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AI Supercharges CRISPR & LIGO (Nobel Prize Week Preview) (EP. 10)

AI Supercharges CRISPR & LIGO (Nobel Prize Week Preview) (EP. 10)

From First Principles vor 11 Monaten

0:00

2:36:24

Hosted by Lester Nare and Krishna Choudhary, this two-story,
2.5-hour special sets the table for Nobel Prize Week with deep
dives into two recent Nobel-winning domains—gene editing (CRISPR)
and gravitational waves (LIGO)—and how AI is accelerating both.
We trace CRISPR from bacterial immunity to Stanford’s new
“CRISPR-GPT” lab co-pilot, then pivot to how machine learning
upgrades are pushing LIGO past its noise limits to capture new
classes of gravitational waves.

Summary

• CRISPR, from bacterial immune memory to RNA-programmable genome
editing

• The 2012 Science breakthrough: guide RNAs unlock programmable
editing

• The patent saga and the 2020 Nobel Prize in Chemistry

• Stanford’s CRISPR-GPT: an AI “co-pilot” trained on expert lab
threads and papers

• Experiment planning, guide design, and safety guardrails for
CRISPR-GPT

• Biosecurity and ethical guardrails around AI in biology

• LIGO’s foundations: Einstein’s equations, binary pulsars, and
interferometer engineering

• The “noise budget”: seismic, environmental, and quantum limits

• AI-driven denoising and template generation: unlocking earlier
inspirals and tougher detections

• Funding, leadership, and the global policy race to keep LIGO
competitive

• Big picture: AI as an amplifier of discovery in both medicine
and physics

Show Notes

Stanford Medicine — AI + CRISPR Breakthrough

Nature Biomedical Engineering — AI-CRISPR Original Paper

Caltech — AI Helps LIGO

Science — LIGO Machine Learning Paper