Articles: Compliance
2 articles on this topic.
15 Apr 2026
ShellAgents: AI That Leaves a Paper Trail
The EU AI Act imposes audit, traceability and human oversight requirements on AI systems used in regulated contexts. ShellAgents was built around exactly these principles — not as a compliance patch, but as a design choice. Here is what that means in practice.
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16 Mar 2026
Gold-Plating Analysis Is Not a Prompt — It Is an Engineering Problem
Detecting Gold-Plating in EU directive transpositions requires more than asking an LLM for differences. The hard part is separating legitimate discretion, inherited national law and genuine overreach in a traceable analytical process.
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