From the Archive
Briefs
Periodic reading lists pairing recent LLM/AI papers with related research from the collection.
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2026-05-31
Multi-Agent Systems are Mixtures of Experts: Who Becomes an Influencer? · Agentic Systems as Boosting Weak Reasoning Models · Scaling Laws for Agent Harnesses via Effective Feedback Compute · +3 more
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2026-05-28
From Simulation to Enaction: Post-trained language models recognize and react to their own generations · Foundation Protocol: A Coordination Layer for Agentic Society · Look Before You Leap: Autonomous Exploration for LLM Agents · +2 more
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2026-05-27
DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning · Hierarchical Concept Geometry in Language Models Emerges from Word Co-occurrence · SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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2026-05-20
There Will Be a Scientific Theory of Deep Learning · Can AI Agents Agree? · Useful Memories Become Faulty When Continuously Updated by LLMs · +1 more
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2026-05-19
There Will Be a Scientific Theory of Deep Learning · Can AI Agents Agree? · Useful Memories Become Faulty When Continuously Updated by LLMs · +1 more