Repeat
Run the complete mission across units, operators, dates and representative conditions.
Scope boundary · 20
A demonstration is not deployment
Require sustained task value, reproducible manufacture, maintenance, failure recovery, containment, user workflow and whole-system economics beyond a successful prototype sequence.
Evidence statusResearch-frontier evidence framework · stage, material, control and retrieval validation requiredLast reviewed: 16 August 2026
20
FUURAA thesis
Frontier robotics crosses into deployment through boring evidence: repeatability, ownership and recovery.
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.
Operate
Measure setup, supervision, maintenance, consumables, downtime and change control.
Recover
Demonstrate safe stop, retrieval, repair, restart and evidence preservation.
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
How many complete missions ran without hidden intervention?
- 02
Can different units reproduce the result?
- 03
Who maintains the external control and observation system?
- 04
What is the safe recovery plan for every foreseeable failure?
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
Multi-unit, multi-condition mission record
- 02
Evidence package 2
Operations, intervention and whole-system cost model
- 03
Evidence package 3
Failure-recovery and change-control evidence
Scope boundary
State what this evidence still cannot be generalised to.
- 01
A peer-reviewed prototype, record metric or striking video does not establish commercial availability, certified safety or routine operational value.
- 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 · Published 2024-06 · verified 2026-08-16
↗02Research Opportunities for Advancing Measurement Science for Manufacturing Robotics
Identifies soft-robotics measurement needs across actuation, sensor integration, control, power, fabrication and materials, and calls for comparison with rigid and other alternatives.
Harvard SEAS · Published 2014-08-14 · verified 2026-08-16
↗03A self-organizing thousand-robot swarm
Shows that a large physical swarm can self-organise from local interactions and that real hardware exposes variability and failure modes hidden by simulation.
Tsinghua University · Published 2026-01-29 · verified 2026-08-16
↗Bio-inspired soft robots for amphibious and pipe inspection
Reports an amphibious turtle robot with multimodal terrain adaptation and a modular worm-like soft pipe robot tested across defined loads, diameters, slopes and gaps.