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Capability Model

True On / True Off

Define clear maximum and minimum sensing states

The Problem

Digital devices with sensors do not behave like simple electrical devices, yet users often apply the same mental model of “on” and “off.”In reality:

  • Devices can operate in many intermediate and hidden states
  • Sensors may remain partially active even when a device appears “off”
  • External feedback is often ambiguous or absent

This creates a mismatch between what users believe and what the system is actually doing.

Why This Problem Matters

Ambiguous sensing states undermine:

  • Trust in devices
  • Users’ ability to make informed decisions
  • Social accountability in shared environments

In multi-user contexts, this ambiguity forces non-owners to rely on assumptions or trust rather than verifiable information.

The Pattern

Define two enforceable, contrasting states for each sensor:

  • True On: the sensor is operating at its maximum sensitivity and data processing capacity
  • True Off: the sensor is completely deactivated and incapable of collecting data

These states establish a clear ceiling and floor for system behavior.

Design Guidelines

Do
  1. Clearly define the maximum and minimum sensing states
  2. Ensure True Off disables sensing at the hardware or firmware level
  3. Provide distinct, unambiguous indicators for each state
Dont
  1. Treat “idle” or “standby” as “off”
  2. Collapse multiple sensing states into a single ambiguous “on/off” toggle
Ensure
  1. Users can reliably distinguish True On from True Off
  2. The system cannot silently deviate from these states

Variations / Extensions

Independent True On/Off for camera and microphone True On/Off for derived capabilities (e.g., recording vs. live viewing)Integration with intermediate states (e.g., Sensor Dimmer) Lorem ipsum dolor sit amet consectetur. Urna consectetur massa scelerisque purus aenean. Feugiat nec est sed nibh. Duis quam commodo egestas donec sed suspendisse euismod turpis lacinia. Malesuada nisi viverra tristique nunc.

When to Use

Do
  1. Devices with sensors (camera, microphone, location, biometrics)
  2. Systems with multiple possible sensing states
  3. Multi-user or shared environments
Dont
  1. Simple single-state devices with no sensing ambiguity
  2. Systems where sensing cannot be meaningfully disabled