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ai-ucsb.bsky.social
@ai-ucsb.bsky.social
Reposted
The way forward is to invest in true open-source software and infrastructure.

Read our full oped w/ Annie K. Lamar @ucsantabarbara.bsky.social #publicvoices of TheOpEdProject:

insidehighered.com/opinion/view...

@geometric-intel.bsky.social @ai-ucsb.bsky.social @ucsbengineering.bsky.social
Science Shouldn’t Rely on Corporate Software (opinion)
We need to treat the software undergirding scientific research as a public good—and make investments accordingly.
insidehighered.com
December 12, 2025 at 5:52 PM
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🙌 To be sure, *some* companies are truly dedicated to open-source.

By generously sharing their resources, they have dramatically advanced science.

It's time universities do the same.
December 12, 2025 at 5:52 PM
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👩‍🔬 Science advances slowly, across decades.

Commercial tools, by contrast, advance quickly through mergers, pivots and quarterly earnings reports.

Tethering our infrastructure to private companies is like writing knowledge in disappearing ink.
December 12, 2025 at 5:52 PM
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🦾 If we continue to rent the foundations of our knowledge from private companies, we should not be surprised when the floor gives way beneath us.
December 12, 2025 at 5:52 PM
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💵 Without proper funding structures, essential research tools remain fragile, often maintained by overworked volunteers.

Universities must begin funding engineers at competitive salaries and recognizing software development as a legitimate form of scholarship.
December 12, 2025 at 5:52 PM
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👩‍💻 Universities are reluctant to fund software engineers at competitive salaries.

A skilled engineer can earn 5x more in industry than in academia, yet most grants deprioritize dedicated engineering roles.
December 12, 2025 at 5:52 PM
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🤔 Much of modern research rests on tools and platforms maintained not by universities or public institutions, but by corporations whose priorities can shift overnight.

Knowledge itself is being built on the shifting sand of corporate discretion.
December 12, 2025 at 5:52 PM
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Thanks @insidehighered.com for publishing our OpEd w Annie K. Lamar #publicvoices of The Oped Project @ucsantabarbara.bsky.social !

🤖Open source software & infra accelerates scientific discoveries by removing financial & technical barriers.

It's about time we start treating it as a public good👇
December 12, 2025 at 5:52 PM
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Huge thanks to S. Kushner L. Pereira
@adelemyers.bsky.social @louisacornelis.bsky.social L. Pritschet Sheila S. D. Martin de Blas H. Grotzinger I. Stelzer L. Chrastil K. Casaletto K. Jordan @susanacarmona.bsky.social @magdamartinezga.bsky.social @emilyjacobs.bsky.social
🧠
December 1, 2025 at 4:47 PM
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Thanks @ucsantabarbara.bsky.social for highlighting our #TIMEBestInvention of the Year award!

tinyurl.com/4939bxu5

This strengthens our commitment to innovating for women's brain health with @ai-ucsb.bsky.social & @bowers-wbhi.bsky.social 🧠
December 1, 2025 at 4:47 PM
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HerBrain on TIME BEST INVENTIONS OF THE YEAR! I am grateful for the opportunity to work on this project and for many interesting conversations while presenting this work. Want to learn more about how pregnancy/menstruation changes the brain? See our poster⬇️, or public talk⬇️
December 1, 2025 at 7:05 PM
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Congrats to Sarah Kushner Luís F. Pereira @adelemyers.bsky.social @louisacornelis.bsky.social Laura Pritschet Sheila S. Daniel Martin de Blas Hannah Grotzinger Ina Stelzer Liz Chrastil Kaitlin Casaletto Kaya Jordan @susanacarmona.bsky.social @magdamartinezga.bsky.social @emilyjacobs.bsky.social 🧠
November 25, 2025 at 12:00 AM
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Thrilled to see HerBrain on #TIME Best Inventions of 2025!

It shows how the anatomy of the brain changes week-by-week through pregnancy and postpartum 🧠

@geometric-intel.bsky.social @ai-ucsb.bsky.social @bowers-wbhi.bsky.social @neuromaternal.bsky.social !
November 25, 2025 at 12:00 AM
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Rumor has it Mother Nature might be the best AI engineer🌱💡

Come see why at Brass Bear Brewing, Nov 13 @ 6pm. With Dr. Fatih Dinc, we’ll dive into how brains, bots, and biology compute with intelligence
November 7, 2025 at 8:30 PM
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The second paper called "On the Approximation of the Riemannian Barycenter" uses the bounds from the above article to compute approximations of the Riemannian barycenter at very low computational cost!

link.springer.com/chapter/10.1...
October 31, 2025 at 7:00 PM
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The first paper called "Bounds on the geodesic distances on the Stiefel manifold for a family of Riemannian metrics" studies the geometry of the Stiefel manifold to derive simple and insightful bounds on the computationally untractable geodesic distance.

sciencedirect.com/science/arti...
October 31, 2025 at 7:00 PM
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Thrilled to see these two papers by Simon Mataigne, co-authored with P.-A. Absil published this month 🤩

They connect deep mathematical theory to practical algorithms on the Stiefel manifold and the approximation of the Riemannian barycenter 🌐

Details & papers👇 @geometric-intel.bsky.social
October 31, 2025 at 7:00 PM
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We are physicists, neuroscientists, mathematicians and computer scientists who study intelligence in biological and artificial neural networks and use our findings to build better AI models.

👉 You can join us via UCSB ECE, CS, Math or DYNS PhD programs!
October 22, 2025 at 5:32 PM
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You are specifically interested in AI?

👉 Look at the AI Curriculum from the UCSB Real AI Initiative offered within the CS and the ECE departments.

ai.ece.ucsb.edu/ai-ucsb

@ai-ucsb.bsky.social @ucsbece.bsky.social @ucsb-cs.bsky.social @ucsbengineering.bsky.social
AI Curriculum — REAL AI
ai.ece.ucsb.edu
October 22, 2025 at 5:32 PM
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October 22, 2025 at 5:32 PM
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I am recruiting PhD students for 2026!😃

You want to reveal the geometric signatures of natural and artificial intelligence, and understand computations in brains and AI? 🌐🧠🤖

Apply to the UCSB Geometric Intelligence Lab ✨

This is the view you'd have from... your desk🌴
October 22, 2025 at 5:32 PM
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UCSB physics professors John Martinis and Michel Devoret have been awarded the 2025 Nobel Prize in Physics. They were lauded for work that, according to the Royal Swedish Academy of Sciences, "revealed quantum physics in action," affirming UCSB as the epicenter of quantum research.
October 7, 2025 at 5:37 PM
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Two more Nobel Prizes at @ucsantabarbara.bsky.social , congratulations !!
UCSB physics professors John Martinis and Michel Devoret have been awarded the 2025 Nobel Prize in Physics. They were lauded for work that, according to the Royal Swedish Academy of Sciences, "revealed quantum physics in action," affirming UCSB as the epicenter of quantum research.
October 8, 2025 at 3:06 PM
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The UC sets a new world record with 5 Nobel Prizes this year!
October 13, 2025 at 5:42 PM