◉GEMINI LABJP
●FLASH35 — Gemini 3.5 Flash is GA and now powers gemini-flash-latest, delivering sustained frontier performance on agentic and coding tasks●AGENTS — Managed Agents launch in public preview in the Gemini API, running stateful autonomous agents in isolated Google-hosted Linux sandboxes●ANTIGRAV — The general-purpose managed agent antigravity-preview-05-2026 enters public preview: it plans, reasons, runs code, manages files, and browses the web●TTS — Streaming speech generation is now supported for gemini-3.1-flash-tts-preview via streamGenerateContent●NANO — Nano Banana 2 Lite arrives as the fastest, most cost-efficient Gemini Image model●DEPRECATE — Legacy image generation models are deprecated and shut down on August 17, 2026; plan your migration early●FLASH35 — Gemini 3.5 Flash is GA and now powers gemini-flash-latest, delivering sustained frontier performance on agentic and coding tasks●AGENTS — Managed Agents launch in public preview in the Gemini API, running stateful autonomous agents in isolated Google-hosted Linux sandboxes●ANTIGRAV — The general-purpose managed agent antigravity-preview-05-2026 enters public preview: it plans, reasons, runs code, manages files, and browses the web●TTS — Streaming speech generation is now supported for gemini-3.1-flash-tts-preview via streamGenerateContent●NANO — Nano Banana 2 Lite arrives as the fastest, most cost-efficient Gemini Image model●DEPRECATE — Legacy image generation models are deprecated and shut down on August 17, 2026; plan your migration early
TAG

quality-monitoring

1 articles
← Back to all tags
Related:
gemini-api1acceptance-sampling1production1python1review-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.