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Signal over noise.

Analysis of the multimodal frontier for the builders and creatives shaping it. New models, new research, and what they actually change in your stack and your craft.

· Analysis

The standalone video model is transitional tech

FLUX 3 fused image, video, audio, and robot action into one set of weights. New research shows video backbones beating specialist vision models, and open weights are slipping to the back of the release queue. What the convergence means for anyone building or shooting with these models.

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