# Michael Polansky is training an AI model on skin that’s still alive

Published: 2026-08-22 · Updated: 2026-08-22 · Category: Research

Source page: https://www.sipply.dev/story/michael-polansky-is-training-an-ai-model-on-skin-thats-still-9b3d8759 · 中文: https://www.sipply.dev/zh/story/michael-polansky-is-training-an-ai-model-on-skin-thats-still-9b3d8759

## Summary

Michael Polansky, co-founder of Outer Biosciences, is pioneering a novel approach to biological research by training an AI model on living human skin tissue. This innovative method allows researchers to study biological processes in real-time, offering a significant advantage over traditional research methods that often rely on static samples. The team has successfully maintained the viability of this living tissue for over a month, which opens up new avenues for understanding complex biological interactions and responses.

## Key takeaways

- Outer Biosciences is leveraging living human skin tissue for AI training.
- The ability to keep tissue alive for extended periods enhances research accuracy.
- This approach could revolutionize how biological processes are studied.

## Why it matters

This research could lead to breakthroughs in biomedical science, improving our understanding of skin biology and potentially informing treatments for various skin conditions.

- **Product managers:** Product managers in the biotech space should consider the implications of real-time biological data for product development and innovation in medical treatments.
- **Developers:** Developers and engineers in AI and biotech can explore new methodologies for integrating living tissue data into machine learning models, enhancing the accuracy of predictive analytics.
- **Students and job seekers:** Students and job-seekers in the fields of biology, AI, and healthcare should recognize the potential of interdisciplinary approaches, as this research exemplifies the convergence of technology and biological sciences.

## Sources

- [Michael Polansky is training an AI model on skin that’s still alive](https://techcrunch.com/2026/08/21/michael-polansky-is-training-an-ai-model-on-skin-thats-still-alive) (TechCrunch AI, 2026-08-22)

## 中文

### 迈克尔·波兰斯基正在训练一个基于活皮肤的AI模型

迈克尔·波兰斯基，Outer Biosciences的联合创始人，正在通过在活的人类皮肤组织上训练AI模型，开创生物研究的新方法。这种创新方法使研究人员能够实时研究生物过程，相较于通常依赖静态样本的传统研究方法具有显著优势。团队成功地维持了这种活组织的存活超过一个月，为理解复杂的生物相互作用和反应开辟了新的途径。

**要点：**

- Outer Biosciences正在利用活的人类皮肤组织进行AI训练。
- 保持组织长时间存活的能力提高了研究的准确性。
- 这种方法可能会彻底改变生物过程的研究方式。

**为什么重要：** 这项研究可能会在生物医学科学领域带来突破，改善我们对皮肤生物学的理解，并可能为各种皮肤病的治疗提供信息。

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