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  • Ollama’s Agent UI Is a Useful Signal on a Quiet AI News Day

    Ollama’s Agent UI Is a Useful Signal on a Quiet AI News Day

    Ollama’s new agent UI is a useful prompt for builders: design permissions, review and model choice before the next frontier…

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    July 13, 2026
    · Agentic AI, AI News, meLink Notes, Open Source AI
  • vLLM 0.25 Makes Open Model Serving More Product-Ready

    vLLM 0.25 Makes Open Model Serving More Product-Ready

    vLLM 0.25 upgrades the serving layer for open AI models, while Ollama and llama.cpp sharpen local agent and edge options.

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    July 12, 2026
    · Agentic AI, AI News, Open Source AI
  • AI Knowledge Expiry: Why Your Assistant Needs It

    AI Knowledge Expiry: Why Your Assistant Needs It

    AI knowledge expiry keeps stale pricing, policies, and promises from becoming confident mistakes. Give every source an owner and review…

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    July 11, 2026
    · Agentic AI, AI Strategy, meLink web, Privacy, Product Notes
  • Apple Sues OpenAI for Trade Secret Theft as Safety Head Exits

    Apple Sues OpenAI for Trade Secret Theft as Safety Head Exits

    Apple accuses OpenAI of leadership-directed trade secret theft, OpenAI’s safety head departs, UK finds GPT-5.6 jailbreaks, Meta retreats on Instagram…

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    July 11, 2026
    · Agentic AI, AI News, meLink Notes, Open Source AI
  • Treat AI Confidence as a Signal, Not a Guarantee

    Treat AI Confidence as a Signal, Not a Guarantee

    The real AI risk isn’t the system that says I don’t know. It’s the one that’s confident and wrong. Treat…

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    July 10, 2026
    · Agentic AI, AI Strategy, meLink web, Product Notes
  • ChatGPT Work, Muse Spark 1.1, and Simo’s Exit: OpenAI’s Product War Meets Meta’s Price War

    ChatGPT Work, Muse Spark 1.1, and Simo’s Exit: OpenAI’s Product War Meets Meta’s Price War

    OpenAI shipped ChatGPT Work and GPT-5.6, then lost No. 2 exec Fidji Simo. Meta’s Muse Spark 1.1 undercuts on price.…

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    July 10, 2026
    · Agentic AI, AI News, meLink Notes
  • Your AI Prompt Is a Job Description, Not a Wish

    Your AI Prompt Is a Job Description, Not a Wish

    Most business prompts are vague wishes that get vague results. Treating a prompt as a job description is the highest-leverage…

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    July 9, 2026
    · Agentic AI, AI Strategy, Product Notes
  • Grok 4.5 and GPT-5.6: xAI and OpenAI Fire the Opening Shots in the AI Price War

    Grok 4.5 and GPT-5.6: xAI and OpenAI Fire the Opening Shots in the AI Price War

    xAI’s Grok 4.5 ships at half the cost of Anthropic’s Opus. OpenAI’s GPT-5.6 goes public after Trump lifts restrictions. Here’s…

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    July 9, 2026
    · Agentic AI, AI News, meLink Notes
  • The Correction Loop Is Where AI Actually Learns Anything

    The Correction Loop Is Where AI Actually Learns Anything

    Most teams fix the same AI mistake every week and never feed the fix back. The correction loop is how…

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    July 8, 2026
    · Agentic AI, AI Strategy, meLink web, Privacy, Product Notes
  • Microsoft Swaps OpenAI for Its Own MAI Models in Office

    Microsoft Swaps OpenAI for Its Own MAI Models in Office

    Microsoft is routing Word and Excel prompts to in-house MAI models, not OpenAI’s. Plus: Claude Cowork goes mobile, DeepSeek designs…

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    July 8, 2026
    · Agentic AI, AI News, meLink Notes
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