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Why language models hallucinate

OpenAI

September 5, 2025

OpenAI explains that language models hallucinate because they’re trained to produce confident, fluent answers even when unsure, rewarding style over accuracy. The company is developing methods to teach models to recognize uncertainty and ground their outputs in verified sources to reduce false information.

Sora 2 is here

OpenAI

September 30, 2025

Sora 2 is OpenAI’s next-gen video + audio generation model, offering more physically accurate, controllable, and realistic outputs (including synchronized dialogue and sound) as part of the new Sora app. It also introduces “cameos,” letting users upload short clips of themselves (or others, with permission) to be seamlessly inserted into generated scenes, while including built-in moderation and safety controls.

This CEO laid off nearly 80% of his staff because they refused to adopt AI fast enough. 2 years later, he says he’d do it again

Fortune

August 17, 2025

IgniteTech’s CEO defended his decision to lay off 80% of employees who resisted using AI, arguing that the cuts were necessary to modernize operations and eliminate internal sabotage against automation. He claimed the drastic move ultimately boosted productivity and affirmed his belief that companies must fully embrace AI or be left behind.

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