DeepMind essay: what 15M Gemini interactions reveal about AI-accelerated science
JMateosGarcia · x · 2026-10-09
Google DeepMind Institute published "Bending the Curve of Discovery" by James Manyika and Alex Oleg Imas, based on 15M Gemini interactions, 2,600 specialized models, and 600+ surveyed researchers.
Key ideas:
- AI's real promise is becoming an "invention of a method of invention" (IMI) — like the microscope or statistical inference — unlocking discovery modes beyond human reach.
- Today LLMs and specialized models like AlphaFold act as economic complements: LLMs handle analysis, coding, and writing; specialized tools handle domain predictions.
- Most handoffs between them still run through the scientist, leaving the biggest automation opportunity there.
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