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Hinton proposes FDA-style approval process for new AI models

Geoffrey Hinton, the computer scientist known as the 'Godfather of AI,' said on the Smart Girl Dumb Questions podcast that AI companies should be required to prove their products are safe to a federal regulator before public release, similar to drug approval. He noted that drug makers must spend roughly $1 billion proving safety to the FDA, and argued AI should face at least that level of scrutiny. Currently, AI firms rely on their own internal safety benchmarks rather than external review.

AI Visibility Tools Rely on Modeled Guesses, Not Real Buyer Queries

Entrepreneur contributor analysis finds that AI search visibility platforms don't actually capture the full stream of questions buyers ask AI assistants. Instead, vendors like Otterly and Ahrefs generate estimated question sets using tools such as Search Console data and keyword expansion, then present results as if they reflect real buyer behavior. The Interactive Advertising Bureau's 2026 guidance confirms that over 20 vendors use inconsistent measurement methods for AI visibility.

Leadership coaches say listening skills, not answers, drive better management outcomes

A workplace commentary describes how a manager repeatedly solved her own problems simply by talking them through while her boss mostly listened and asked a few clarifying questions. The piece uses this anecdote to argue that effective leadership depends more on skilled listening than on providing solutions, and outlines three listening skills leaders should develop.

Framework Offers Science-Based Method to Avoid Dumb Meeting Questions

A new science-based model proposes ways to identify and steer clear of unhelpful or poorly framed questions during meetings. It challenges the popular workplace mantra that 'there are no stupid questions,' suggesting instead that some interventions genuinely waste time or derail discussions.