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Paper Citation Record · LEDGER

Aime: Towards Fully-Autonomous Multi-Agent Framework

As of 18 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 5 inbound Pith citation observations for arXiv:2507.11988.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.11988 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:59:40.742556Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:33:37.094460Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-15T22:18:15.182801Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ba421a9-b4b6-47ec-a210-49a045375340 · outbound

This paper cites Language models are few-shot learners.

Aime: Towards Fully-Autonomous Multi-Agent Framework Language models are few-shot learners

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:59:41.373558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:59:39.589912Z digest=sha256:60c89fa5abf117cd3711855466090597be10ddf4f9ca795b74429970345fc4ab

Observation 8be2850f-2a46-4b54-bf5b-cdb7cb2da15d · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

Aime: Towards Fully-Autonomous Multi-Agent Framework AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:39.866395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:39.866395Z digest=sha256:6e120da858b01630c2b67bdbfcde5b90bfcbd656e46b44e1a9fe7b80646090a8

Observation 1dee2c63-bca1-4dd7-b125-4e2ccb52c189 · outbound

This paper cites OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation.

Aime: Towards Fully-Autonomous Multi-Agent Framework OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:40.057408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:40.057408Z digest=sha256:67ba1ab1d06d75c408a66f79e5ba78b83c03c215bc73d3426c3ac95578575ffc

Observation 03b5dfc7-53e4-4017-9322-d9ea3b6430db · outbound

This paper cites Understanding the planning of LLM agents: A survey.

Aime: Towards Fully-Autonomous Multi-Agent Framework Understanding the planning of LLM agents: A survey

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:40.292613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:40.292613Z digest=sha256:fc0d327b91b69df666c3495cd6ba8807899018fe7df247ee8ea21270aeef66c0

Observation f6d77353-5795-4648-a4f1-856bfeea8a29 · outbound

This paper cites MarsCode Agent: AI-native Automated Bug Fixing.

Aime: Towards Fully-Autonomous Multi-Agent Framework MarsCode Agent: AI-native Automated Bug Fixing

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:40.382661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:40.382661Z digest=sha256:1a5fa37dcb4782dc8a82bae06d930dca2e13a2f3a1a70d2de85ba25ca17c0f28

Observation f2c8b1bc-a7d5-4390-b79e-9398d4d0c918 · outbound

This paper cites GPT-4 Technical Report.

Aime: Towards Fully-Autonomous Multi-Agent Framework GPT-4 Technical Report

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:40.503867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:40.503867Z digest=sha256:7860a882fbca0dcf2c34ead13e2b76d41df2cd22816689ba4f0b77b2fd624012

Observation a4227c5a-fc91-40b4-b920-37f2f3323a12 · outbound

This paper cites V oyager: An open-ended embodied agent with large language models.

Aime: Towards Fully-Autonomous Multi-Agent Framework V oyager: An open-ended embodied agent with large language models

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:59:41.127268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:59:40.621421Z digest=sha256:d469b1c2023089ed5ac30b25cdb99a033eb73be1467c220a7752b14e7e3fdeed

Observation b71ab05c-7e97-49d3-9f60-13efbd0a1b17 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Aime: Towards Fully-Autonomous Multi-Agent Framework AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:40.682006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:40.682006Z digest=sha256:a1559bf48697873dfac33f38514c866acf607207abb221fd4471bfcdaf800989

Observation 452a6adf-0286-48fd-82a1-07ad4ebb8843 · outbound

This paper cites Multi-agent Architecture Search via Agentic Supernet.

Aime: Towards Fully-Autonomous Multi-Agent Framework Multi-agent Architecture Search via Agentic Supernet

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:40.742556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:40.742556Z digest=sha256:e3b60da5489d5bcc282a814522f942f6b5383c7d67623314ab481ca1914d6c27

Observation bcc1662b-5e3c-4f36-b36b-652713468c2c · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

Aime: Towards Fully-Autonomous Multi-Agent Framework Why Do Multi-Agent LLM Systems Fail?

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:39.665437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:39.665437Z digest=sha256:2195c93d8ac59b7e5b8abb8d8b4de51cde36398ba919657e8539833c80cc11a7

Observation d6c76f69-800a-401c-9415-72961e538eb6 · outbound

This paper cites FlowReasoner: Reinforcing Query-Level Meta-Agents.

Aime: Towards Fully-Autonomous Multi-Agent Framework FlowReasoner: Reinforcing Query-Level Meta-Agents

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:39.941777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:39.941777Z digest=sha256:b562f9c82ea5827fc7016c7ea3f94cad9fbdc0a9cf04a071b040c65d21abe767

Observation 0d3c0453-5ea6-473d-ae10-d4a6a65fdaa7 · outbound

This paper cites CodeR: Issue Resolving with Multi-Agent and Task Graphs.

Aime: Towards Fully-Autonomous Multi-Agent Framework CodeR: Issue Resolving with Multi-Agent and Task Graphs

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:39.739841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:39.739841Z digest=sha256:62440b556aae85d525e6e34d7defa155b45e24710779b320f5af80c02c8945f3

Observation 12e8576d-659d-45f9-8fbc-3b7f97630900 · outbound

This paper cites Automated Design of Agentic Systems.

Aime: Towards Fully-Autonomous Multi-Agent Framework Automated Design of Agentic Systems

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T16:59:40.164586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:59:40.164586Z digest=sha256:4c54650c600b32190a70c2e64e9491c84eaef075e0ebc0e0d765b793cd7608a1

Pith citing papers

Observation 575f892a-375a-4177-8df8-c4361484a34b · inbound

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction cites this paper.

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction Aime: Towards Fully-Autonomous Multi-Agent Framework

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T17:31:13.175711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:31:13.175711Z digest=sha256:423ef67f457331014925204463650e5045913351d23e4cab4b010adeda4a5ccf

Observation c6a2f9aa-e17e-417e-906c-aa1efd125b85 · inbound

Exploring Spatial-Temporal Dynamics in Event-based Facial Micro-Expression Analysis cites this paper.

Exploring Spatial-Temporal Dynamics in Event-based Facial Micro-Expression Analysis Aime: Towards Fully-Autonomous Multi-Agent Framework

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:37.094460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:33:37.094460Z digest=sha256:9d93efaea4dfa095e23dea12f43278ade36b1bf676adc78017a0a0161b591eb8

Observation 3d99b830-a1f2-4a52-813a-5115d7ca75bb · inbound

MemEvolve: Meta-Evolution of Agent Memory Systems cites this paper.

MemEvolve: Meta-Evolution of Agent Memory Systems Aime: Towards Fully-Autonomous Multi-Agent Framework

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:18:15.187431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T22:18:15.149975Z digest=sha256:b5cfea21e6aacc84748d82d50473e58745985f2caf8041a4250bc632ed5674c9

Observation 64df0401-b7bf-42a7-924b-5f787f12e48e · inbound

Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows cites this paper.

Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows Aime: Towards Fully-Autonomous Multi-Agent Framework

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T07:06:52.871981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T07:05:43.392997Z digest=sha256:63d219c47195ce4841baa595275cc8f7330b66813d45de955e01561d616595bc

Observation 215f4707-3ad7-490c-968c-8cec6f4324ae · inbound

OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction cites this paper.

OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction Aime: Towards Fully-Autonomous Multi-Agent Framework

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:41:20.297379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-07T16:23:36.888399Z digest=sha256:1e6f40e8c41927e414e28a2ceb7a5302bbcc36bf7d7e54573ce7d087f0af4fc5