
AI Learns from AI – When Feedback Becomes Reality
As AI increasingly learns from content generated by other AI systems, dangerous feedback loops emerge.
News, insights and best practices

As AI increasingly learns from content generated by other AI systems, dangerous feedback loops emerge.

The EU Battery Regulation 2023/1542 is reshaping battery compliance. What applies now, what comes in 2027 – and why structured data and QR-based Battery Passports matter.

Multiple data copies, automated recovery, geo-distributed data centers, and certified compliance: how Microsoft Azure ensures security, resilience, and GDPR conformity.

Digital Product Passports are transforming customer service—from reactive ticket handling to data-driven service platforms.

AIRdBASE connects objects, documents, properties, notifications, interactive plans, and contacts into one coherent system—creating a single, media-break-free data backbone from planning to operation.

Integrating every process into core IT increases complexity and attack surface. In industrial environments, isolated systems can reduce risk and strengthen security through defense in depth.

From 2027, the EU Machinery Regulation replaces the Directive. What changes, which deadlines apply, and how digital CE documentation becomes mandatory.

The EU’s Ecodesign for Sustainable Products Regulation (ESPR) introduces Digital Product Passports and lifecycle-wide requirements—reshaping compliance, data management, and market access.