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SHEETS — Fill with Gemini expands to 28 more languages, so you can build spreadsheets in your own language with natural promptsALPHAEVOLVE — Gemini Enterprise makes AlphaEvolve generally available, autonomously discovering optimized code solutionsSPARK — Gemini Spark, a personal AI agent for macOS, organizes folders and runs workflows across WorkspaceOMNI — Gemini Omni blends text, photos, and video for high-quality creation, plus custom AI avatars of youGEMINI35 — Gemini 3.5 Pro slips to July 17 for a full rebuild, introducing a 2M-token context and Deep ThinkDEEPTHINK — The 3.5 Pro rebuild targets better math reasoning, SVG scene generation, and image qualitySHEETS — Fill with Gemini expands to 28 more languages, so you can build spreadsheets in your own language with natural promptsALPHAEVOLVE — Gemini Enterprise makes AlphaEvolve generally available, autonomously discovering optimized code solutionsSPARK — Gemini Spark, a personal AI agent for macOS, organizes folders and runs workflows across WorkspaceOMNI — Gemini Omni blends text, photos, and video for high-quality creation, plus custom AI avatars of youGEMINI35 — Gemini 3.5 Pro slips to July 17 for a full rebuild, introducing a 2M-token context and Deep ThinkDEEPTHINK — The 3.5 Pro rebuild targets better math reasoning, SVG scene generation, and image quality
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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.