Source link : https://tech365.info/pondering-machines-challenges-openais-ai-scaling-technique-first-superintelligence-will-probably-be-a-superhuman-learner/
Whereas the world’s main synthetic intelligence corporations race to construct ever-larger fashions, betting billions that scale alone will unlock synthetic common intelligence, a researcher at one of many business’s most secretive and precious startups delivered a pointed problem to that orthodoxy this week: The trail ahead isn’t about coaching greater — it’s about studying higher.
“I believe that the first superintelligence will be a superhuman learner,” Rafael Rafailov, a reinforcement studying researcher at Pondering Machines Lab, instructed an viewers at TED AI San Francisco on Tuesday. “It will be able to very efficiently figure out and adapt, propose its own theories, propose experiments, use the environment to verify that, get information, and iterate that process.”
This breaks sharply with the method pursued by OpenAI, Anthropic, Google DeepMind, and different main laboratories, which have guess billions on scaling up mannequin measurement, knowledge, and compute to realize more and more subtle reasoning capabilities. Rafailov argues these corporations have the technique backwards: what’s lacking from right this moment’s most superior AI methods isn’t extra scale — it’s the flexibility to really be taught from expertise.
“Learning is something an intelligent being does,” Rafailov stated, citing a quote he described as just lately compelling. “Training is something that’s being done to it.”
The excellence cuts to the core of how AI methods enhance — and…
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Author : tech365
Publish date : 2025-10-25 00:19:00
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