Autonomous Decision Making
Medium
- Category
- Excessive Agency
- Confidence
- 75% confidence
- Finding
Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
- Content
md 1. **Sizing by number of people alone without accounting for peak simultaneous demand** — A tank sized for "a family of four" based on a generic rule may still run cold if two showers run simultaneously and the recovery rate is slow. First-Hour Rating (FHR) against the household's actual peak-hour demand is the correct sizing method, not headcount alone. 2. **Choosing an instant electric water heater without checking circuit capacity** — A whole-house instant electric heater requires 6–11 kW of continuous power (equivalent to running 6–11 electric kettles simultaneously). Many homes — particularly older properties or those in developing markets with limited electrical infrastructure — do not have circuits rated for this. Installing such a unit on an under-rated circuit is a fire risk. 3. **Buying a heat pump water heater for a small, cold, or sealed utility space** — HPWHs work by extracting heat from surrounding air. They require a minimum ambient temperature of about 10°C to operate efficiently and a surrounding air volume of at least 28 m³ (1,000 ft³). In a small sealed cupboard or a cold unheated space in a northern climate in winter, efficiency drops sharply or the unit switches to inefficient backup resistance heating.
