aiqbench analysis
The article details Outer Biosciences' development of an AI-driven platform that maintains living human skin tissue for extended periods to accelerate skincare compound discovery. While the founder's background in applied mathematics and computer science is noted, the core innovation described is the biological application of machine learning to optimize cell culture longevity. This represents a significant advancement in using AI for high-throughput biological experimentation rather than general software or consumer applications.
Michael Polansky is training an AI model on skin that’s still alive

Michael Polansky — better known publicly as Lady Gaga's partner and a former top deputy to Sean Parker — has quietly spent years building an AI-driven startup that keeps living human skin tissue alive for weeks outside the body to discover new skincare compounds, and is only now going public about it.
Michael Polansky is remarkably unassuming for someone operating in a corner of the world known for outsize egos. Seated at a leafy patio outside a popular bakery in Mill Valley, an affluent town about 15 miles north of San Francisco, Polansky — bespectacled, his fresh face framed by dark hair shot through with gray — has the look and the friendly demeanor of a young professor. He is, in fact, both the founder of a buzzy AI and biology startup called Outer Biosciences and the creative, business, and romantic partner to Stefani Germanotta — better known as Lady Gaga. It’s an unlikely double life. On the one hand, the couple invariably moves in the world that comes with celebrity; on the other, he’s running an outfit that has spent years figuring out how to keep living human tissue alive outside the body — for over a month, so far — without anyone outside the company knowing. He didn’t see any of it coming. Polansky grew up in Minnesota and went on to Harvard, where he studied applied mathematics and computer science, graduating in 2006. Afterward, he logged three years at the hedge fund Bridgewater Associates — “a very unique place,”…
Excerpt shown under the publisher's RSS terms · 200 words · full text and figures are on the publisher's site
Related coverage
The J-Space Debate, Agent Swarms, and Pacing Frontier AI - Digital Minds Newsletter #4
LessWrong · Sep 18, 2026
The current bottleneck is political will, not research
AI Alignment Forum · Jul 11, 2026

Duane Arnold
LessWrong · Jul 23, 2026

Microsoft’s AI chief says superintelligence is near, but won’t take your job
The Verge · Jun 8, 2026