Researchers from Axiom Math discuss Driving Bench, an experiment where general-purpose AI models like Astra were given control of a real Toyota Corolla on a cone course. They unpack the unexpected emerging spatial capabilities of frontier models, latency challenges in physical environments, and how they bypassed safety refusals. Check out our sponsor Lovable: https://lovable.dev. Turn ideas into software people love.

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Timestamps:

(00:00) Introduction

(01:06) Testing LLMs on Real Driving

(02:37) Benchmarking Astra Against Other Models

(05:53) Emergent Spatial Intelligence at Scale

(08:00) The Knowing-Doing Gap in AI

(11:03) Safety and Physical AI Benchmarking

(13:26) Origin Story of Driving Bench

(18:42) Predictions for Spatial Models

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General AI Drove a Real Car | Axiom Math

MTS

General AI Drove a Real Car | Axiom Math