Frequency
Count interventions by trigger and task phase.
Deployment evaluation · 15
Intervention burden
Measure remote assists, prompt changes, physical resets, recovery time and operator attention per productive hour.
Evidence statusEngineering evidence framework · task and site validation requiredLast reviewed: 14 August 2026
15
FUURAA thesis
Intervention is both reliability evidence and a direct input to staffing and economics.
Engineering map
Turn the title into engineering objects that can be observed, measured and reviewed.
Each layer states the boundary to establish and the evidence needed for the next decision.
Duration
Measure detection, response and recovery time.
Capacity
Test operator concurrency, workload and skill.
Verification questions
Write the questions first, then decide whether a demo, test, pilot or operating record can answer them.
Each question needs an object, conditions, denominator, threshold and accountable decision owner.
- 01
What counts as an intervention?
- 02
Are invisible prompt edits included?
- 03
Can support requests overlap?
- 04
What happens when no operator is available?
Evidence to preserve
Enable the next reader to reconstruct conditions, results, failures and the decision.
A conclusion alone loses reviewability; raw records, configuration and exclusions matter too.
- 01
Evidence package 1
Assistance event taxonomy
- 02
Evidence package 2
Productive-hour support metrics
- 03
Evidence package 3
Fleet staffing stress test
Scope boundary
State what this evidence still cannot be generalised to.
- 01
A headline autonomy percentage can hide event severity, duration and operator concurrency.
- 02
This is an engineering reading and decision framework; it does not replace application-specific risk assessment, conformity work, procurement acceptance or professional advice.
Sources and evidence status
Read standards scope, measurement evidence and application conclusions separately.
Source dates and review status remain visible; external sources open in a new tab.
01
NIST · Updated 2024-08-16 · verified 2026-08-14
↗02Standard test methods for response robots
Develops repeatable measures for mobility, manipulation, sensing, endurance, communications, operator proficiency, logistics and safety.
International Federation of Robotics · 2025-08-14
↗Humanoid Robots: Vision and Reality
Separates the general-purpose vision from current application opportunities, limitations and regional strategies.