Google Gemini cuts video analysis tokens by 88 percent with adaptive sampling
Google has deployed adaptive video analysis across three Gemini Flash variants, enabling models to dynamically select which video segments and resolutions to process rather than scanning uniformly. The shift cuts token consumption by up to 88 percent while boosting accuracy on extended footage, addressing a critical efficiency bottleneck for video-heavy workflows. This represents a meaningful step toward cost-effective multimodal reasoning at scale, particularly relevant for enterprises processing surveillance, archival, or documentary content where token economics directly impact deployment viability.73
