a VALIANT Effort | July 2025

July 2025

Friends,

There is a lot going on from Reykjavík and Brisbane to the San Francisco Bay (see below), so I’ll keep this brief!
First, thank you Nick Lord for leading S.L.I.C.E. (right) through this summer, our other distinguished guests, and all of our summer interns. We totaled:
  • 408 slices of pizza consumed
  • 32,400 seconds together
  • 7 faculty and staff brains picked
  • 9 institutions represented
  • 9 weeks of fun
Second, I’m very excited to welcome two amazing keynote speakers in just two weeks:
  • Francois Peltier, Transformation Lead, Nissan Motor Company
    From Classroom to Boardroom: How Students Delivered $72M in Business Value with AI (Monday August 11, 2025)
  • Will Croushorn, MBA, AI Product Manager, The Wendy’s Company. AI in Practice: Behavioral Design and Feedback from the Drive-Thru Frontier

Finally… If you follow any of our social media, I’m sure that you are aware that today (July 31) is the last day to pre-register for the 2025 AI Summer School. Limited onsite registration will be available.

Best wishes,

Bennett

Nashville to Reykjavík: Marilyn Lionts Opens the VALIANT REACH

We are excited to share that Marilyn Lionts (HRBL Lab, advised by Prof. Yuankai Huo) served as our inaugural VALIANT REACH Scholar, completing a June exchange in the laboratory of Dr. Lotta María Ellingsen at the University of Iceland. “I definitely thought it was worth it. I really, really enjoyed it,” she said, adding that the program let her “branch out of my normal area, but also really enhance the skills I need for my research topic,” underscoring VALIANT REACH’s mission to advance AI for societal benefit through immersive global collaboration.

During the one‑month “science sprint,” Marilyn shifted from her Vanderbilt focus on Raman spectroscopy and photonics (“my main work… is using AI for different applications of Raman spectroscopy”) to fingerprint image analysis for underdiagnosed developmental conditions. “There’s this condition called Kabuki syndrome… characterized by having fetal fingerprint pads,” she explained. While a previous study was able to differentiate these patients’ fingerprints from controls, a new dataset with similar physical fingerprint characteristics (Wiedemann-Steiner syndrome) has made the differentiation task more complex. The team asked, “Could we tell the difference between these two syndromes, or is the model only picking up the fat pads?” while exploring how a vision transformer might extend the prior CNN results within an emerging mobile fingerprint collection app.

Cultural immersion amplified the technical gains. Marilyn highlighted Icelandic National Day—“costumes and everyone there with their Iceland flags”—a Viking heritage festival with staged bouts (“even the little kids, which was so cute”), and a Golden Circle excursion: seeing geysers and “that big waterfall… that was really breathtaking.” These experiences, alongside peers from around the world, deepened her international network.

Reciprocal momentum now continues as Dr. Ellingsen’s student prepares to visit Nashville: “She should be here in October… we have a lot of things planned.” Marilyn’s guidance is clear: “It’s hard to imagine a person who shouldn’t do it,” and future scholars should “be very open minded and really make an effort to talk to all the people there… and really try to make those connections.” With this successful pilot, we look forward to expanding VALIANT REACH, applying lessons in advance project scoping, clinician engagement, and structured cultural exchange.


From Serverless to Super-intelligence: Fred Weitendorf’s Accretional Leap

For this Notes from the Field, Fred Weitendorf (M.S./B.S. Computer Science, B.A. Mathematics ’18) sprinted from Microsoft to Google before founding Accretional, the Bay-Area startup behind Brilliant, a tool that promises to turn an idea into fully tested, deployed code in under a minute. “I graduated from Vanderbilt seven years ago, spent a year at Microsoft and four-and-a-half at Google, then left to build AI developer tools,” he explains.
Those tools don’t replace programmers; they amplify them: “The future of work excites me; want to help people tackle projects they never thought possible.”
Reflecting on Vanderbilt, Fred credits a concept-first curriculum and summer research stipends for his launch pad. “I remember learning theoretical, really conceptual things—that gave me a strong platform; if you understand the core concepts, the specific technology matters less.” He adds, “Algorithms was one of my favorite classes because it taught true critical thinking—the most important skill anyone can have.” Those foundations, plus hands-on time with Hadoop and Spark, “directly led to my first Microsoft role.”
Weitendorf stays current by reading “Hacker News—my number-one source for technical content,” and by directly reaching out to and learning from the creators of tools he admires. His advice for today’s AI hopefuls: master the infrastructure layer. “AI is the shiny new thing everybody is learning, and it’s making applications increasingly easy to create. But infrastructure like operating systems, containers, APIs, proxies, and databases are what separate toy apps and research demos from real products and technology.”
As Accretional refines Brilliant, Fred invites VALIANT readers to imagine software creation that feels effortless—super-intelligence as a service, accessible to every developer, company, and curious mind.

VALIANT Ventures

Our scientists are breaking new ground:
  • Drs. Yuankai Huo, Jason Valentine, and Bryan Millis received a $1.2M NSF CPS  Medium grant, with the title “iCMS: Intelligent Cyber Microscopy System for Long-term Microscope Imaging.”
  • VALIANT will play an essential leadership role in organizing the newly announced MIDL 2026 conference, with Dr. Huo as Program Committee Chair, Dr. Landman as Satellite Event Chair.
  • Aravind Krishnan received a MIDL 2025 Travel Award for Research.

Welcome, Tissue Connect Systems

We’re excited to announce a new industry affiliate partner: Tissue Connect Systems!

Neurdy Lab members (& friends) at OHBM in Brisbane

The group presented 5 posters, and Dr. Catie Chang spoke in a Roundtable called “Synergizing functional brain imaging results in an era of information abundance & technological rise”. (L-R:  Kübra Eren (collaborator from Boğaziçi University, Istanbul), Kimberly Rogge-Obando, Haatef Pourmotabbed, Catie Chang, Rithwik Guntaka, Richard Song, Ethan Edwards)

Society Distinction

Prof. Yuankai Huo was promoted to  SPIE Senior Membership.

Service Accolades

Dr. Lianrui Zuo received the prestigious MICCAI Outstanding Reviewer Award.

VALIANT Pulse Summer Series Continues

We’re excited to continue the VALIANT Pulse summer podcast series — a collaboration between VALIANT and  Gemini. Each short, AI-assisted, human-curated episode translates cutting-edge scientific research into engaging stories for a broader audience. Available on SpotifyAmazoniHeartRadio, or whereever podcasts are found. (This week features work by Drs. Maldonado, Sandler, and Landman: “Seeing Through Time: AI Models for Lung Cancer Risk and Diagnosis”.) Feedback is welcome as we build this bridge from the lab to the world.

Next Week: Foundational AI for Astrophysics

A free, interdisciplinary event uniting astronomy, computer science, and engineering with industry leaders and research foundations for talks and panels; registration appreciated—please share with interested colleagues and students.

Alchemists’ Corner

We have a lot going on right now. Here is a selection of what has hit Scopus from our community since last month.


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