Join our Community Jam Session on Dec 15 (Dec 16 for some APAC zones)! Share your feedback on LangChain 1.0 & 1.1, what’s working, what’s not, and what you love. Your input shapes LangChain’s future! RSVP: https://
luma.com/085nyxmj
LLMS
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LangChain Community Jam Session on December 15
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General Purpose Agents: Achieving More with Fewer Tools
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General purpose agents like Claude Code and Manus use remarkably few tools. How? By giving agents access to a computer. With bash and filesystem tools, agents can perform actions without needing specialized bound tools for every task. Skills also offer two key advantages over
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Pretraining and Finetuning Outperform Algorithm Discovery in AI
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AI has crushed it since this post way beyond expectation. I made the same category of mistake all of AI was making, of thinking we have to discover and write the algorithm. You don't. You pretrain and then finetune a BIG neural network on lots of tasks and it just falls out. lol.
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LLM Tool Identifies Outdated Laws and Suggests New Wording
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Who's working on an LLM-based tool to identify the 100 most poorly written or obsolete laws and regulations in each jurisdiction? It identifies the problem, provides evidence of why it needs to be changed and suggests new wording that a legislator can review, propose and enact.
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LLMs Recognizing Functions Across Programming Libraries
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I've had medium success asking LLMs if a thing exists, it works out of the box for some of the more well-known things (e.g. both GPT 5.1 and Gemini 3 know about this function if you describe the tensor transformation in words). For more esoteric or new libraries (e.g. uv being a
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ChatGPT launches Shopping Research: AI agent test and explanation
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#ChatGPT just launched Shopping Research, an AI Agent that shops for you. What is it and how does it work? Here is my test and detailed explanation → https://youtu.be/z8i3iuX-Me4 #ChatGPT5 #GPT5 #Ecommerce
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Agent Skills Now Available in Deep Agents CLI
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Agent skills are now available in the Deep Agents CLI, enabling you to use the large and growing collection of public skills with your agents. In this video we discuss: – What agent skills are and why they’re interesting
– How agents make use of skills
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Building Multi-Agent Systems with Vision Capabilities
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LLMs can't see. How can we build effective multi-agent systems with vision capabilities? Building multimodal models from scratch is expensive. Training joint vision-language architectures requires massive compute, specialized datasets, and careful optimization. But there's
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Grok 4.1 Thinking ranks #2, Grok 4.1 #3 on LMArena; #1 by Jan?
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Grok 4.1 Thinking claims the top 2 spot on the LMArena text leaderboard (preliminary), with Grok 4.1 following with the top 3. Top 1 by Jan?
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Black Forest Labs Releases FLUX.2 Models
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BREAKING 🚨: Black Forest Labs released FLUX.2 [pro] and FLUX.2 [flex] image generation models!
— 🚨 AI News | TestingCatalog (@testingcatalog) 25 novembre 2025
– FLUX.2 [pro]: State-of-the-art quality at maximum speed.
– FLUX.2 [flex]: Maximum precision with complete creative control. https://t.co/AyYfIe73G3 pic.twitter.com/y0bVzOvRSSBREAKING : Black Forest Labs released FLUX.2 [pro] and FLUX.2 [flex] image generation models! – FLUX.2 [pro]: State-of-the-art quality at maximum speed. – FLUX.2 [flex]: Maximum precision with complete creative control.