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Why AI Cannot Replace the Physical, Hands-On Work of Scientific Research

The article explores why AI and robots, despite their ability to process vast scientific literature and design novel molecules, still cannot perform the physical, hands-on aspects of scientific research. It highlights the tactile, intuitive, and "art-like" nature of lab work—such as brain surgery on mice—that relies on human judgment, physical intuition, and "vibes" rather than pure algorithmic reasoning. The piece argues that the physicality of science is an underappreciated but essential component of discovery that current AI systems cannot replicate.

Grigori Guitchounts26d ago20 min readenInsight
Read on nautil.us

Key quotes

It's more of an art than a science. You go based on vibes.
AI can read the literature in an afternoon and design molecules a chemist never would. So why can't a robot hold a pipette?
The physicality of science is an underappreciated but essential component of discovery.

From the article

Why Robots Still Can't Do Science: AI can read the literature in an afternoon and design molecules a chemist never would. So why can't a robot hold a pipette?
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