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Capability evaluations aim to surface dangerous model behaviors before deployment, but their reliability depends on the assumption that hidden capabilities can be elicited. We show this assumption does not hold under adversarial conditions by constructing backdoor attacks that embed encrypted neural networks within host model weights, decrypting and executing them only upon receiving a secret trigger. Using digital lockers, these hidden circuits remain provably hard to elicit and interpret…
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AI summary An article discusses OpenAI's FFT algorithm, noting it's not a major breakthrough but potentially a malicious exploit.
AI summary A 20-year developer steps away from tech after 24 rejections, citing mental harm and a lack of opportunities.
AI summary An article discusses researching the history of the Mac Dock from OS 10 to macOS 27 and compiling a graphic of its evolution.
SolidCraft: an open-source parametric 3D CAD application built in pure Rust. Desktop, web, and automation through MCP. - bherbruck/solidcraft
AI summary Smart unveiled the all-electric Smart #2 at the 2026 Paris Motor Show, reviving its compact two-seater as an EV.
AI summary DBKL offers RM5 for pre-2021 traffic tickets and RM10 for post-2021 ones, effective immediately.
