Technical Innovations

Extends R1's RL framework to multimodal inputs

Rule-Based Rewards: 128 objective scoring metrics for visual reasoning

3D Attention Gates: Fuse visual/textual tokens through volumetric processing

Benchmark Shockers

Stanford IQ-VQA: 148 IQ score (human average 100)

Medical Imaging: 97.3% tumor detection vs radiologists' 92.1%

Autonomous Driving: 0.01 disengagements/km in Shanghai robotaxi trials

Controversy
Ethicists warn of "Artificial Intuition" surpassing human pattern recognition in military targeting systems.