Insights for AI teams & investors

Aqta Blog

Essays on AI governance, EU AI Act compliance and the operational reality of running production AI agents in regulated environments

•11 min read

The Human Supply Chain Behind AI – And Why Agent Governance Is the New Safety Valve

As models become commodities and AI-generated code floods your stack, the real risk lives in the software and human supply chains beneath them.

AI GovernanceSupply ChainEthics
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•8 min read

The 2026 AI Bracing: Why Governance is the New Growth Metric

As AI valuations wobble and the EU AI Act bites, governance, auditability and compliance are becoming core growth metrics for AI teams, not back‑office hygiene.

AI GovernanceEU AI ActInvestors
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•10 min read

Loop Drift: Why Production AI Agents Get Stuck and How to Stop Them

Loop drift is a failure mode where AI agents transition from efficient behaviour into repetitive, self-reinforcing loops that burn money and quietly degrade reliability

Agentic AIAI FailuresProduction AI
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•8 min read

Why Enterprise AI Needs Governance Now: The 2026 Compliance Deadline

With the EU AI Act high‑risk obligations taking effect in August 2026, enterprises deploying AI agents need governance infrastructure today.

EU AI ActComplianceEnterprise AI
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