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VideoJev: A System One Model for Video Understanding and Interaction

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VideoJev casts video understanding and interaction as structured decision tasks: a shared head scores temporal intervals and textual options against video evidence, unifying temporal grounding and multiple-choice video QA so agents can act on timely decisions.

VideoJev Video understanding Temporal Grounding MLLM

Category: research

Author: @_akhaliq

Date: 2026-10-14T00:00:00

Duration: 91.0s

Source: https://x.com/_akhaliq/status/2110423274413056230

Reference: https://huggingface.co/papers/2610.18615

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