Robotics In-Context Learning: Execute 10-Minute Tasks with One Video Prompt, No Fine-Tuning
rohanpaul_ai · x · 2026-08-26
Deepak Pathak highlighted a breakthrough in robotics in-context learning. The technology enables robots to perform long-horizon tasks exceeding 10 minutes using just a single video prompt. These tasks are unseen during pre-training, and the approach requires no fine-tuning, signaling a shift towards building intelligence from the foundations up.
More from Embodied
- First Robot Fight Betting Event: 200lb T800 Championship — zealcaiden · 2026-08-26
- SF robotics company builds custom mic array for better AI interaction — Scobleizer · 2026-08-26
- Opinion: Robotics ICL needs public access for a 'GPT-3 moment' — chris_j_paxton · 2026-08-26
- MIT professor explains why AI still can't load the dishwasher — vincesitzmann · 2026-08-26
- Q-Planning boosts robot self-improvement from 25% to 80% success — chris_j_paxton · 2026-08-26
- Max Welling: Why the Next AI Breakthrough May Come from Physics — TWIML AI Podcast · 2026-08-26