Agent Capability Standard is an open specification for composable AI agent capabilities. It defines 36 atomic capabilities across 9 cognitive layers, a type-safe workflow DSL, and grounded world modeling with trust-aware conflict resolution. Built on the Grounded Agency philosophy, it makes agent reliability structural—not optional.

Public evidence package for the Instats report on responsible AI use in PhD-level research and research training. A global capability framework for university research leadership across 38 top-tier doctoral universities and 14 national research funders.