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Applied AI·September 30, 2026·1 min read

Google Grapples With Employee Skepticism About New Gemini Model

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If internal engineers are unconvinced about Gemini 4’s coding performance, you should treat external benchmarks and marketing with even more skepticism. For teams betting on a single vendor’s model for dev tooling, this is a reminder to keep your evaluation harness and multi-model options live, not theoretical.