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A top Google product leader thinks a new approach to AI could offer a 'straight shot' to superintelligence

Dec 31, 2024 - businessinsider.com
Logan Kilpatrick, product manager for Google's AI Studio, suggests that a direct approach to achieving artificial superintelligence (ASI) is becoming increasingly feasible due to advancements in scaling test-time compute. He believes this approach could bypass intermediate milestones like artificial general intelligence (AGI), which matches or surpasses human abilities across a broad range of tasks. Kilpatrick notes that the success of scaling test-time compute is a promising indicator for a direct path to ASI, and he envisions AGI emerging more like a product release rather than a singular, transformative event.

Kilpatrick's views align with those of Ilya Sutskever, OpenAI cofounder and former chief scientist, who has launched a startup named Safe Superintelligence to pursue ASI with a focused approach. While Kilpatrick initially doubted Sutskever's method, he now considers it potentially viable. Despite his openness to a direct path, Kilpatrick remains more supportive of an iterative approach to developing superintelligence. His insights are influential, given his previous role at OpenAI and his current position at Google, where he is seen as a key asset in the AI race.

Key takeaways:

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  • Logan Kilpatrick, Google's AI Studio product manager, believes a direct path to artificial superintelligence (ASI) is becoming more probable due to the success of scaling test-time compute.
  • Kilpatrick suggests that achieving artificial general intelligence (AGI) will resemble a "product release" rather than a significant breakthrough moment.
  • Both Google and OpenAI are exploring new AI models with improved reasoning abilities, as pre-training AI has shown signs of plateauing.
  • While Kilpatrick is more supportive of an iterative approach to superintelligence, he acknowledges that a "straight shot" approach might also be successful.
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