What if a materials lab on Earth could screen a hundred alloys a day with little input from the scientist? Taylor and Andrew sit down with Joseph Krause, CEO and co-founder of Radical AI, to dig into what it takes to build a self-driving lab and why most of the field is still missing the hard part. From discovering that flagship SEM and XRD instruments ship with no real data access (and rebuilding their entire OS around the workaround), to MATRIX — their multimodal vision-language model that hones in on a target property in roughly 20 experiments — Joseph walks through the technical bets that got them here. He explains why they're using language-model embeddings to teach Bayesian optimization what "28% titanium" actually means, why "scientific intuition" has to be measured as a delta between human and AI annotations, and why Radical is going all the way to manufacturing instead of licensing compositions — because the real IP, and the only training data that matters, lives on the production floor.

Check out Radical AI here [LINK]

This episode of the Materialism Podcast is sponsored by Momentum Transfer. Visit their website for more details about their measurement services. [LINK]

The Materialism Podcast is sponsored by Materials Today, an Elsevier community dedicated to the creation and sharing of materials science knowledge and experience through their peer-reviewed journals, academic conferences, educational webinars, and more. [LINK]

Thanks to Kolobyte and Alphabot for letting us use their music in the show!

If you have questions or feedback please send us emails at materialism.podcast@gmail.com or connect with us on social media: Instagram, Twitter.

Materialism Team: Taylor Sparks, Andrew Falkowski, & Jared Duffy.

What if you could know which batteries are worth building before you actually build them? Taylor and Andrew sit down with Dr. Qichao Hu, founder of SES AI, to explore how artificial intelligence is reshaping battery discovery and his experience in the field. From his decision to ditch solid state electrolytes and double down on liquid, to building a suite of simulation tools that map molecules all the way up to full cell performance. Dr. Hu lays out how SES went from lithium metal battery startup to offering their hard-won design tools as a platform for the rest of the industry.

This episode of the Materialism Podcast is sponsored by SES AI. To learn more about their tools and how they can benefit you check out their website. [LINK]

This episode of the Materialism Podcast is sponsored by Momentum Transfer. Visit their website for more details about their measurement services. [LINK]

The Materialism Podcast is sponsored by Materials Today, an Elsevier community dedicated to the creation and sharing of materials science knowledge and experience through their peer-reviewed journals, academic conferences, educational webinars, and more. [LINK]

Thanks to Kolobyte and Alphabot for letting us use their music in the show!

If you have questions or feedback please send us emails at materialism.podcast@gmail.com or connect with us on social media: Instagram, Twitter.

Materialism Team: Taylor Sparks, Andrew Falkowski, & Jared Duffy.

The fanciest suit isn't on the runway, it's in orbit. In this follow-up episode, Taylor and Andrew bring back Kate Winning from Oxford Space Systems to dive into the world of space textiles. From the knitted gold-plated mesh antennas that fold up for launch and deploy to the size of a room, to the 14-layer suit that keeps astronauts alive. Learn why tungsten makes a better yarn than you'd expect, how ancient crafts still have a place in high tech manufacturing, and why the hardest part of a spacesuit might just be the gloves.

Thanks to Kate from Oxford for talking to us. Learn more about Oxford Space Systems here [LINK]

Taylors sweater video [LINK]

This episode of the Materialism Podcast is sponsored by Momentum Transfer. Visit their website for more details about their measurement services. [LINK]

The Materialism Podcast is sponsored by Materials Today, an Elsevier community dedicated to the creation and sharing of materials science knowledge and experience through their peer-reviewed journals, academic conferences, educational webinars, and more. [LINK]

Thanks to Kolobyte and Alphabot for letting us use their music in the show!

If you have questions or feedback please send us emails at materialism.podcast@gmail.com or connect with us on social media: Instagram, Twitter.

Materialism Team: Taylor Sparks, Andrew Falkowski, & Jared Duffy.