Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-14T01:40:53.351795Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 100 of 137 outbound references and 83 inbound Pith citation observations for arXiv:2303.17760.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-14T01:40:53.351795Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T08:52:22.517554Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T06:15:00.866473Z
100 of 137 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4b2da26b-5d3b-4016-aa80-24fbae265038 · outbound
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Imitating interactive intelligence
Reference 1
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Do as i can, not as i say: Grounding language in robotic affordances
Reference 2
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Language models as agent models
Reference 3
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Alignment-based compositional semantics for instruction following
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Introducing claude
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Unresolved cited work
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Do deep nets really need to be deep? Advances in neural information processing systems, 27
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Building a role specified open-domain dialogue system leveraging large-scale language models
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 9
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Constitutional AI: Harmlessness from AI Feedback
Reference 10
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society The hanabi challenge: A new frontier for ai research
Reference 11
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Language models are few-shot learners
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 13
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Extracting training data from large language models
Reference 14
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Extracting Training Data from Diffusion Models
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Langchain
Reference 16
Source-reported events for the cited work
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Cross-layer distillation with semantic calibration
Reference 17
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Evaluating Large Language Models Trained on Code
Reference 18
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society PLACES: Prompting Language Models for Social Conversation Synthesis
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Weakly supervised data augmentation through prompting for dialogue understanding
Reference 20
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Gonzalez, Ion Stoica, and Eric P
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society PaLM: Scaling Language Modeling with Pathways
Reference 22
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Deep reinforcement learning from human preferences
Reference 23
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society The dynamics of reinforcement learning in cooperative multiagent systems
Reference 24
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Selection-inference: Exploiting large language models for interpretable logical reasoning
Reference 25
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Observation dd2c2c70-a81a-4b50-afc9-02ebd6209b48 · outbound
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Coopera- tive ai: machines must learn to find common ground
Reference 26
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Observation 79a086e3-9c68-4d85-9cdd-f4cd6abbd1d9 · outbound
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Open Problems in Cooperative AI
Reference 27
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Observation 5925f737-e6fc-4b08-9d20-f56f4c93cb82 · outbound
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Learning correlated communication topology in multi-agent reinforcement learning
Reference 28
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Kqml as an agent communication language
Reference 29
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Reference 30
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Complexity-Based Prompting for Multi-Step Reasoning
Reference 31
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Artificial intelligence, values, and alignment
Reference 32
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Neural approaches to conversational ai
Reference 33
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society A framework for few-shot language model evaluation, September 2021
Reference 34
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Improving alignment of dialogue agents via targeted human judgements
Reference 35
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Improving alignment of dialogue agents via targeted human judgements
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society The principal-agent alignment problem in artificial intelligence
Reference 38
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Cooperative inverse reinforce- ment learning
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ethical challenges in data-driven dialogue systems
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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Measuring Mathematical Problem Solving With the MATH Dataset
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Reference 49
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Reference 56
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Source-reported events for the cited work
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Reference 58
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Reference 69
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Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations? CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 84
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Observation fe1f1fb3-468e-428f-8a68-ad41d523c85f · inbound
Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 2
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Observation d792f258-c448-47ef-9ed7-f580936d3f27 · inbound
Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 2
Source-reported events for the cited work
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Observation ed9babd4-a060-404a-86e3-6fcf95ffd0c4 · inbound
A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agents CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 22
Source-reported events for the cited work
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Observation a9176871-ff0b-45d3-b0f4-6ce15f1aed34 · inbound
Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs, Declarative Wiring, and Structured Interaction CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 11
Source-reported events for the cited work
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Observation 5a4a1680-bbd8-4a6f-9110-2aac54a9ad46 · inbound
LipoAgent: Coordinating Fine-Tuned LLM Agents for Safer Lipid Design CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 1
Source-reported events for the cited work
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Observation 7140016b-fe03-4efa-b47b-e3e16ecb284f · inbound
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 8
Source-reported events for the cited work
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Observation 67e50726-9e08-4def-817e-cd8d08ffb9a3 · inbound
Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 15
Source-reported events for the cited work
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Observation 91b694ad-89fc-431c-86df-053adda107fc · inbound
Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity? CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 9
Source-reported events for the cited work
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Observation d8773692-6acb-4b73-82db-06d87df6e2e1 · inbound
Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9a01972b-b585-46c0-bdab-b937d4e2b2ec · inbound
What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 789363d1-7f1d-4b5e-80cb-d9cf63d4d48b · inbound
Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 66
Source-reported events for the cited work
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Observation a7fb325a-7b33-4035-9b6e-772b1bc9e324 · inbound
Beyond tokens: a unified framework for latent communication in LLM-based multi-agent systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7c1e2a4e-9862-4ee9-b495-1dd0299ae34b · inbound
Beyond tokens: a unified framework for latent communication in LLM-based multi-agent systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 3
Source-reported events for the cited work
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Observation 7234b2be-40f6-4e45-9142-29dd8e5cd568 · inbound
Queen-Bee Agents: A BeeSpec-Centered Architecture for Governed Enterprise MCP Orchestration CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fbf58296-07cc-41b3-a683-5c133ff1c3d6 · inbound
ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 028edb98-cf2a-4553-ab2b-072de68ef01b · inbound
PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e5a1c6c-45d9-4c15-90cf-1382d75cc6a6 · inbound
PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bf3ac00-4deb-4e3f-8eef-ae7ae73e1bd3 · inbound
What makes a harness a harness: necessary and sufficient conditions for an agent harness CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab1d0184-0a1d-4f08-9644-6e93774d97fa · inbound
The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aa761cdf-40e1-4715-8bd2-43e59e320060 · inbound
Evaluating LLM Coding Agents on SZ-Family Lossy Compression Across Architectures CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e82fe869-73c9-4d9d-be28-3f38e9e73c60 · inbound
A Technical Taxonomy of LLM Agent Communication Protocols CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b257e787-d653-4bd9-86be-52a2e52e4b8a · inbound
OpenRath: Session-Centered Runtime State for Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 21f68ba9-94e6-416f-9179-f6cc32c628f0 · inbound
Atomistic Language Models Understand and Generate Materials CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a2b29646-2563-4f93-9ca8-74d59720331e · inbound
Novelty-Aware Agentic Retrieval: Comparing Research Contributions Through Structured Multi-Step Reasoning CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 79f88ad8-3893-4dbd-a0be-2a35e5c68877 · inbound
PaperClaw: Harnessing Agents for Autonomous Research and Human-in-the-Loop Refinement CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 55725c0f-c44f-417d-86f1-70626585aba3 · inbound
Glite ARF: Verifier-Driven Research with Parallel LLM Coding Agents CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9899fa55-a746-4a02-ae1b-7cebb11691bb · inbound
MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e156f697-d7b6-48ec-ae35-5ff8170c385b · inbound
Auditing Belief-Conditioned LLM Agents in Hidden-Information Social Deduction Games CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26b03074-4147-4cee-8427-f997531bfab3 · inbound
LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45ad74f9-95f2-490d-be29-3b292f910f96 · inbound
AI Agents Do Not Fail Alone:The Context Fails First CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a7c4be0-789c-49f5-8b13-e97999bf956f · inbound
Precise but Uncoupled: Reviewer Precision Does Not Guarantee Critique Uptake in Multi-Agent Math Reasoning CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 488c1782-9367-498c-9335-fda6ab6e4ddf · inbound
Semantic Cooperative Games for Contribution Attribution in LLM-Based Multi-Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 1989
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef463495-76f7-4aa8-af2b-d9ec83391b82 · inbound
Engineering Trustworthy Agentic AI for Critical Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ffbb3e0-f26c-4670-b5d8-e60efc8b7e1d · inbound
A Vocabulary for Multi-Agent Automated Research Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4265d83c-bb19-44c5-b888-79a2950d20c6 · inbound
Agent Team Work Zone: An Automated, Persistent Workspace for Long-Lived Claude Code Agent Teams CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87d64364-72c8-42fe-99cd-3a3e45a42e8e · inbound
SafeFlow: Semantic Information-Flow Control for Blocking Malicious Propagation in Multi-Agent Systems CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0faab73-6ff8-434f-892a-e19e5db24dbd · inbound
What makes prompts a graph: necessary and sufficient conditions for prompt graph engineering CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49817731-0ad2-4c24-8d6a-20a34241c475 · inbound
SKIMIX: Multi-Agent Harness-Time Scaling with Skill Mixture for Dynamic Harness Engineering CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe9df4b3-0278-448c-942d-e2a15f5666b3 · inbound
Global Optimization and Inference-Time Region Grafting for Agentic Workflows CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.