автоматизация

Automation, in the applied sense, means moving part of an operational process onto software and AI systems, where the payoff is measured by how the work itself changes rather than by model quality. Material filed under this topic includes a catalogue of patterns and anti-patterns for integrating large language models, metrics of real returns, and a protocol for reviewing failed deployments.