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Public evidence for AIC coding-agent evaluations: frozen patches, canonical verifier scores, integrity hashes, cost, timing, and task context.

Gemini 3.8 Flash Dropped: Frontier Level Reasoning Under - Gemini 3.8 Flash and 3.8 Flash Cyber model overview, benchmarks, and architecture.

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