Tag: llm
All the articles with the tag "llm".
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Notable Papers from ICLR, ICML, NeurIPS, CVPR, EMNLP (2025–2026): An Award-Grounded Reading List
A short, hyperlinked reading list of award-winning and outstanding papers from ICLR 2025/2026, ICML 2025, NeurIPS 2025, CVPR 2025, and EMNLP 2025. One- to three-line summaries with direct arXiv and venue links.
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Society of Models: A Citation-Grounded Survey of AI Agent Collaboration Research (2023–2026)
An end-to-end survey of AI agent collaboration as it stands in May 2026, grounded in 100+ citations from ICML/ICLR/NeurIPS 2023–2026 and arXiv. Architectures (AutoGen, MetaGPT, Magentic-One, OpenHands, ADAS, AFlow), communication protocols (MCP, A2A), critic/verifier patterns (Self-Refine, Reflexion, LLM-Modulo), planning and decomposition (ReAct, Tree-of-Thoughts, CodeAct, GPTSwarm), benchmarks (SWE-bench, GAIA, WebArena, OSWorld, τ-bench, MLE-bench, TheAgentCompany), the contrarian compute-fair-comparison literature (Stop Overvaluing MAD, Agentless, Mixture-of-Agents rethinks), and safety/control (AI Control, debate, collusion, AgentHarm). With negative results and the methodological crisis foregrounded.