Interactive tool
Assumption Decomposition Tool
Live · early version
Take a claim — an argument, or one of your own beliefs — and watch it come apart into the parts evidence can settle, the parts that come down to what you value, and the parts that are bets either way. It names what's really at stake, lays out both sides, and traces them down to the single hard question underneath.
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Interactive tool
Constrainability Classifier
In development
Takes any claim and places it on the constrainability gradient — from tightly constrained, where careful people converge, to loosely constrained, where thoughtful people genuinely diverge. It tells you what confidence the claim actually warrants, and names what would settle it, if anything — in short, what kind of question is this?
Interactive tool
AI Answer Auditor
In development
Takes any LLM response and flags the model's overconfidence, surfaces the assumptions hidden in the answer, catches where fact and value have been quietly collapsed into one confident voice, and returns a recalibrated rewrite — one that marks what's settled, what's contested, and what's a bet. It builds on the essay Knowledge Without Process and the navigation-versus-computation distinction — the most ambitious of the three, and the furthest out.