Oct 11, 2026 · Artificial Intelligence

USTC's Abductive World Model Gives Robots Causal Reasoning, Runs on Edge at 2-bit

USTC spinout Baize Tongjing develops Abductive World Model (AWM) that predicts then reasons about causes, learns from unlabeled video with 7x data efficiency, and deploys via 2-bit quantization engine BAIZ-RUN on edge chips, validated in three industrial robot scenarios within three months of founding.

2-bit QuantizationAWMAbductive World Model

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USTC's Abductive World Model Gives Robots Causal Reasoning, Runs on Edge at 2-bit