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The AI Act’s transitional regime does not expire on 2 December: what Article 50 actually requires of systems already placed on the market

The AI Act’s transitional regime does not expire on 2 December: what Article 50 actually requires of systems already placed on the market

Based on the institutional information provided, 2 December 2026 is not the end date of the exception for technical marking of certain AI systems already placed on the market. The issue requires distinguishing the general application of transparency obligations, the specific exception for detectable marking, and the separate tasks of providers and deployers.

Gemini 3.8 Flash reaches stable release: what changes and what remains unproven

Gemini 3.8 Flash reaches stable release: what changes and what remains unproven

Google has marked Gemini 3.8 Flash as stable in its API. Its documentation positions it for long-horizon software engineering, autonomous agents, and complex enterprise workflows. The specification confirms a large context window, multimodal input, and tool integration, but it does not provide independent evidence that the model outperforms alternatives on real projects.