AI LAB
These interfaces document serious research frameworks. Their public launches are temporarily unavailable while the services are restored; the previews and methods remain here for reference.
Historian's Compass
A structured historical research framework built on the Ω-Protocol. Not a chatbot — a disciplined research instrument that forces you to separate source, context, bias, and interpretation.
- Source Autopsy — Dissect primary sources: author bias, claim type, corroboration status
- Contextualiser — Map events against political, social, and economic forces of their era
- Bias Scanner — Detect colonialist, nationalist, or ideological framing in historical texts
- Synthesis Mode — Build structured narratives from verified, cross-referenced evidence only
- Personal Archive — Save and recall your research across sessions (Google sign-in)
Cabinet of Thought Experiments
Eight curated philosophical thought experiments — each a structural tool for fiction writers, philosophers, and thinkers. Not trivia. Each experiment has a precise narrative function.
- The Trolley Problem — Moral algebra under constraint. Force characters to quantify ethics
- Ship of Theseus — Identity erosion under incremental change. Butler-class character arcs
- Mary's Room — The limits of knowledge. What you know vs what you feel
- Schrödinger's Cat — Superposition of states. Characters stuck between two truths
- Story Sparks + Twist Inversions — Each experiment generates narrative possibilities
GeoMind Analyst
Advanced geopolitical analysis engine. Map conflict zones, decode power dynamics, assess regional risks, and track geopolitical timelines — structured through AI-powered intelligence frameworks.
- Region Mapping — Identify key actors, alliances, and territorial flashpoints in any region
- Conflict Scanner — Detect active disputes, escalation triggers, and historical conflict patterns
- Power Dynamics — Analyse hard power, soft power, and economic leverage between states
- Risk Matrix — Score geopolitical risk by region, sector, and time horizon
- Personal Dashboard — Save analyses and build your intelligence archive (Google sign-in)
Epistemic Resilience Trainer
Stress-test beliefs against cognitive bias patterns. Based on the Antifragile Epistemic Cultivation methodology from the published article.
Narrative Canon Auditor
Structural fiction analysis for long-form writers. Stress-test plot logic, track reader sympathy, detect continuity gaps and manage reveal architecture.
Market Signal Scanner
Shariah-compliant equity screening for Bursa Malaysia and US markets. ROIC, FCF yield, Net Debt/EBITDA filters with an AI synthesis and valuation layer.
Crafted, Not Generated
Every tool is built from a real framework tested in practice — not prompt templates or boilerplate scaffolding.
Non-Commercial
When available, the tools are free to access. No subscriptions, no paywalls. Knowledge as a public instrument of precision.
Human-AI Symbiosis
AI augments thinking — it does not replace it. Every tool creates cognitive friction, not remove it.
Precision-First
Accuracy and epistemic hygiene are built into every feature. No hallucination normalisation. No overconfident outputs.
Have an idea for a tool?
A research framework, analytical methodology, or philosophical system that deserves an AI interface — share it. Every serious idea gets considered.