
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…
Field notes, frameworks, and research on what it actually takes for students to enter an AI workforce, and what AI is doing to the entry-level jobs they’re aiming at.

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…

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…

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…

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…
The free AI Literacy Assessment scores you independently across all 7 pillars in about 10 minutes.