Decision Principles / Version 0.1

The source code for our judgment.

These principles govern how Sparker.ai evaluates uncertainty, limits investment, ends work, and turns decisions into reusable assets.

Information is cheap. Judgment is scarce.

Decisions are products.

Every investment needs failure criteria.

New technology begins as a Bet.

Evidence determines promotion.

Ending work is a product skill.

Captured learning compounds.

Platforms emerge from repeated need.

Version history

Opinions should change visibly.

Major revisions preserve the prior document and state what evidence changed the system.

The canonical principles behind how Sparker.ai evaluates uncertainty, runs experiments, ends work, and turns decisions into reusable assets.