Define your agent logic once, then configure and deploy specialized versions on the fly with LangGraph Assistants. In this video tutorial, you'll learn how to use LangGraph Assistants to: Turn static agents into flexible, runtime-configurable systems Build and manage
LLMS
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LLMs Understanding Concepts: Potemkin Intelligence or Real Comprehension
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Can LLMs truly understand concepts or just fake it well enough to pass tests? Researchers found potemkin understanding Models define concepts correctly 94% of the time, but fail to apply them 40-55% of time AI benchmarks may be fundamentally flawed for measuring understanding
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OpenAI’s Transcription Issues Hint at Upcoming GPT-5
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Hey @OpenAI – I know you're OOO, but your transcription is having a bad day. Absolutely nothing referencing GPT-5 in this dictation. But good to know it's coming 😉
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Docling: Open-Source Document and Audio Parsing Tool
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Transform any document into LLM-ready data! Docling is an open-source Python package that makes document parsing effortless. Docling also supports audio. Just drop in a .mp3 or .wav file and get clean, structured text using Automatic Speech Recognition. 100% Open Source
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Hugging Face Launches Documentation Tool for MCP Server
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There's a new Tool in the HF MCP server and it's not just any random Tool… it's the Documentation tool Search accross all of @huggingface products (hub, inference) & libraries (transformers, diffusers), from the comfort of your local or remote LLM. Go to your MCP
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Gemini 2.5 Pro excels at synthesizing complex topics analysis
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Gemini Deep Research has gotten very good since it was upgraded to 2.5 Pro. Claude and ChatGPT tend to go a good job acting like analysts and building an argument, but Gemini is probably the best right now at synthesizing a coherent overview of a complex topic.
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Stealth Model Reminds Me of o3 Experience
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Yeah, last time a stealth model caught my attention like this it was o3 I believe
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New ChatGPT Interface Naming Changes Spotted Ahead of GPT-5
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New naming sighted in the ChatGPT interface. They're probably tweaking some names to get ready for GPT-5 (or whatever it'll be called)
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LLM Research Ideas Less Novel Than Human-Generated Ones Study
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LLMs can generate research ideas that look more novel than humans’, but are they actually better? Stanford ran a study where LLM- or human-authored ideas were tested Human ideas were blindly rated consistently better, with LLM ideas seeing 37× larger score drops post-execution
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HyperWrite Climbs Rankings with OpenRouter Attribution
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We finally added attribution to some of HyperWrite's OpenRouter usage. Pretty cool to watch it climb the rankings very quickly! Coming for you @cline 🙂