548af · outbound
This paper cites Introducing openai o3 and o4-mini, 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Introducing openai o3 and o4-mini, 2025
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.884378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2401016-accd-497e-8095-3929c0531f20 · outbound
This paper cites an unresolved cited work.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.886772Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4423da1-41d7-42a5-a356-4e8ea8d77f3d · outbound
This paper cites YaRN: Efficient Context Window Extension of Large Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications YaRN: Efficient Context Window Extension of Large Language Models
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.889119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a55a3517-79b9-4275-87dd-907dd808aa42 · outbound
This paper cites Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.891630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed960569-c49f-4db2-8a2c-55242f2ee0fc · outbound
This paper cites CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.894359Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 189e6e92-ec9e-495a-8a47-92d7ec792e0e · outbound
This paper cites QwQ : Reflect deeply on the boundaries of the unknown, November 2024.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications QwQ : Reflect deeply on the boundaries of the unknown, November 2024
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.896953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6352fad-c347-4200-a8be-19fd57688ad7 · outbound
This paper cites QwQ-32B : Embracing the power of reinforcement learning, March 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications QwQ-32B : Embracing the power of reinforcement learning, March 2025
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.899323Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33d7cecb-7614-4a71-bf46-8dd5f5e564b2 · outbound
This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.901705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19f3a106-cf57-426b-a8e0-9136fda2d405 · outbound
This paper cites INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.904526Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89f5801f-8b95-4409-808a-c1dbf2855a54 · outbound
This paper cites Neural machine translation of rare words with subword units.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Neural machine translation of rare words with subword units
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.907409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c983cd9-bff6-4293-aae8-646f6ee68e31 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.910104Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f695eaa-72d0-40d2-acb8-4831673554b6 · outbound
This paper cites Language models are multilingual chain-of-thought reasoners.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Language models are multilingual chain-of-thought reasoners
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.912556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73024c1e-2092-4628-acc6-28a18a4f8dee · outbound
This paper cites Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.914942Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dbbf4e2-1e23-449a-9b5b-02cc43cb5f26 · outbound
This paper cites an unresolved cited work.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.917397Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fde54292-6c4b-42e8-a93c-b213e7ff9208 · outbound
This paper cites Le, Ed H.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Le, Ed H
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.919854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2625fff7-773d-422d-9ac3-97acc74b58a2 · outbound
This paper cites Gemma 3 Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Gemma 3 Technical Report
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.922172Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d25d6ee-5402-46e3-ab56-132cc12dd513 · outbound
This paper cites Neural machine translation with byte-level subwords.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Neural machine translation with byte-level subwords
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.924855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55c1760e-d365-456c-ae8f-c20bda0487c7 · outbound
This paper cites PolyMath : Evaluating mathematical reasoning in multilingual contexts, 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications PolyMath : Evaluating mathematical reasoning in multilingual contexts, 2025
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.927144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d27c7d98-936a-4bea-85de-777b107ba884 · outbound
This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.929994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc3cefe3-2c87-4dff-be25-cc108575d88f · outbound
This paper cites LiveBench: A Challenging, Contamination-Limited LLM Benchmark.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications LiveBench: A Challenging, Contamination-Limited LLM Benchmark
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.932472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f1b97fc-7d1c-4d37-909e-e516e15d32d8 · outbound
This paper cites WritingBench : A comprehensive benchmark for generative writing.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications WritingBench : A comprehensive benchmark for generative writing
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.935603Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8b48c84-dbd3-453d-b48e-4663dfb4d0ac · outbound
This paper cites Grok 3 beta — the age of reasoning agents, 2025.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Grok 3 beta — the age of reasoning agents, 2025
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.937918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ada73d4-6d7f-4808-8749-c254eb23c38b · outbound
This paper cites Doremi: Optimizing data mixtures speeds up language model pretraining.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Doremi: Optimizing data mixtures speeds up language model pretraining
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.940845Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf315b5a-5084-4d13-88b4-86c9807bab4f · outbound
This paper cites Effective Long-Context Scaling of Foundation Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Effective Long-Context Scaling of Foundation Models
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.943342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d2998d2-d50b-4d73-bdea-59ef41b275d9 · outbound
This paper cites Patil, Ion Stoica, and Joseph E.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Patil, Ion Stoica, and Joseph E
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.946492Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 076c515b-24c5-4549-8eb6-1523d298ed00 · outbound
This paper cites Qwen2 Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2 Technical Report
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.948859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bff886fe-615f-487c-a190-99d513eccb6d · outbound
This paper cites Qwen2.5 Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5 Technical Report
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.951868Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35a154ed-6238-4c98-bb23-95f784e6a754 · outbound
This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.954633Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 127d4d87-c4ea-4075-88c5-8f3364c5e43c · outbound
This paper cites P-MMEval : A parallel multilingual multitask benchmark for consistent evaluation of LLMs.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications P-MMEval : A parallel multilingual multitask benchmark for consistent evaluation of LLMs
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.957255Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc5298f6-86db-404f-b72f-8240e6a913ce · outbound
This paper cites Instruction-Following Evaluation for Large Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Instruction-Following Evaluation for Large Language Models
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.959754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fc2dfe3-78b3-47cf-b198-f602250c3b73 · outbound
This paper cites AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.962560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c231db0-68a2-445e-8369-725af421312f · outbound
This paper cites write newline.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications write newline
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.965325Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91079cf3-3bcc-4fd1-8455-893994a895e8 · outbound
This paper cites GPT-4 Technical Report.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GPT-4 Technical Report
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.969460Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 879dac9d-b926-4e23-8fdf-abaea09e9c52 · outbound
This paper cites Agno: Full-stack framework for building multi-agent systems with memory, knowledge and reasoning.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Agno: Full-stack framework for building multi-agent systems with memory, knowledge and reasoning
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.972466Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5954b90c-331b-4e4b-905a-9d2a9574cc74 · outbound
This paper cites Model context protocol.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Model context protocol
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.975119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f11d3205-87f2-4ed7-a76a-ee8b34a287fc · outbound
This paper cites Claude 3.5 sonnet.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Claude 3.5 sonnet
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.845513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3ab626f5-1f00-428c-83aa-eed750ac4852 · outbound
This paper cites Arize-phoenix.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Arize-phoenix
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.836519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c6dcfa27-8b00-46fb-b40d-00b58a8a233f · outbound
This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.983799Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1898942b-7647-4012-9f89-0fbef54233b8 · outbound
This paper cites Enhancing tool learning in large language models with hierarchical error checklists.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Enhancing tool learning in large language models with hierarchical error checklists
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.827205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 32ddc935-9ab7-4708-a0e1-59d0828ef6f0 · outbound
This paper cites Improving factuality and reasoning in language models through multiagent debate.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Improving factuality and reasoning in language models through multiagent debate
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.989416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1137e89-1951-41e1-beb1-ea08725732ce · outbound
This paper cites A2a protocal.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications A2a protocal
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.812902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e92f8cd9-1c61-4f61-81c5-1fbdaf2a64d6 · outbound
This paper cites Metagpt: Meta programming for A multi-agent collaborative framework.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Metagpt: Meta programming for A multi-agent collaborative framework
Reference 85
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.803973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation afdd7829-afd3-489d-9a67-f35c6c64bdfe · outbound
This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:28.997770Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25f2c9b2-d731-4b6d-9c3c-255ca9490c80 · outbound
This paper cites OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:29.000507Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df6996d7-59a3-4326-b775-6236ba553d05 · outbound
This paper cites GPT-4o System Card.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GPT-4o System Card
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:29.003585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2a5bd3e-7339-4725-a3ec-464ffa6618e0 · outbound
This paper cites Langchain.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Langchain
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.794840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5cc72a25-9fdb-48b1-8705-baba1db0f4ef · outbound
This paper cites Langfuse.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Langfuse
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.785795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b6f4e071-8eca-4b39-b25e-4d37fdc120a2 · outbound
This paper cites KIMAs: A Configurable Knowledge Integrated Multi-Agent System.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications KIMAs: A Configurable Knowledge Integrated Multi-Agent System
Reference 91
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:26:29.172577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 22a3b088-05fc-46dd-98f5-649a0d75604a · outbound
This paper cites ToolACE: Winning the Points of LLM Function Calling.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications ToolACE: Winning the Points of LLM Function Calling
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:29.015295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a49e3a1-aa53-4f53-9078-2c94d9f86129 · outbound
This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:29.018707Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 487869ab-9f7d-490b-8e9e-4bedf7ba50fb · outbound
This paper cites The llama 4 herd: The beginning of a new era of natively multimodal ai innovation.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The llama 4 herd: The beginning of a new era of natively multimodal ai innovation
Reference 94
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.776578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3ae36d0d-40ae-4b1b-8336-af19e06d2be2 · outbound
This paper cites Playwright mcp.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Playwright mcp
Reference 95
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.766939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 64910036-42e2-4377-a4c8-6a1804d820da · outbound
This paper cites Ray: A distributed framework for emerging \ AI \ applications.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Ray: A distributed framework for emerging \ AI \ applications
Reference 96
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.756821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5a054daa-6767-4ba8-965c-fe346b19006c · outbound
This paper cites Opentelemetry.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Opentelemetry
Reference 97
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.746551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b8e2e246-4e89-4442-9d8d-5b9af6c3dfaf · outbound
This paper cites Very Large-Scale Multi-Agent Simulation in AgentScope.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Very Large-Scale Multi-Agent Simulation in AgentScope
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:26:29.032754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 613c164e-6e49-4c48-ae37-94e14a68e79e · outbound
This paper cites Less is more: Optimizing function calling for llm execution on edge devices.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Less is more: Optimizing function calling for llm execution on edge devices
Reference 99
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.737721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 226c9907-6294-45e4-82b2-39e2efe8675e · outbound
This paper cites Pydantic.
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Pydantic
Reference 100
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:26:29.728429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
Observation c7bacaf3-817b-4a10-b69e-6324df36b2d8 · inbound
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory cites this paper.
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:19:54.458093Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3977c299-a18b-4430-891f-4288bbc6d5a9 · inbound
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company cites this paper.
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:21:09.485779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 53867677-6f80-419b-8894-e6450b429b01 · inbound
Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns cites this paper.
Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:48:55.513623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6c56c3ff-df09-4df5-b6d6-955ed438e836 · inbound
RIFT-Bench: Dynamic Red-teaming For Agentic AI Systems cites this paper.
RIFT-Bench: Dynamic Red-teaming For Agentic AI Systems AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T11:19:50.275843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2a91f58e-8f51-4e94-ac36-09bfab5accf5 · inbound
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents cites this paper.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.368200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f9e6ccf2-f795-4373-9f82-70adfba0af14 · inbound
Scalable LLM Agent Tool Access in the Cloud cites this paper.
Scalable LLM Agent Tool Access in the Cloud AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T22:57:36.404692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b889d0a-35ae-465c-829a-55c625fc1aac · inbound
From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps cites this paper.
From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:30:37.681486Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.