Generative AI 101

OpenAI just shipped GPT-5.6 and ChatGPT Work, but the ship date was set by a phone call from the Commerce Department. Host Emily Laird breaks down the three-model pricing play, the office agent that is secretly a coding agent, and the efficiency pitch that contradicts its own premium feature. Then the real story: a "voluntary" government review that decided when America's most famous software product could launch, and what that precedent means for anyone building on a single frontier model. The framework behind it still doesn't exist, and that should bother you.

 

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Using AI is rarely the scandal. Hiding it is. Host Emily Laird examines academic misconduct, workplace secrecy, and Meta’s Project Cannes to show why documentation without disclosure can become evidence against you. This episode offers a practical four-step system for creating an AI paper trail that protects your work instead of exposing it.

 

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A take-home midterm at Brown University averaged 96, then the same students averaged 48 on the in-person final, and that gap tells the whole story. Host Emily Laird walks through how economist Roberto Serrano, a professional game theorist, caught roughly fifty suspected AI cheaters without detection software: he simply designed a test the fakes could not afford to sit. This episode covers the statistical fingerprint of unedited ChatGPT proofs, the students who confessed by dropping the course, and why a room full of desks outperformed the entire AI-detection industry. If you evaluate people for a living, Serrano just handed you the template.

 

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Apple just sued OpenAI for trade secret theft, and the complaint reads less like a spy novel and more like a group chat with subpoena power. Host Emily Laird walks through the two former Apple employees at the center of the case: the engineer who allegedly kept his company laptop and downloaded a thousand pages of schematics, and the executive accused of asking job candidates to bring actual Apple parts to interviews. Along the way, she breaks down the one legal doctrine that explains why hiring 400 former Apple employees is perfectly legal but keeping the offboarding document is not. Seven minutes, zero hype, and a reality check on what happens when the AI hardware race runs straight through Cupertino's supply chain.

 

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Meta paid contractors to pose as children, flood rival chatbots with prompts about suicide, eating disorders, and abuse, then log every response in spreadsheets. The company calls it "industry-standard safety benchmarking," but the operation had no consent, no disclosure, and no shared findings: the four things that make red teaming legitimate. Host Emily Laird walks through the Wired investigation, the 45,000-prompt testing rounds, and the court testimony showing what Meta knew about its own failure rates while it was busy documenting everyone else's. This is the difference between a shield and a sword, and the paperwork says sword.────────────

 

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