632nm7 Okt 2025

What Science can Learn from Startups | Adam Marblestone on Focused Research Organizations

Science has stalled. And Adam Marblestone thinks he knows why.

Check out the Research Gap Map here: https://www.gap-map.org/?sort=rank

In this episode, we sit down with Adam Marblestone, neuroscientist, nanotechnologist, and founder of Convergent Research, to explore how new “Focused Research Organizations” (FROs) could reignite scientific progress. From DNA “ticker-tape” neural recording to optical connectomics and Neuralink, Marblestone explains how emerging neurotechnologies reveal both the brilliance and the bottlenecks of today’s research system.

We discuss why traditional funding often fails to support ambitious, interdisciplinary projects, how FROs borrow the focus and speed of startups to build scientific infrastructure, and why projects like OpenAI, E11 Bio, and ultrasound-on-a-chip exemplify this new model. Marblestone breaks down his “Gap Map” of unsolved scientific challenges - from room-temperature superconductors to artificial ribosomes - and does the math on how tens of billions of dollars could close them.

Whether you’re fascinated by neuroscience, scientific innovation, or the future of research itself, this conversation offers a rare insider’s look at how new institutions could rebuild the engine of discovery—and why the next wave of breakthroughs might depend more on organization than on ideas.

Follow us for more technical interviews with the world’s greatest scientists:
Twitter: https://x.com/632nmPodcast
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LinkedIn: https://www.linkedin.com/company/632nm/about/
Substack: https://632nmpodcast.substack.com/

Follow our hosts!
Michael Dubrovsky: https://x.com/MikeDubrovsky
Misha Shalaginov: https://x.com/MYShalaginov
Xinghui Yin: https://x.com/XinghuiYin

Subscribe:
Apple Podcasts: https://podcasts.apple.com/us/podcast/632nm/id1751170269
Spotify: https://open.spotify.com/show/4aVH9vT5qp5UUUvQ6Uf6OR
Website: https://www.632nm.com

Timestamps:
00:00 - Intro
01:25 - Working with George Church
13:03 - Neuralink
22:23 - Gap Maps
31:47 - Artificial Ribosome
36:45 - What is Convergent Research?
40:03 - What are FROs?
44:16 - What Made OpenAI So Successful?
48:19 - Has AI Actually Impacted Science?
52:15 - Notable FROs
1:05:43 - Why Haven't There Been More Scientific Breakthroughs?
1:09:47 - Lithography and Chip Design
1:13:41 - We Can't Beat Insects
1:16:45 - What Separates Good FROs
1:18:40 - East vs West Coast Innovation
1:27:21 - Research into Longevity
1:33:27 - Advice for Grad Students
1:39:40 - How to Get Involved in FROs

#neuroscience #molecularbiology #quantumphysics #researchfunding #startups

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