From the meLink team
Category: AI Strategy
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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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Your Website Is the First Sales Call, Not a Brochure
Most businesses treat their website like a brochure that closes at 5pm. The first sales call happens after hours -…
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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 Handoff Is the Part Nobody Designs
Teams spend all their energy on what AI should do autonomously and almost none on what happens when it can’t.…
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Don’t Hand Your AI Agent the Keys on Day One
Most teams give an AI agent full access on day one and then get burned. The safer model is earned…
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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…