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Source channel @githubtrending · Post #15401 · Jan 8

#python#agent#agentic_ai#agentic_framework#agentic_workflow#ai#ai_agents#ai_companion#ai_roleplay#benchmark#framework#llm#mcp#memory#open_source#python#sandbox MemU lets AI systems take in conversations, documents, and media, turn them into structured memories, and store them in a clear three-layer file system. It offers both fast embedding search and deeper LLM-based retrieval, works with many data types, and supports cloud or self-hosted setups with simple APIs. This helps you build AI agents that truly remember past interactions, retrieve the right context when needed, and improve over time, making your applications more accurate, personal, and efficient. https://github.com/NevaMind-AI/memU

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AI & Law

@ai_and_law · Post #377 · 08/19/2024, 07:04 AM

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MIT CSAIL Unveils Groundbreaking AI Risk Repository MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) has launched its first-ever AI Risk Repository, setting a new standard for understanding and managing AI risks. This comprehensive database, encompassing over 700 identified risks from 43 existing frameworks, is poised to become an essential tool for stakeholders across the AI ecosystem. The AI Risk Repository is divided into three key components: ✅ AI Risk Database - a detailed compilation of risks, complete with references. ✅ Causal Taxonomy of AI Risks - an analytical framework that explains how, when, and why these risks manifest. ✅ Domain Taxonomy of AI Risks - categorizes these risks into seven domains and 23 subdomains. This repository offers an invaluable resource for researchers, developers, policymakers, and regulators, providing a unified reference point for identifying, analyzing, and mitigating AI-related risks. #AIandLaw#AIrisks#MITCSAIL#AIregulation#ResponsibleAI

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