Robotics

Tsinghua, Infinigence AI and AgiBot train 96 real robots to share experience: Researchers from Tsinghua, Infinigence AI and AgiBot trained 96 real robots to share experience with one another. They reported that two unseen robots reached 97.5% success over 600 trials, and phone packaging success improved from 79.2% to 98.3%.

Robotics • Pandaily

Nvidia's open-source Flora labels robot video for 72 cents an hour, versus $88 on GPT-6 Astra: Nvidia open-sourced Flora, a robot-video labeler built on three fine-tuned Qwen3.5 models. It labels one hour for 72 cents versus $88 with GPT-6 Astra and scores slightly higher, Nvidia says. It catches robot-action errors more reliably but sometimes falls short on descriptive accuracy.

AI & Robotics • The Decoder

Amap open-sources Lambda-0 humanoid model trained on 500 hours of first-person human data: Amap and Alibaba’s ATH group released Lambda-0, a whole-body humanoid foundation model trained on 500 hours of first-person human data. It transfers zero-shot to a Unitree G1 robot, according to Pandaily.

Robotics • Pandaily