Build a Confidence-Aware Decision Trigger
Construct a decision trigger that uses value, freshness, corroboration, and consequence before acting.
A greenhouse vent opens from a single humidity reading above 90 percent. The reading was fresh but contaminated by sensor cleaning, and the rule had no device-state or corroboration logic. Decision triggers should combine threshold, freshness, device state, corroboration, and consequence The common trap is threshold worship: treating one number crossing one line as enough evidence for any action. That works for dashboards, but physical actuation can damage equipment, products, or people when the observation is stale, biased, or uncorroborated. 1. State the consequence Opening vents changes temperature and humidity for seedlings, so the action has physical risk. Consequence decides…
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