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…
The Journal
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.
19 articles · 12 categories
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AI at Work 6
AI Case Studies 4
AI Foundations & Limits 3
AI How-To Guides 4
AI Interaction, Collaboration & Task Design 2
AI News & Trends 1
AI Skills & Careers 4
Business, Marketing & Communications Application 1
Critical Thinking & Verification 4
Data, Privacy & Confidentiality 1
Future Readiness & Continuous Learning 4
Responsible & Ethical Use 3
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300 Million Private Chats, Wide Open: What the AI Leaks Mean for You
A single misconfiguration exposed roughly 300 million private AI chat messages in 2026. Here is where your words actually go when you type into an AI tool, and…
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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…
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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…