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From First Principles
Lester Nare and Krishna Choudhary
16 episodes
5 days ago
We break down the week’s biggest science headlines from first principles—because understanding the world shouldn’t require a PhD.
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Science
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All content for From First Principles is the property of Lester Nare and Krishna Choudhary and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
We break down the week’s biggest science headlines from first principles—because understanding the world shouldn’t require a PhD.
Show more...
Science
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FFP EP. 15 | AI-Generated Genomes, Retinal Implants, and Palomar’s Mystery Lights Explained
From First Principles
2 hours 3 minutes 33 seconds
1 week ago
FFP EP. 15 | AI-Generated Genomes, Retinal Implants, and Palomar’s Mystery Lights Explained

AI, Eyes, and the Sky — From Synthetic Genomes to Restored Vision and Cosmic Mysteries

Hosted by Lester Nare and Krishna Choudhary, this episode of From First Principles explores three cutting-edge breakthroughs connecting medicine, technology, and astronomy.


Summary


• AI for Oncology, Minus the Privacy Risk: University of Toronto researchers develop OncoGAN—a generative model that creates realistic synthetic cancer genomes to accelerate precision oncology while protecting patient data.

• Restoring Sight: The PRIMA (PRIMAvera) trial in NEJM demonstrates how a wireless sub-retinal photovoltaic implant can restore central vision in people with advanced macular degeneration.

• Revisiting Cosmic Transients: New analyses of Palomar’s POSS-I plates re-examine the “multi-point transients” with fresh alignment statistics and an innovative Earth’s-shadow control test.


Show Notes

• University of Toronto — OncoGAN / Synthetic Cancer Genomes (Cell Genomics)

• NEJM — PRIMA (PRIMAvera) Wireless Sub-Retinal Implant Trial for Geographic Atrophy

• Palomar POSS-I Plates — Multi-Point Transient Analysis (IOP PASP Paper)

• Palomar Alignment vs Earth’s Shadow Control (Nature Scientific Reports 2025)

From First Principles
We break down the week’s biggest science headlines from first principles—because understanding the world shouldn’t require a PhD.