Writing

Questions worth sitting with.

Notes on uncertainty, AI safety, power, and the systems that decide who gets to shape technology.

Aug 26, 2026
LessWrong

AI safety through the lens of uncertainty quantification (UQ)

What changes when we ask not only whether a model knows when it is uncertain, but whether the tools judging that model know when their own verdicts are unreliable?

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Sep 10, 2026
Medium

The Non-Proliferation Trap: How “AI safety” is Used to Lock Out the (third) World

AI safety is not only a technical question. It is also a question of power, access, and whether entire regions can shape the technology that will shape them.

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