GEMINI LABJP
SUNSET — The image generation models shut down tomorrow, August 17: imagen-4.0-generate-001, ultra, fast, and the Gemini 3 Image family, and calls will fail with a hard errorGA — Gemini 3.7 Flash reached general availability on August 13, with substantial gains in software engineering, web development, and agentic work at an introductory price through December 31APPS — On August 12 Google widened the set of apps you can connect to Gemini, adding Granola, Otter.ai, and Wix alongside OpenTable, Ticketmaster, iHeartRadio, and PandoraSAMPLING — The temperature, top_p, and top_k sampling parameters are now deprecated, so migrating to a newer model means revisiting those assumptionsROBOTICS — Gemini Robotics ER 2 is in public preview, and the older gemini-robotics-er-1.6-preview shuts down on August 31NOTEBOOK — NotebookLM Enterprise has been renamed Gemini Notebook Enterprise, and the Gemini Enterprise mobile app is now generally availableSUNSET — The image generation models shut down tomorrow, August 17: imagen-4.0-generate-001, ultra, fast, and the Gemini 3 Image family, and calls will fail with a hard errorGA — Gemini 3.7 Flash reached general availability on August 13, with substantial gains in software engineering, web development, and agentic work at an introductory price through December 31APPS — On August 12 Google widened the set of apps you can connect to Gemini, adding Granola, Otter.ai, and Wix alongside OpenTable, Ticketmaster, iHeartRadio, and PandoraSAMPLING — The temperature, top_p, and top_k sampling parameters are now deprecated, so migrating to a newer model means revisiting those assumptionsROBOTICS — Gemini Robotics ER 2 is in public preview, and the older gemini-robotics-er-1.6-preview shuts down on August 31NOTEBOOK — NotebookLM Enterprise has been renamed Gemini Notebook Enterprise, and the Gemini Enterprise mobile app is now generally available
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Gemini Advanced/2026-07-02Advanced

After You Improve the Prompt, How Far Back Do You Regenerate? — Designing a Budget-Bounded Backfill

A prompt improvement only helps future output — thousands of old artifacts stay on the previous generation. This piece covers a budget-bounded backfill: selection scoring, edit-detection hashes, a pre-replacement gate, and a resumable cursor, with working code.