GEMINI LABJP
SUNSET — gemini-robotics-er-1.6-preview shuts down on August 31. Thirteen days out, which makes this the week to actually start the migrationMIGRATION — The replacements are gemini-robotics-er-2-preview and gemini-robotics-er-2-streaming-preview, both in public preview since July 30 and both accepting text, image, video, and audio inputPRICING — Gemini 3.7 Flash went GA on August 13 at an introductory price that runs through December 31, 2026, so anything spanning the new year needs a two-stage cost estimateDEPRECATION — The temperature, top_p, and top_k sampling parameters are now deprecated. If your code sets them explicitly, measure the output difference without them while there is still timeVIDEO — Gemini Omni Flash, a model for generating and editing video, is available in Google AI Studio and through the Gemini APILOGS — The Interactions API now supports developer logs, viewable for supported calls from the AI Studio dashboardSUNSET — gemini-robotics-er-1.6-preview shuts down on August 31. Thirteen days out, which makes this the week to actually start the migrationMIGRATION — The replacements are gemini-robotics-er-2-preview and gemini-robotics-er-2-streaming-preview, both in public preview since July 30 and both accepting text, image, video, and audio inputPRICING — Gemini 3.7 Flash went GA on August 13 at an introductory price that runs through December 31, 2026, so anything spanning the new year needs a two-stage cost estimateDEPRECATION — The temperature, top_p, and top_k sampling parameters are now deprecated. If your code sets them explicitly, measure the output difference without them while there is still timeVIDEO — Gemini Omni Flash, a model for generating and editing video, is available in Google AI Studio and through the Gemini APILOGS — The Interactions API now supports developer logs, viewable for supported calls from the AI Studio dashboard
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Gemini API/2026-07-04Advanced

Catch Near-Duplicate Posts Before You Publish — a Topic-Cannibalization Gate with Gemini Embeddings

Once a blog passes a few hundred posts, new articles start cannibalizing old ones in search. This walks through a pre-publish gate that embeds each post's meaning with gemini-embedding-2 and blocks drafts that sit too close to something you already wrote — with runnable code and how to pick the thresholds.