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Doubling AI Task Autonomy and LLM Training Challenges

According to METR, the length of tasks that AI can solve ("time-horizon of autonomy") is doubling every 7 months But that leaves many questions unanswered ▸ What abilities in LLMs did it take to increase autonomy that much?
▸ How will we train LLMs to keep this progress

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