Official Notice
The GitHub account [github.com/codatta] is impersonating our legacy brand. It is not affiliated with or authorized by us, and the token it promotes has nothing to do with our team.
We remain fully committed to $XNY and have no plans to issue a new token.
Official Notice: Codatta Discord Server Has Been Discontinued
Effective August 6, 2026, the Codatta Discord server is no longer an official Codatta channel and is no longer maintained by our team.
Please treat everything in that server as untrusted. Any announcement, link,
Robotics Knowledge Quiz #06
Why is teleoperated human demonstration data so valuable for training robot manipulation?
A. It's cheaper to collect than simulation
B. It captures the timing and force of how humans correct a grasp mid-task
C. It removes the need for any labeling
D.
AI generalizes well. It specializes poorly — until you give it the right human knowledge.
Codatta contributors improve AI across four layers:
→ Fine-Tuning: real-world examples that teach models to think like specialists
→ RAG: verified data that keeps AI grounded instead of
