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Scenario analysis

Explore conditional paths without pretending they are predictions.

Scenario analysis asks what could follow if stated conditions hold. Its value comes from exposing assumptions, mechanisms, implications, and reasons the scenario may no longer apply.

Current scope: this is a public, stateless frontier-model beta with enforced usage limits. Governed current-source retrieval is not connected yet.

A scenario is conditional

A scenario is an organized “if, then” path. It does not promise that an event will happen. Instead, it makes a possible chain of effects available for inspection: if these conditions hold, these mechanisms could lead to these implications.

The anatomy of an inspectable scenario

  • Starting conditions: the facts or stated observations the scenario begins with.
  • Assumptions: the conditions treated as true for purposes of the exercise.
  • Mechanism: the proposed connection between a starting condition and a possible effect.
  • Implications: what may follow if the mechanism operates as described.
  • Invalidation conditions: evidence or changes that would weaken or end the scenario.

Compare paths instead of choosing a guaranteed outcome

A stronger analysis can compare a base case with alternatives, identify which assumptions differ, and explain what evidence would help distinguish them. The goal is not false certainty; it is a clearer view of what would have to be true for each path to remain plausible.

What the beta contributes

Ask Cougar generates scenario analysis from the active conversation. It does not monitor changing conditions, verify current events, calculate authoritative probabilities, make decisions, or carry out an action. Treat each scenario as model analysis until governed sources are connected and cited.