SSAD talk breaks down building a driving VLA in 4 steps: model, data, action head, finetuning
abursuc · x · 2026-09-17
At the SSAD 2026 workshop, a talk walked through building a VLA (vision-language-action) model for driving in four steps: model selection, data curation, action-head design, and multi-stage finetuning.
It opened with a brief history of the autonomous driving stack and where the field is headed next.
Related event: SSAD Talk Details Building Compact Driving VLA Models(3 posts)→
More from Embodied
- Day 8 of PhoneGirl humanoid training: it walks, but hilariously — _Stocko_ · 2026-11-02
- Local AI computer maker Autonomous ships to 5 countries, prices up to $99,700 — dee_hw · 2026-11-02
- Drone-captured 400-ft guyed tower rebuilt as 3DGS via Metashape and LichtFeld Studio — janusch_patas · 2026-11-02
- Physical AI's real story: a 4-layer map of 15 companies behind humanoid robots — pdamodaran · 2026-11-02
- An AI agent autonomously performed brain surgery on a mouse — FacZap · 2026-11-02
- Autonomous's Harness Pro uses an ESP32-P4, not a mini PC, to monitor AI coding agents — dee_hw · 2026-11-02