Level 3: Reasoning Agents.
Contains a self-directed agent where the agent works on a task, uses tools/skills, decides next steps, and decides if it is done on a loop. Includes today’s reasoning agents (e.g. GPT-o3) and AI code assistants (Replit, Lovable, Cursor, etc)
LLMS
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Level 3 Reasoning Agents: Self-Directed AI Systems and Tools
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Level 1: GPTs and Basic Bots Overview
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Level 1: GPTs & Basic Bots
GPTs, simple bots, and system prompts. May include retrieval of info from documents. -
MongoDB Atlas GraphRAG Integration for Enhanced LLM Reasoning
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MongoDB Atlas GraphRAG MongoDB Atlas just launched a GraphRAG integration that combines knowledge graphs with LLMs, automatically creating graphs from documents for smarter retrieval and multi-hop reasoning with 2x better accuracy. Build better AI apps with GraphRAG Link
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AI Scientists Featured in Tim Rocktäschel’s ICLR2025 Keynote on LLM Agents
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AI Scientists mentioned in Tim Rocktäschel’s keynote speech at #ICLR2025 today! Exciting times for pushing the limits of LLM agents in an open-ended world
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Paper2Code: Automating Code Generation from Scientific Papers
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Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Seo et al.: https://
arxiv.org/abs/2504.17192 #ArtificialIntelligence #DeepLearning #MachineLearning -
DeepSeek R2 Leaks: 97% Cost Reduction and Ascend 910B Clusters
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DES INFOS FUITENT SUR DEEPSEEK R2 ! Deepseek R2 réduit ses coûts unitaires de 97,3 % et s'apprête à être lancé (rumeur). Utilise un cadre d'entraînement distribué développé en interne Atteint 82 % d'utilisation sur les clusters de puces Ascend 910B Délivre 512 pétaflops en
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Subscribe to AI Engineering Weekly Tutorials on ML and LLMs
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If you're interested in ML, LLMs, RAG, and AI Agents and want to receive tutorials every week, subscribe to AI Engineering (for free): http://
aiengineering.beehiiv.com/subscribe If you found it useful, reshare this tweet with your network. -
MCP Use: Open Source Library for LLM Tool Integration
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Bonus: MCP Use MCP Use is an Open Source MCP Client Library that connects any LLM to MCP tools for building custom agents with tool access. Connect any LLM to any MCP server!