# Michael Polansky Trains AI Model on Living Skin Outer Biosciences is revolutionizing biological research by training AI models on human skin. - **Source:** [TechCrunch](https://techcrunch.com) - **Published:** 2026-08-22 - **Topic:** [Data & AI](https://brifing.si/c/data-ai) - **Original article:** - **On Brifing:** https://brifing.si/s/9668ff70-c1d8-4a45-8b3d-579f39c0ba42 ## Who is Michael Polansky? Michael Polansky studied applied mathematics and computer science at Harvard. After working at Bridgewater Associates, he moved to Silicon Valley. He began working with Sean Parker and took a role at Founders Fund. Polansky is the co-founder and CEO of Outer Biosciences, pioneering groundbreaking projects in biology and AI. ## Mission of Outer Biosciences Outer Biosciences was born out of the realization that innovations in biology and chemistry have not kept pace with software. The company trains AI models using living human skin to overcome ethical challenges in human experimentation. This approach aims to revolutionize biological research. ## Use of Living Skin Outer Biosciences trains AI models using human skin discarded after surgeries, primarily plastic surgeries. The skin is ethically sourced, allowing the company to better understand the behavior of real human organs. This method represents a significant advancement in biological research. ## Ethical and Legal Framework Outer Biosciences sources human skin samples ethically, working with organizations like the National Disease Research Interchange and the Cooperative Human Tissue Network. These organizations receive federal funding from the NIH and operate with donor consent. ## Collaboration with Sean Parker Michael Polansky worked with Sean Parker for many years in cancer immunotherapy. He managed Parker's family office and helped establish the Parker Institute for Cancer Immunotherapy. Polansky leverages this experience at Outer Biosciences. ## Partnership with Lady Gaga Michael Polansky has a personal and professional partnership with Stefani Germanotta (Lady Gaga). The couple managed Gaga's world tour, operating like a 200-person startup. Polansky also plays a key role in the success of Gaga's Haus Labs brand. ## Haus Labs and Outer Biosciences Haus Labs, founded by Lady Gaga, collaborates with Outer Biosciences. The two companies work together on scientific advisory boards and joint projects. This collaboration contributes to the growth of both companies. ## New Approach in Biological Research Outer Biosciences adopts a new approach in biological research by using living human skin instead of traditional animal models and lab-grown organoids. This method allows for more accurate modeling of real human organ behavior. ## Polansky's Vision for the Future Michael Polansky aims to pioneer breakthroughs in biology and AI with Outer Biosciences. The company trains AI models using living human skin, opening new horizons in medical research. Polansky believes this project will lead future medical discoveries. ## Impact of Outer Biosciences Outer Biosciences' approach of training AI models using living human skin has the potential to revolutionize biological research. This method enables more accurate results in drug development and medical research. ## Polansky's Leadership Style Michael Polansky stands out with his leadership style. He successfully manages both Outer Biosciences and Haus Labs, developing innovative projects with his team and ensuring their success. ## Future of Outer Biosciences Outer Biosciences is on its way to becoming a pioneer in biology and AI. Training AI models using living human skin could lead future medical discoveries. The company aims to strengthen its leadership position in this field. ## Sources covering this story - https://techcrunch.com/2026/08/21/michael-polansky-is-training-an-ai-model-on-skin-thats-still-alive/ — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._