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The Data Exchange with Ben Lorica
Monthly Roundup: Navigating the Peaks and Valleys of Generative AI Technology
Jul 25, 2024
Paco Nathan, founder of Derwen, discusses the latest in generative AI technology. Topics include Entronfic's Sonnet 3.5 release, managing risks in AI advancements, enhancing RAG models with graphs, accelerating protein evolution, weather model advancements, AI's role in mathematics, and shady AI practices with summer book recommendations.
46:18
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Quick takeaways
- Evolutionary Scale introduced ESM3 model with 98B parameters for accelerated protein simulation, showcasing potential for biological discoveries.
- LLM routers enable task-specific language model selection based on latency and cost, enhancing AI's role in mathematics and accelerating scientific discoveries.
Deep dives
Evolutionary Scale Introduces ESM3 Model for Rapid Evolution of Proteins
Evolutionary Scale introduced the ESM3 model with 98 billion parameters to accelerate the simulation of evolutionary processes in proteins. By predicting the next amino acid (mass token), the model mimics evolution to discover novel proteins. This process that would take millions of years in nature was achieved in a short time frame, showcasing the potential for accelerated biological discoveries.
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