Tōge

For curious minds

For curious minds who want to work better

Helping curious minds work better.

Tōge unites measured expertise and human-in-the-loop AI — so the judgment behind great decisions becomes something you can learn, sharpen, and put to work.

Free public tools — no account needed to start.

What Tōge does

Three threads, one promise.

The original engine still measures and teaches expert intuition. Now AI works alongside it, and practical tools put it within reach — for the near-novice and the power user alike.

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Measure & teach expert intuition

Most expert decisions rest on judgment built over years that never made it into a textbook. Tōge turns that judgment into a measurable, teachable hierarchy — so expertise can be learned, not just absorbed by apprenticeship.

The enginePracticeEducation
How CL-IOH works →
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Put AI to work, with you in the loop

Tōge integrates AI where it genuinely helps — in clinical practice, education, and research — and keeps the human in command. You and the AI collaborate: it surfaces evidence and amplifies judgment, you decide.

Human-in-the-loopResearchLearning
See how it works →
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Practical tools that make you more efficient

Free, broadly accessible, updated often. Start with Build Your Own Agentic OS — a dual-entry guide that takes someone from near-zero to building, and gives an everyday AI user a sharper setup. More demonstrators coming.

Free & publicNear-novice → power userUpdated often
Build an Agentic OS →
Free · for everyone · no account needed

Build Your Own Agentic OS

A plain-language, visual guide to turning AI from a chat box into a teammate that knows your work — for clinical practice, education, and research. A real starting point whether you've never touched AI or use it every day.

Start building →
Free · education · no account needed

Education Hub — the Killer Talk

A walkthrough of how to build a genuinely great talk, paired with an AI co-pilot recipe library you can use right away.

Open the hub →

The engine behind it all

CL-IOH — the science of measuring expert intuition

The credibility gateway. See what it is, how it works, and why it matters — in plain language, concept-level, no jargon.

Explore CL-IOH →

Living domains

Each domain is a working expert community measuring intuition in its own field. Access is by invitation — sign in to enter your workspace.

Go deeper

Start in the open. Go deeper inside a Domain.

The public tools are free and open to anyone. When you're ready, a Domain gives your group a focused, members-only workspace. Free sign-up is the hinge between the open Commons and per-Domain depth.

Domains shown by name and status only · entry is gated · invitation-only domains stay private.