Benchmarks rarely look like this. LingBot-Map, the new feed-forward 3D reconstruction foundation model from Ant Group’s Robbyant team, scores 98.98 F1 on ETH3D — more than 21 points above second place. It hit #1 on GitHub trending with +827 stars in a single day, and both code and weights are open. What it actually does… Continue reading

Mistral shipped Robostral Navigate on July 8: an 8B open-weight robotics navigation model. Give a robot a plain-language instruction — “go to the kitchen and grab the red cup” — and it navigates unfamiliar indoor spaces with a single RGB camera. No LiDAR, no depth sensor, no pre-built map. Why 8B and one camera matter… Continue reading