The AGI Countdown Clock: A symbolic governance signal tracking progress toward Artificial General Intelligence through public milestones and transparent methodology. Currently at 11:58 PM—2 minute to midnight.

Open patient-reported outcomes platform for UK medical cannabis. Chemotype-first, patient-led, methodology under CC BY-SA 4.0, code under MIT.

SBCIS: Small Business Compliance Impact Scoring. An open versioned methodology for scoring federal regulatory rules on SMB compliance burden.

Open methodology for scoring business health 0-100. 5 pillars, transparent weights. Used on 250M+ companies.

Open methodology tooling for the Marin T. Kael Research Programme — KI-Zitations-Feldlabor (AI Citation Behavior Lab). Public companion to https://marin-t-kael.de/research.

WAVE — An open methodology for human-AI collaboration. Three layers, one principle: 70% human expertise, 30% AI execution. Generic core + Software Engineering case study. CC BY-SA 4.0.

Market-data engineering & anti-overfitting research methodology — walk-forward validation, Purged CPCV, data contracts. Documentation only: not financial advice, not a trading signal, no-order system.

Deterministic legal calculation methodology for Italian LegalTech: damage simulation, Balthazard logic, privacy-preserving legal empowerment.