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…
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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Confident and Wrong: Why Reasoning Models Still Make Things Up
The newest AI models reason better than ever, which makes them more dangerous, not less. Capability has outpaced reliability. Here is the gap nobody warns you about, and…
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Your AI Doesn’t Know Anything: How LLMs Actually Work
Your AI does not know anything, it predicts text. Understanding how large language models actually work, through tokens and next-word prediction, is the one mental model that explains…
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No AI Policy at Work? That Is the Norm, and It Is Now Your Responsibility
You ask about your company’s AI policy and get a blank stare. That is the norm, not the exception. Here is how to protect yourself, and your reputation,…
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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…
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From Executor to Orchestrator: The Marketing Job AI Is Actually Creating
AI is not erasing the entry-level marketing job. It is promoting it, from doing the production to directing it. Here is what orchestration means and how to build…
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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…
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What to Say When the Interviewer Asks About AI
Somewhere in your next interview, someone will ask how you use AI. Most candidates answer it badly. Here is how to turn the question into your strongest moment…