Tay: Most specialized tools will be subsumed directly into model parameters
Yi Tay · Captaining IMO Gold, Deep Think, On-Policy RL, Feeling the AGI in Singapore — Yi Tay · Jan 23, 2026 · at 19:31
Yi Tay, former senior research scientist at Google DeepMind, discusses the architectural debate between hybrid neurosymbolic tool use and pure parameter-based foundation models.
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“Then the most I can see in the future is there'll be a model then that, that is, there's something that really cannot be subsumed by a model. Then you just use a tool or something, right? But my prediction is that I think most things can be subsumed by the model.”
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