✍🏽 Welcome to Landon’s Loop: your go-to weekly read on Chicago startups and innovation.
In this week’s newsletter #106:
- Tempus unveils a new foundational model for oncology
- Tracking Chicago’s growing number of data centers
- 5 must-attend tech events this week
This month’s speaker was Adam McElhinney, CEO of Uptake, who shared how ML is shaping the future of IoT 👇🏽
Foundation models are the new infrastructure. GPT changed text. Midjourney changed visuals. Suno is changing audio. But what happens when you bring that kind of power to cancer care?
In Chicago, Tempus is building exactly that: a foundational model trained on the largest multimodal dataset in oncology.
Let’s break it down:
Tempus is creating the largest multimodal foundation model for oncology right here in Chicago. It’s powered by over 250 petabytes of de-identified clinical and molecular data, including 7.3m patient records, 1.4m imaging datasets, and 1.3m genomic profiles.
This will be one of the most expansive datasets in healthcare. The model will combine text, images, and genomic data to unlock faster insights across cancer care: predicting treatment responses, finding clinical trial matches, and surfacing new drug targets.
To pull this off, Tempus recently teamed up with AstraZeneca and Pathos AI in a $200m multi-year partnership. All three will use the model to fuel drug discovery and precision medicine. Even better: Pathos is also being built right here in Chicago, alongside Tempus. It’s a sign that a whole new ecosystem of AI biotech is starting to take shape around this work in Chicago.
This isn’t just another big LLM. It’s a vertical AI platform built to change how we fight cancer.
Tempus isn’t just building a product, it’s building a platform.
Startups could one day plug into its API to build AI-powered diagnostics, clinical trial tools, and drug discovery platforms without needing to spend years gathering their own massive datasets.
This is a major unlock for healthcare innovation, especially in the Midwest. And it’s a win for Chicago too. Tempus shows how our city’s deep healthcare roots, top medical schools, and growing data science community are converging to power the next generation of AI.
Chicago is home to over 130 data centers, with heavy clusters in Elk Grove Village and downtown.
Major players like Digital Realty, Microsoft, and Lumen are leading the expansion, fueled by AI demand. Chicago’s edge in energy, connectivity, and location is turning it into a national hub for compute.
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Cofactor Demo Day
Hosted by Cooley, Drive Capital, Trigent, and JP Morgan
Monday
1 Million Cups Chicago
Wednesday
TechWalk | Chicago, 5/1 w/ Northwestern Alumni
Thursday
Inside the Loop Biweekly Coffee
Thursday
HackwithChicago
Saturday
Met with an angel investor today.
She was the FIRST check into two public companies now worth over $20B each, and one private company current valued over $60B.
No website. No brand. Also not in the Bay.
Just a reminder: there’s a lot of quiet capital outside SV.
— Landon (@landon20s)
12:17 AM • Apr 25, 2025