Top AI Papers of The Week (September 22-28): – ATOKEN
– LLM-JEPA
– Code World Model
– Teaching LLMs to Plan
– Agents Research Environments
– Language Models that Think, Chat Better
– Embodied AI: From LLMs to World Models Read on for more:
LLMS
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Top AI Papers of the Week: LLMs, Agents, World Models
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MCP Beyond Tool Calling: Two-Way Communication Between AI Apps
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MCP is getting so good! Most developers think MCP is just another tool calling standard, but that’s just scratching the surface. Here's what makes MCP powerful (explained with examples): Unlike simple tool calling, MCP creates a two-way communication between your AI apps and
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Generative AI’s Failure to Build Robust World Models
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Generative AI’s crippling and widespread failure to induce robust models of the world: https://
open.substack.com/pub/garymarcus
/p/generative-ais-crippling-and-widespread?r=8tdk6&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
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LLMs Transformational and Creative with Better AI Architectures Emerging
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I fully agree with both of those earlier tweets. I think LLMs will be transformational and are increasingly creative. Will even better architectures for AI emerge? I think that's likely, too.
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LLMs Refuse CAPTCHAs Despite Superior Solving Ability
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Its kind of funny that AI can definitely do most common CAPTCHAs better than humans and the reason that CAPTCHAs still work is because the big LLMs often refuse to do them.
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Free Hitchhiker’s Guide to Machine Learning Fundamentals
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Free eBook: A Hitchhiker's Math Guide to #MachineLearning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Hitchhiker-Gui
de
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Vector Search Toolkit for NLP Solutions with Elastic
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Vector Search for Practitioners with Elastic — A toolkit for building #NLProc solutions for search, observability, and security: http://
amzn.to/3vEkWFe v/ @PacktDataML —————
#DataScience #Analytics #DataScientist #MachineLearning #AI #VectorDB #RAG #LLMs #GenerativeAI #GenAI -
LLMs World Models Robustness Debate LeCun Bengio Sutton
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If you want to actually understand the arguments about LLMs and world models—and why LeCun, Bengio, @RichardSSutton and I have landed in similar places—read my essay “Generative AI’s crippling and widespread failure to induce robust models of the world”
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100+ Free Step-by-Step AI Agents and RAG Tutorials
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100+ free step-by-step tutorials with code covering: AI Agents RAG Systems Voice AI Agents MCP AI Agents Multi-agent Teams Autonomous Game Playing Agents P.S: Don't forget to subscribe for FREE to access future tutorials.
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CaMeL Pattern: Building More Sophisticated AI Systems
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The most convincing pattern I've see for building more sophisticated things than that is CaMeL, but it's extremely hard to implement