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Agents for Experiments, Experiments for Agents: A Design Grammar for AI-Enabled Experimental Science  🤖AI Agents
arxiv.org·3h
Grounded Continuation: A Linear-Time Runtime Verifier for LLM Conversations  🤖Local LLMs
arxiv.org·4d
Targeted Tests for LLM Reasoning: An Audit-Constrained Protocol  🔢Kolmogorov Complexity
arxiv.org·6d
Stateful Reasoning via Insight Replay  💬Prompt Engineering
arxiv.org·4d
Drop the Act: Probe-Filtered RL for Faithful Chain-of-Thought Reasoning  💬Prompt Engineering
arxiv.org·6d
OpenDeepThink: Parallel Reasoning via Bradley--Terry Aggregation  💬Prompt Engineering
arxiv.org·4d
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems  🤖AI Agents
arxiv.org·4d
Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning  🧩Cognitive Architecture
arxiv.org·4d
CHAL: Council of Hierarchical Agentic Language  🎭Anthropic Claude
arxiv.org·5d
Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies  🤖AI Agents
arxiv.org·6d
Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers  💬Prompt Engineering
arxiv.org·6d
PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement  🤖AI Agents
arxiv.org·6d
PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents  🕸️Knowledge Graphs
arxiv.org·5d
The Granularity Mismatch in Agent Security: Argument-Level Provenance Solves Enforcement and Isolates the LLM Reasoning Bottleneck  🤖AI Agents
arxiv.org·6d
Diagnosing Training Inference Mismatch in LLM Reinforcement Learning  💬Prompt Engineering
arxiv.org·4d
PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents  🔢Kolmogorov Complexity
arxiv.org·6d
Deep Reasoning in General Purpose Agents via Structured Meta-Cognition  🧩Cognitive Architecture
arxiv.org·6d
Embedding Perturbation may Better Reflect Intermediate-Step Uncertainty in LLM Reasoning  🔢Kolmogorov Complexity
arxiv.org·4d
Agentic Systems as Boosting Weak Reasoning Models  🤖AI Agents
arxiv.org·4d
Beyond Similarity Search: Tenure and the Case for Structured Belief State in LLM Memory  🔢Kolmogorov Complexity
arxiv.org·6d
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