Unverified50% confidenceSolutionExact time
A two-stage cascade architecture (fast detector + VLM collaboration) is an engineering solution to the VLM real-time problem, making the overall pipeline usable by reducing the number of frames and regions that the VLM needs to process.
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Long-term
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8/30/2026
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