I would love some kind of 'smartly monitor terminal' mode. You can kind of do this with a thinking model, but it's unstable. To have maybe a smaller LLM constantly see what's going on in the terminal and then escalating to the big one when bad things happen would be quite cool.
LLMS
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Latest AI Models Excel at Following Instructions
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Would need to see your prompts – I've found the latest models are fantastic at instruction following
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NVIDIA Expands Its Open Model Families for AI
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We are expanding our open model families—including Nemotron, Cosmos, and BioNeMo—to advance development in agentic AI, physical AI, healthcare, and more. [Translated from EN to English]
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Linux, LMStudio, and Exl2/Exl3 for AI Enthusiasts
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Move to Linux and try LMStudio and then Exl2/Exl3
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Criticism of Ollama and recommended alternatives for LLM deployment
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just a gentle reminder that nobody should use ollama > slower than llama.cpp on windows
> slower than mlx on mac
> slop useless wrapper
> literal code thieves alternatives? > lmstudio
> llama.cpp
> exllamav2/v3
> vllm
> sglang
> trt-llm literally anythingʼs better than ollama x.com/stevibe/status… -
24B Model Running in Browser with WebGPU Technology
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24B model running in your browser! https://t.co/dorx4Ux2x7
— Maxime Labonne (@maximelabonne) 25 mars 202624B model running in your browser! Xenova (@xenovacom) WebGPU is INSANE! 🤯 Here's a 24B parameter model running locally in a web browser, at a blazing ~50 tokens/second on my M4 Max. ⚡️ It's the largest model we've ever run with Transformers.js… and we're not stopping here. Big announcement soon. — https://nitter.net/xenovacom/status/2036908326462665211#m
→ View original post on X — @maximelabonne, 2026-03-25 21:10 UTC
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SambaCloud: Seamless OpenAI Alternative for Developers
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Want to see how easy it is to choose SambaCloud?
— SambaNova (@SambaNovaAI) 25 mars 2026
Just set your OPENAI_API_KEY to SambaNova’s, update the base URL, pick your model, and go. Seamless transition from OpenAI and others. 🙌https://t.co/RrTVxRQWb2 pic.twitter.com/Jk5TEfVuUJWant to see how easy it is to choose SambaCloud? Just set your OPENAI_API_KEY to SambaNova’s, update the base URL, pick your model, and go. Seamless transition from OpenAI and others. https://
sambanova.ai/products/samba
cloud?utm_source=x&utm_medium=organic&utm_campaign=developer
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XyFlow Shares llms.txt Implementation for Agent Development
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Great to see @xyflowdev joining the llms.txt party – and sharing some really helpful examples of how llms.txt helps agents get better results! https://
xyflow.com/blog/llms-txt-
agent-skills-ai-development
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Cohere Defines the Future of Sovereign AI with Full Stack
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.@Cohere is defining the future of sovereign AI.
— NVIDIA AI (@NVIDIAAI) 25 mars 2026
Autumn Moulder, VP of Engineering at Cohere, breaks down the requirements for a full AI sovereign stack at #NVIDIAGTC:
✅ Full-Stack Sovereignty: Deploying everything from the model to applications and reasoning traces within a… pic.twitter.com/i5vb5NSIqZ@Cohere is defining the future of sovereign AI. Autumn Moulder, VP of Engineering at Cohere, breaks down the requirements for a full AI sovereign stack at #NVIDIAGTC: ✅ Full-Stack Sovereignty: Deploying everything from the model to applications and reasoning traces within a single data center. ✅ The Power of Openness: Why open models like NVIDIA Nemotron are critical for data lineage and navigating evolving regulations. [Translated from EN to English]
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OpenAI Debuts Major ChatGPT Ads Updates, Including Self-Serve Manager and CPC Bidding
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Most interesting image from this article Everyone changed from classic incadescent lamps to modern LEDs But they don't provide any infrared light Even the warm LEDs you buy barely do We really need incadescent lights back but the EU made those illegal, or we need to buy those