Section · 3 articles

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What we read, tested and think is worth your attention this week.

AgentsLLMMLOpsToolingSafetyPolicy
An annotated printed copy of the AI Act on a desk
Watch · Policy

The AI Act's GPAI obligations, read by people who have to comply with them

The general-purpose AI provisions entered into application in August 2025. A year on, here is what actually changed in how we ship models for clients — and what did not.

C. Renard · 2 Sept · 1 min
Watch · LLM

Speculative decoding is finally boring — and that's good news

Every serving engine now ships it, defaults are sane, and the 2× is real on the workloads that matter. Here is what to switch on.

A. Martin · 1 Sept · 1 min
Watch · Agents

MCP one year on: what actually got adopted

The protocol won; most of the servers did not. A look at which patterns survived contact with production.

K. Nguyen · 22 Aug · 1 min