DeepSeek V3.2 Exp

“Completely failed. Rated as the third worst update besides DeepSeek Hermite (waiting for users to break through development problems) and DeepSeek V3.2 Exp (not doing ablations, randomly integrating methods causing frequent bugs), sitting at the same table as the paper 'Thinking with Visual Primitives' which completely got the direction wrong (trying to align patches with absolute grounding instead of leveraging patch nativeness). P's activation should be adaptively determined by the content loss of P and D, using fewer activations for low-loss P, and for high-loss P should try to maximize activation even...”