From the meLink team
Tag: AI reliability
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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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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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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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Your AI Assistant Needs a Refusal List, Not a Feature List
Every AI assistant already has a refusal list. Most are hidden, inconsistent, and discovered by accident. The most important design…
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The AI Assistant You Trust Is the One That Rarely Surprises You
Businesses keep measuring AI by how smart it is. The assistants that earn lasting operational trust aren’t the most capable…