Ex-Cohere Exec Launches Adaption Labs

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Sara Hooker, ex-VP of AI at Cohere and Google Brain alum, has launched Adaption Labs — a startup building AI that learns from real-world experience instead of massive data scaling.
Hooker argues scaling LLMs is “boring and inefficient,” and that adaptive learning could redefine who controls AI.

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Tying compensation to robotics milestones shows Musk’s confidence in automation as Tesla’s future pillar.

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Ethical frameworks must evolve faster as AI systems influence real human lives and decisions.