FFP EP. 15 | AI-Generated Genomes, Retinal Implants, and Palomar’s Mystery Lights Explained

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From First Principles

Krishna Choudhary and Lester Nare

20 episodes

5 days ago

From First Principles is a fast, funny, and rigorous breakdown of the biggest science stories of the week, hosted by Lester Nare and physicist Krishna Choudhary, PhD. We go past headlines into the actual mechanics: what happened, why it matters, and what everyone’s missing. Expect physics, space, AI, energy, biotech, and the occasional “wait… is that real?” story. If you’re curious, skeptical, and you like learning in public — you’re in the right place.

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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

2 months 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)