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      <title>Look Who’s Reasoning Now: UpstreamQA and the Fine Print of Video AI</title>
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      <description>A practical reading of UpstreamQA: why modular reasoning can make video AI more interpretable, more accurate in some cases, and worse in others.</description>
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