Applied Intuition

How we work matters as much as what we build. For @malharhar, that starts with radical pragmatism. Learn more about his experience over the years: review.firstround.com/firsth…

How does labeled data become a model back on the road? @_xushiyan breaks down each stage: curation, scenarios, data loading, training, and evaluation, across hundreds of petabytes of multimodal data. appliedintuition.com/enginee… Catch him on the main stage at LanceDB's #Reverie2026, Nov. 5th at 11:30 AM PT.

Our policies set the new SOTAs of navtest, navhard, and HUGSim.

E2E driving is bottlenecked by data. Imitation needs fleet-scale logs that barely cover the safety-critical long tail. Closed-loop RL in photoreal sim pays per-step rendering and backbone cost. TerraTransfer++ removes human demonstrations from every stage and achieves state-of-the-art driving performance across open-loop and closed-loop benchmarks. 🧵 Paper: arxiv.org/abs/2610.30319 Website: terra-applied.github.io/Terr…

Applied Intuition has been awarded a contract by the @USNavy to scale Data Engine across its fleet. As the infrastructure layer for maritime autonomy, Data Engine collects operational data through passive navigation capabilities installed on Navy ships. Here’s how the loop works: 🔵 Collect data from ships at sea 🔵 Curate it and train perception models 🔵 Evaluate the models 🔵 Deploy them back to vessels over the air The result is what one ship learns now reaches the entire fleet – a threat encountered by a single vessel is turned into an improved model and deployed over the air, so every ship can detect it. Our goal is for each military service to run its own Data Engine, tailored to its domain and feeding into a common infrastructure. Learn more about our work with the U.S. Navy here: appliedintuition.com/blog/na…

Where does physical AI go from here? @qasar shares his takes with @eostudi0. Watch the full episode: youtu.be/REsrgNeuZkU

When software shapes the car, what’s left for design? The human. See how we’re building the next generation of intelligent cars with @Stellantis. appliedintuition.com/blog/st…

You join. You ship. You find what’s broken and fix it. That’s the bar. review.firstround.com/firsth…

Silicon Valley software expertise x Japanese engineering excellence. Applied Intuition and @HondaJP are partnering to speed up Honda’s in-house development of a centralized, upgradeable SDV platform. Learn more about how we are working together to transform the automotive industry. appliedintuition.com/blog/ho…