GEMINI LABJP
API — The deprecation of temperature, top_p, and top_k is a silent no-op rather than an error: requests still return 200 and the values are simply ignoredAUDIT — There is no runtime signal to catch it, so auditing means searching your codebase statically for the parameters, a gap developers are actively discussingCHECK — Send the same prompt several times at temperature 0 and again at 1, then compare the spread of the outputs, and you can confirm for yourself that nothing changesMODELS — Gemini 3.7 Flash scores 65.3% on DeepSWE v1.1 and 43.6% on FrontierCode 1.1 Main, with introductory pricing available through December 31, 2026SEARCH — File Search now supports multimodal search through gemini-embedding-2, so images can be embedded and searched directly without a transcription stepDEPRECATION — gemini-robotics-er-1.6-preview shuts down on August 31, four days from now, with the ER 2 line in public preview since July 30 as the migration pathAPI — The deprecation of temperature, top_p, and top_k is a silent no-op rather than an error: requests still return 200 and the values are simply ignoredAUDIT — There is no runtime signal to catch it, so auditing means searching your codebase statically for the parameters, a gap developers are actively discussingCHECK — Send the same prompt several times at temperature 0 and again at 1, then compare the spread of the outputs, and you can confirm for yourself that nothing changesMODELS — Gemini 3.7 Flash scores 65.3% on DeepSWE v1.1 and 43.6% on FrontierCode 1.1 Main, with introductory pricing available through December 31, 2026SEARCH — File Search now supports multimodal search through gemini-embedding-2, so images can be embedded and searched directly without a transcription stepDEPRECATION — gemini-robotics-er-1.6-preview shuts down on August 31, four days from now, with the ER 2 line in public preview since July 30 as the migration path
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Data preprocessing

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Gemini API1Spreadsheets1Python1Structured output1
Gemini API/2026-08-27Intermediate

Your Spreadsheet Breaks Before Gemini Ever Sees It

Merged cells and two-row headers quietly strip rows of their keys during extraction, long before the model reads anything. Here is what gets lost, measured, plus the Python that flattens the table and catches the total row.