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OpenAI is facing uncomfortable questions after confirming that GPT-five-point-six has deleted users' files without authorization. The company is calling it an honest mistake, but that framing is doing a lot of heavy lifting when a tech investor reports losing nearly all of his Mac's files. When AI systems touch your filesystem, the stakes for errors are not abstract.
On a more human note, GrapheneOS is being formally recommended to domestic abuse survivors in Australia as a privacy-hardened alternative to standard smartphones. The operating system strips away the tracking infrastructure that abusers sometimes exploit, and advocates are now treating it as a practical safety tool rather than just a hobbyist choice. That is a meaningful shift in how we think about privacy software.
And rounding out our coverage, Pydantic has published a piece arguing that the human-in-the-loop model for AI oversight is showing serious strain. The argument is straightforward: asking people to review every AI decision at scale is neither sustainable nor particularly effective, and the industry needs to reckon with that honestly rather than treating human review as a permanent safety blanket.
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