GEMINI LABJP
VIDEO — Agentic video understanding reached 3.7 Flash, 3.6 Flash, and 3.5 Flash-Lite on September 1. The model navigates the timeline itself rather than sampling frames at a fixed rateTOKENS — Because it pulls transcripts, frames, or audio only when it needs them, Google measures up to 88% fewer tokens on long-form contentSCOPE — It works across both the Interactions and GenerateContent APIs. If you have costed out long-video work before, the assumptions have movedMUSIC — Lyria 3.5 entered public preview on September 3, generating full-length songs at 44.1 kHz stereoCONTROL — Lyria 3.5 accepts text and image inputs, with better musical coherence, more natural vocals, and finer control over duration and structureROBOTICS — gemini-robotics-er-2-streaming-preview is tuned for real-time streaming over the Live API, with function calling that blocks on physical robot actionsVIDEO — Agentic video understanding reached 3.7 Flash, 3.6 Flash, and 3.5 Flash-Lite on September 1. The model navigates the timeline itself rather than sampling frames at a fixed rateTOKENS — Because it pulls transcripts, frames, or audio only when it needs them, Google measures up to 88% fewer tokens on long-form contentSCOPE — It works across both the Interactions and GenerateContent APIs. If you have costed out long-video work before, the assumptions have movedMUSIC — Lyria 3.5 entered public preview on September 3, generating full-length songs at 44.1 kHz stereoCONTROL — Lyria 3.5 accepts text and image inputs, with better musical coherence, more natural vocals, and finer control over duration and structureROBOTICS — gemini-robotics-er-2-streaming-preview is tuned for real-time streaming over the Live API, with function calling that blocks on physical robot actions
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Gemini API/2026-04-28Advanced

Production-Grade Spatial Understanding with Gemini 2.5 Pro: Bounding Boxes and Segmentation Done Right

A production-focused guide to wiring Gemini 2.5 Pro's bounding-box and segmentation outputs into mobile and web apps — covering coordinate normalization, mask decoding, hallucination detection, and automatic fallback to YOLO.