The frontier lab building Large Tabular Models for enterprise prediction
San Francisco
Joined January 2025
- Tweets97
- Following3
- Followers322
- Likes28
Pinned Tweet
What if we could more accurately predict what comes next? That's the question that started Fundamental.
A couple of years later, it’s changing what AI can do.
Faster power restoration starts before the storm hits.
Better predictions are changing how utilities prepare for the worst, and showing what the right information is worth when it matters most.
In Formula 1, every gram matters.
But what if you could remove a physical sensor without losing the signal it provides?
We put that question to the test 🧵
The result? More than 20% less prediction error than the existing approach.
And performance consistent enough across all three targets to make removing the physical hardware viable.
Less hardware.
Better predictions.
No lost signal.
A pretty compelling trade in a sport where the smallest advantages matter.
fundamental.tech/case-studie…
Many claim state-of-the-art results, but how do you know what actually works?
Former Dataiku VP of Research @dsleo explains why rigorous benchmarking is essential to meaningful progress in machine learning.
Fundamental retweeted
proud to see Fundamental named to the #disruptors60
great recognition of the team and the work we're doing
@TechCrunch
A thin credit file doesn’t have to mean a weak prediction. We improved a small-business lender’s default-risk ranking by 9% before applicants even connected a bank account, using signals already in front of them.
fundamental.tech/case-studie…
Formula 1 is a precision sport. A few percentage points in predictive accuracy can mean a very different result on track.
Fundamental retweeted
New arena for us! Literally, figuratively … @AEGworldwide is bringing NEXUS to the @LAGalaxy and @LALIVE, where every seat, campaign and sponsorship starts as a prediction.
fundamental.tech/news/fundam…
“All the words, all the phrasing, all the sentences in my blog posts are handwritten,” says Google DeepMind’s @sedielem. While he uses AI to test phrasing and dissect complex research papers, he ensures every final word remains entirely his own.
Fundamental retweeted
your data shouldn’t have to leave your control to benefit from AI
@LTMpredict 🤝 @VAST_Data
