-
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 how to check for it.
-
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 every mistake they make.
-
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, when the rules do not exist yet.
-
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.
-
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.
-
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 toward the marketing role AI is actually creating.
-
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.
-
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 by talking about judgment, not tool tricks.
-
The AI Skills Gap No One Is Talking About
Companies are already using AI to do the work that used to go to new graduates. Most students have no idea. Here’s a conversation happening in boardrooms, marketing departments, and HR teams right now that isn’t happening in most university classrooms: “We can use AI to handle the research, the first drafts, the data summaries,…