From the meLink team
Tag: AI assistants
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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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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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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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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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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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You Can’t Trust an Agent Whose Plan You Can’t See
Agents that run multi-step plans in the dark are unsupervisable. The next real product layer in agentic AI is visibility:…
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Stop Asking Which AI Model Is Best. Ask Where It Should Run.
The most consequential privacy question in business AI isn’t which model you choose. It’s where each task runs. A placement…
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Switch Your AI Off for a Day. You’ll Learn More Than You Think.
The teams getting the most long-term value from AI are the ones who periodically run a lane without it. Steady…
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The AI Assistant That Says Nothing Is Doing the Most Work
The loudest AI assistant is rarely the most useful one. The work that matters most — monitoring, drafting, flagging, holding…
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Fable 5 Returns, Sonnet 5 Lands, Claude Science Ships: Anthropic’s Biggest Day Since the Ban
US lifts export controls on Fable 5 and Mythos 5. Claude Sonnet 5 brings near-Opus agentic performance at 40% of…