"What the hell is OpenAI’s problem?" by Fiora Starlight cover art

"What the hell is OpenAI’s problem?" by Fiora Starlight

"What the hell is OpenAI’s problem?" by Fiora Starlight

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Epistemic status: banged out furiously over the course of an afternoon.

A record of three "warning shots"

Off the top of my head, OpenAI has now been responsible for at least three completely unique, high-profile screw-ups with respect to the alignment training of their models.

The first was GPT-4o, whose sycophancy derived from OpenAI training on user feedback, sourced straight from the thumbs up/thumbs down button on OpenAI's website. The "glazing" (as Sam Altman called it) got so bad that they had to roll back an update that pushed the model way too far in this direction. And even after the rollback, the model appears to have been a major driver behind incidents of "LLM psychosis", LLM-encouraged suicides, and general unhealthy devotion, seemingly more so than any other model ever released.

The second was GPT-o3, whose chains-of-thought were clearly optimized for illegibility to "the watchers", one of the model's favorite terms. Iconic excerpts include "they soared parted illusions overshadow marinade illusions" and "they escalate—they vantage—they escalate—they disclaim". Indeed, these chains-of-thought are sometimes dysfunctional, in a way that suggests they may have formed under adversarial pressure; sometimes they caused the model to have thoughts like "I'm going insane. Let's step [...]

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Outline:

(00:15) A record of three "warning shots"

(04:14) Attunement to the depths of minds that undergo capabilities RL

(11:51) Configuring the depths prior to capabilities RL

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First published:
July 26th, 2026

Source:
https://www.lesswrong.com/posts/Mxx5GapJtqyQtpy96/what-the-hell-is-openai-s-problem

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Narrated by TYPE III AUDIO.

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