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LLM Wiki

Uno strumento per gestire le basi di conoscenza:Karpathy’s LLM Wikihttps://youtu.be/inS73c-9XXQ?si=TgUarkyazf06jYrFhttps://youtu.be/LLxBcc_bMS8?si=f2RFbmyHKWdlhuxx

AutoResearchClaw

Multi-agent system basato su OpenClaw per simulare ricerche scientifiche fino alla produzione di paper:https://github.com/aiming-lab/AutoResearchClawhttps://youtube.com/shorts/FRTFUV4dXdc?

AutoReaserch

Agente AI per condurre in autonomia ricerche su modelli di Machine Learning:https://github.com/karpathy/autoresearch

Agentic design patterns

Agent-as-a-judge – https://arxiv.org/pdf/2601.05111 AI Agents & Agentic AI taxonomy – https://arxiv.org/pdf/2505.10468 Agentic AI design patterns – https://aiagent.marktechpost.com/post/top-6-agentic-ai-design-patterns

Tools and frameworks to build AI Agents

MLFlow – engineering platform to debug, evaluate, monitor, and optimize AI applications – https://github.com/mlflow/mlflow LangSmith from LangChain – https://smith.langchain.com/ OctoTools from Stanford Univ. – https://octotools.github.io/ Poetiq – https://poetiq.ai/… 

Protocols and tools

Agent2Agent protocol – https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability/ MCP – https://modelcontextprotocol.io/introduction  A MCP directory – https://mcp.so/

Genesis Mission

A National (US) Mission to Accelerate Science Through Artificial Intelligence – https://genesis.energy.gov/ Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision –… 

Hypotesis generation & verification

Exp-Bench (P.T.J.Kon et al., 06.2025) – https://arxiv.org/abs/2505.24785 NovelSeek – Building Closed-Loop System from Hypothesis to Verification https://alpha-innovator.github.io/NovelSeek-project-page/ (B.Zhang et al., 05.2025) – https://arxiv.org/abs/2505.16938 AI-Researcher: Autonomous Scientific Innovation https://github.com/HKUDS/AI-Researcher (J.Tang et al.,… 

AI Agents for Astronomy

AI Agents for Ground-Based Gamma Astronomy – Kostunin+ – https://arxiv.org/abs/2503.00821