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Yesterday, I came across the recent OpenAI “wiki incident”, and it gave me a very different perspective on the governance challenges emerging with multi-agent AI.

It…

AI is moving beyond generation into consequential organisational use. It drafts, summarises, extracts, classifies, recommends and prepares material from which organisations create records, reports…

The Universal Non-Destruction Constraint (UNDC) is a mathematically enforced, blockchain-anchored ethical framework for AI systems. It ensures that no AI can initiate or assist in actions…

SHCV IT OÜ is an Estonian software company developing open-source tooling for data provenance and record-keeping in AI systems. We maintain the Capture Record Specification — an open format…