An Alien Mind: OpenAI chief scientist warns of an AI oversight gap
In An Alien Mind, Jakub Pachocki argues for stronger oversight as AI helps develop AI. Here is what the essay says and what it does not establish.

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In An Alien Mind, Jakub Pachocki argues for stronger oversight as AI helps develop AI. Here is what the essay says and what it does not establish.
By Abdessalam Alaoui
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Open the full discussionThe OpenAI research intern report describes supervised work, not an autonomous scientist. Here is how to judge the evidence and design a useful delegation trial.
By Abdessalam Alaoui
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Codex vs Claude Code: compare GPT-6 Astra and Fable 5.1 access, API costs, caching, plugins, privacy and a practical coding evaluation plan.
By Abdessalam Alaoui
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WeatherNext 3 brings hourly forecast updates and finer spatial detail, but the resolution varies by variable. Here is what builders should check before using the data.
By Abdessalam Alaoui
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Lyria 3.5 expands to Gemini and the Gemini API. A full song costs $0.08 through the API, but retries, editing, and rights checks determine the cost of a usable track.
By Abdessalam Alaoui
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Spotify Shunt routes large Claude Code reads through a smaller model. Its 90% result concerns bulk-read tokens, not a guaranteed reduction in your entire coding bill.
By Abdessalam Alaoui
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Claude formalized Fermat's Last Theorem in Lean using an existing proof. The result raises a practical question: what exactly was checked, and what remains human work?
By Abdessalam Alaoui
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Claude Fable 5.1 cuts cache-read pricing to $0.25 per million tokens, but three API changes can break tool use, model fallbacks, and edited agent history.
By Abdessalam Alaoui
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A hands-on ChatGPT Ads case study using a $25 daily budget in Morocco, with 91 clicks, a custom-audience limit, Pixel setup, and an unfinished conversion layer.
By Abdessalam Alaoui
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Cursor self-hosted machines keep tool execution, code, build output, and secrets on internal workers. The worker pool becomes the security boundary.
By Abdessalam Alaoui
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Runway Solaris generates interfaces frame by frame instead of turning designs into code. Early access leaves accessibility, state, security, and cost open.
By Abdessalam Alaoui
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Cohere Labs mapped 696,291 public tools across 123,069 MCP listings. Only 2.6% met its strict test for full occupational-task execution.
By Abdessalam Alaoui
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