Regulatory Constraints on Security Data

Pre-filtering strands AI detection on a fifth of the environment's telemetry

A SecurityWeek column puts the logs and alerts reaching a SIEM at 10 to 20 percent of what an environment generates, already stripped of context and timing. Layer a model on that pipe and it inherits the gaps rather than closing them.