The workshop

Tools

Practical tools that put the Think Less Wrong philosophy into use. Each one targets a specific failure mode in how decisions get made under pressure.

Tool 01
Prototype

Assumption Stress Tester

Problem it solves

Plans collapse when one load-bearing belief turns out to be wrong. This tool surfaces the assumptions a decision depends on and stress-tests each one before you commit.

Tool 02
In progress

AI Output Skeptic Layer

Problem it solves

Fluent model output is accepted faster than it should be. This layer grades AI responses for evidence, completeness, and unstated assumptions before they influence a decision.

Tool 03
Concept

RetroAdapt

Problem it solves

Most retrospectives produce action items but not better decisions. RetroAdapt converts messy team feedback into structured, testable changes with clear success conditions.

Tool 04
Concept

Decision Error Detector

Problem it solves

Weak reasoning, missing evidence, and overconfidence rarely announce themselves. This tool scans a decision write-up for the patterns that predict bad calls.