๐ฃ๐ต๐๐๐ถ๐ฐ๐ฎ๐น ๐๐ ๐ก๐ผ๐ ๐๐ฎ๐ ๐ฆ๐ฐ๐ฎ๐น๐ถ๐ป๐ด ๐๐ฎ๐๐
Scaling laws mean more data equals better results. NVIDIA proved this for robot dexterity.
Training data grew from 1,000 to 20,000 hours. Success rates doubled. Labs now know the exact data needed for results.
NVIDIA released GR00T N1.7 with an Apache 2.0 license. Companies now use this for free. This mirrors the move in LLMs from 2023. A factory engineer with one GPU now runs a top model.
Money is moving fast:
- Generalist AI raised 400 million dollars.
- Their GEN-1 model reports 99 percent reliability.
- BYD plans 20,000 factory robots by 2026.
- BYD will sell robots through car dealers.
Testing is also changing. The ManipArena competition scores real robots. It ignores simulators. Physical skill now determines the winners.
Source: https://dev.to/xberry-tech/physical-ai-has-scaling-laws-now-the-race-just-became-something-else-1p3d Optional learning community: https://t.me/GyaanSetuAi