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Episode 18: High-Stakes AI Systems and the Cost of Getting It Wrong

High Signal: Data Science | Career | AI

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Using LLMs as Smart Preprocessors

  • Alto uses LLMs to extract and structure clinical information, feeding this into precise classification models for safe decision support.
  • They combine LLMs with Bayesian neural networks and reinforcement learning to manage risk and uncertainty in healthcare.
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