All our articles about decision-making

The Human-AI Decision Room

· 5 min read

Valerie Won Lee — The Human-AI Decision Room

AI in the decision room is neither a member nor a tool — it's a new kind of participant that modulates the seven forces. Where to put it, what to ask of it, and where it actively suppresses the Challenger.

The Seven Forces of Decision-Making

· 4 min read

Valerie Won Lee — The Seven Forces of Decision-Making

Every group decision activates the same seven forces — Driver, Challenger, Integrator, Executor, Systems Thinker, Constraint Holder, Boundary Breaker. They are not roles. They are not personalities. Once you can see them, the room becomes legible.

Why Smart People Make Terrible Decisions

· 5 min read

Valerie Won Lee — Why Smart People Make Terrible Decisions

It isn't intelligence that fails. It's the force imbalance the room produces when one of the seven forces — usually the Challenger — gets quietly suppressed. The pattern has a name: the Blind Spot Cascade.