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Built a Hindi-English dictation engine that isolates on-device inference and keeps a warm fallback ready if it fails.
Above the current prize bar
All eight clips returned a final and this run cleared the current benchmark; two mixed-language clips remain the gap.
Built a local video agent that narrows long footage to likely moments, checks them closely, and returns supporting evidence.
3 of 6 sample answers correct
Tied for best accuracy; the local run included evidence and used no paid model API.
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