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Johndcook

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Can AI Models Reason: Is Data All You Need?

  • Concerns are being raised about the world running out of data and its implications on progress towards building smarter AI models.
  • Researchers are exploring alternative approaches, such as generating synthetic data using AI models, but this comes with its own risks.
  • There is a debate about whether the heavy reliance on data is sufficient for achieving general intelligence or if something else is required.
  • Some problems in mathematics and engineering may require exponentially large amounts of data that surpasses the limitations of current AI models.

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