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The AI Pioneer Developing New Kinds of Medicine

12 snips
Jul 17, 2025
Jakob Uszkoreit, CEO and co-founder of Inceptive and co-author of the transformative paper on AI, discusses the groundbreaking role that transformer models play in modern technology. He dives into how these models revolutionize language processing and explores their application in predicting protein structures. Jakob highlights the potential of AI in developing new RNA-based medical therapies, particularly inspired by the efficacy of mRNA vaccines during the COVID pandemic. His insights on the future of medicine showcase an exciting intersection of AI and healthcare.
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INSIGHT

Transformers Power AI Breakthroughs

  • The 2017 paper "Attention is All You Need" invented transformer models powering many AI breakthroughs.
  • Transformers excel beyond language in tasks like protein structure prediction and image generation.
INSIGHT

Humans Read Non-Linearly

  • Most previous models read sentences left to right slowly, missing complex dependencies.
  • Humans understand language non-linearly, jumping back and forth to grasp meaning.
INSIGHT

GPUs Inspired Transformer Design

  • GPUs excel at many simple computations in parallel rather than complex sequential operations.
  • This inspired processing all words simultaneously with simpler operations for better speed and effectiveness.
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