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Gemini 3 Flash adds active vision with Python code execution, lifting accuracy by 5 to 10%, so you can trust verified results.

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Gemini’s Agentic Vision adds a think, act, observe loop and Python tools, helping teams audit images faster and cut counting errors.

Your AI strategy isn’t failing — your ops team is just ahead of it, quietly proving that AI sticks when it saves real time on real problems.