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Latent Space: The AI Engineer Podcast
Latent Space: The AI Engineer Podcast

AI Fundamentals: Benchmarks 101

Apr 7, 2023 · 50m
AI Summary
  • New format inspired by Acquired.fm without guests focusing on benchmarks as subtle but critical ingredient in LLM development
  • Progression from basic word association (WordNet 1985) through entity recognition (Enron 2004) to complex reasoning benchmarks
  • Benchmarks mark AI progress more than raw scale; scale alone insufficient without measuring what models actually achieve

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