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Goal-Oriented Reasoning for RAG-based Memory in Conversational Agentic LLM Systems  🧠Symbolic AI
arxiv.org·6d
8 Architectural Pillars to Boost GenAI LLM Accuracy and Performance in Low Cost  🤖Local LLMs
techcommunity.microsoft.com·2d
Troubleshooting AI Agents: Advanced Data-Driven Techniques of Improving AI Agent Performance  🤖AI Agents
mlops.community·5d
How RecursiveMAS speeds up multi-agent inference by 2.4x and reduces token usage by 75%  🤖AI Agents
venturebeat.com·3d
Compression, Dynamics, and Control in Large Language Models: Toward a High-Level Theory  🔢Kolmogorov Complexity
philsci-archive.pitt.edu·3d
Agents Have (Information) Needs  🦊Information Foraging
jbarrow.ai·3d·Hacker News
fast, multimodal context for agents. LLM-based agents handle text…"  🤖Local LLMs
huggingface.co·6d·Hacker News
Step-wise Rubric Rewards for LLM Reasoning  🔢Kolmogorov Complexity
arxiv.org·3h
Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most  💬Prompt Engineering
arxiv.org·1d
Scientific Logicality Enriched Methodology for LLM Reasoning: A Practice in Physics  🔬Scientific Modeling
arxiv.org·3h
Concepts for Reliability of LLMs in Production  🤖Local LLMs
mlops.community·5d
Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation  🤖AI Agents
arxiv.org·1d
VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems  🤖AI Agents
arxiv.org·3h
LongMINT: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems  🔢Kolmogorov Complexity
arxiv.org·3h
OProver: A Unified Framework for Agentic Formal Theorem Proving  🤖AI Agents
arxiv.org·3h
RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents  🤖Local LLMs
arxiv.org·1d
Reasoning Models Don't Just Think Longer, They Move Differently  🧩Cognitive Architecture
arxiv.org·1d
ACIL: Auto Chain of Thoughts for In-Context Learning  💬Prompt Engineering
arxiv.org·3h
Charon: A Unified and Fine-Grained Simulator for Large-Scale LLM Training and Inference  🔢Kolmogorov Complexity
arxiv.org·3h
DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory  🧩Cognitive Architecture
arxiv.org·1d

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