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CHAT — Ask Gemini in Chat goes live today, August 26, turning Google Chat into a single command line for search, drafting, catching up, and task managementLIMITS — Ask Gemini in Chat comes with promotional higher limits through October 1, after which standard usage limits applySHEETS — Sheets canvas turns a spreadsheet into an interactive, read-write application from a plain-language promptMEET — You can now start a Gemini note-taking session straight from the Google Meet home screen, including for in-person meetings, with the summary, action items, and full transcript saved to a Google DocMODELS — Gemini 3.7 Flash reached general availability on August 13, with introductory pricing running through December 31, 2026DEPRECATION — gemini-robotics-er-1.6-preview shuts down on August 31, five days from now. The ER 2 endpoints have been in public preview since July 30CHAT — Ask Gemini in Chat goes live today, August 26, turning Google Chat into a single command line for search, drafting, catching up, and task managementLIMITS — Ask Gemini in Chat comes with promotional higher limits through October 1, after which standard usage limits applySHEETS — Sheets canvas turns a spreadsheet into an interactive, read-write application from a plain-language promptMEET — You can now start a Gemini note-taking session straight from the Google Meet home screen, including for in-person meetings, with the summary, action items, and full transcript saved to a Google DocMODELS — Gemini 3.7 Flash reached general availability on August 13, with introductory pricing running through December 31, 2026DEPRECATION — gemini-robotics-er-1.6-preview shuts down on August 31, five days from now. The ER 2 endpoints have been in public preview since July 30
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Gemini API/2026-07-12Advanced

When a Whole Chapter Vanished From My Long-PDF Summary — Field Notes on Auditing Coverage

Chapter-wise summarize-then-merge works well on long PDFs, but a lost extraction or a merge step can drop an entire chapter while the pipeline finishes without a single error. This walks through catching those silent drops with one number—coverage—and re-running only the chapters that fell out.