Beyond the Benchmark: What AI Looks Like When It Actually Works

A journal-level examination of AI capabilities through real deployed research systems — medical imaging, geopolitical risk, portfolio optimization, and observability tooling. Uses the Stabilarity Research Platform as a live reference implementation.