A falsifiable analysis engine that refuses to assert what it cannot prove — verdict: phantom_moat (evidence-blocked provisional). Research instrument, not investment advice.

Interactive research instrument: simulates how clinical guidelines & study conclusions may drift over 10/20/30 years as AI-generated text contaminates the biomedical literature. Each horizon is a draw from a distribution, never a forecast.

An open-source research instrument that scrapes Google Classroom at the student level and aggregates the assignment data an institution's own interface keeps illegible.

A hybrid regex-plus-LLM detector that runs the Destructive Interference taxonomy across a writer's accumulated AI-conversation corpus.

A human + AI-agent dyad inhabiting an open-ended game world together — research instrument for operator–agent relationships. AGPL-3.0.