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upskill on algorithmic information theory, AIXI, Bayesian statistics, and reinforcement learning theory (existing expertise on these topics not required). Proven ability to independently design, build, and
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safety. A formal degree is useful but not required. What matters most is evidence of strong engineering ability - for example, through open-source contributions, previous research engineering work
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