From the meLink team
Tag: AI governance
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An AI Exit Plan: Why Every Business Agent Needs One
An AI exit plan protects customers, data and teams when a workflow changes, fails, or simply outlives its purpose.
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Your AI Workflow Needs a Release Notes Habit
AI workflow versioning turns model, prompt, and policy changes into accountable releases customers and teams can trust.
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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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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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CISA Uses Anthropic’s Mythos to Audit Federal Code Despite the Ban. Illinois Passes the Strongest AI Safety Law.
CISA is auditing federal code with Anthropic’s Mythos despite a ban. Illinois signed the nation’s strongest frontier AI safety law…
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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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Anthropic’s Claude Code Had a Hidden China Detector. Alibaba Banned It.
Anthropic is closing Claude access loopholes for Chinese firms while Alibaba bans Claude Code after a Reddit user found hidden…
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OpenAI Offers Washington a 5% Stake, Anthropic Talks Samsung Chips: The Government Is Now an AI Investor
OpenAI has proposed giving the US government a 5% equity stake. Anthropic is in talks with Samsung for a custom…