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Trust Takes Years to Build and One Unverified Send to Burn
A senior colleague forwards your memo to a client without reading every line. That forward is the whole game. It means your name is safe to attach to theirs. One unverified AI claim can empty that account in a single send. Here is how to keep your credibility ledger in the black.
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The $440,000 Citation: How Fabricated Sources End Up in Real Deliverables
A consulting giant handed a government a report full of sources that did not exist. Here is how AI fabricates citations that look flawless, and the three-question habit that keeps them out of your work.
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Four Outages in 90 Days: What Amazon’s Vibe-Coding Mess Teaches Every New Hire
When the people building AI tools skipped the review step, things broke in public. Amazon’s run of outages holds a lesson that has nothing to do with code and everything to do with how you handle AI output in your first job.
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Trust but Verify: A Field Test for AI Output Before You Hit Send
The better AI output looks, the less we check it, which is exactly backwards. Here is a fast, repeatable routine for testing any AI answer before it leaves your hands.