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●GA — Gemini Omni Flash reached general availability on August 27 as gemini-omni-1.1-flash, the conversational video generation and editing model●EXTEND — You can now continue an existing clip by generating past its end, either through the extend task or straight from a prompt, working around the short duration limit●RESOLUTION — video_config gains a resolution parameter offering 360p, 720p, 1080p, and 4k. The two highest tiers are produced by upscaling, so results vary with the source●DEPRECATION — gemini-omni-flash-preview shuts down on September 30, so any production code still pointing at the preview endpoint needs to move over●TRANSCRIBE — Gemini 3.5 Transcribe and Transcribe Live went GA on August 26 with language detection across 85+ languages, speaker diarization, and word-level timestamps●SHUTDOWN — gemini-robotics-er-1.6-preview retires on August 31, two days from now, with the ER 2 line in public preview since July 30 as the migration path●GA — Gemini Omni Flash reached general availability on August 27 as gemini-omni-1.1-flash, the conversational video generation and editing model●EXTEND — You can now continue an existing clip by generating past its end, either through the extend task or straight from a prompt, working around the short duration limit●RESOLUTION — video_config gains a resolution parameter offering 360p, 720p, 1080p, and 4k. The two highest tiers are produced by upscaling, so results vary with the source●DEPRECATION — gemini-omni-flash-preview shuts down on September 30, so any production code still pointing at the preview endpoint needs to move over●TRANSCRIBE — Gemini 3.5 Transcribe and Transcribe Live went GA on August 26 with language detection across 85+ languages, speaker diarization, and word-level timestamps●SHUTDOWN — gemini-robotics-er-1.6-preview retires on August 31, two days from now, with the ER 2 line in public preview since July 30 as the migration path
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acceptance-sampling

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gemini-api1quality-monitoring1production1python1review-design1
◈ Gemini API/2026-07-15Advanced

Sample what you already accepted — an audit budget that catches silent quality drift

A confidence gate only ever looks at output the model hesitated on. Silent drift sinks into the batch that sailed through. Working from a fixed 30-minutes-a-day review budget, this walks through deriving detection time from the binomial, reallocating the same budget across risk strata, and catching slow decay with a cumulative monitor.