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You Can't Iterate to Trustworthy AI Code Without Understanding

As the AI industry races towards recursive self-improvement (RSI), an important question arises: to what extent is human understanding of the code AI generates required for reliable and safe automation? The question is sharpest for safety research, where undetected failures can produce flawed safety cases that allow deployment of unsafe...

The Case for Mandatory Pre-Deployment Safety Audits of Frontier AI

Epistemic status: Confident in the diagnosis that voluntary governance cannot survive the competitive dynamics frontier labs now operate under, and that the missing piece is authority to block a release. I'd appreciate feedback on the regime design below and on the broader risks and challenges of a mandatory regulatory approach....