Start state
Fix object, robot, site and authority conditions.
Reading method · 03
Measure the complete chain from request and approach through manipulation, verification, handoff and return.
FUURAA thesis
Engineering map
Each layer states the boundary to establish and the evidence needed for the next decision.
Fix object, robot, site and authority conditions.
Record every transition, retry and branch.
Verify outcome, damage, time and final safe state.
Verification questions
Each question needs an object, conditions, denominator, threshold and accountable decision owner.
What exactly starts and ends the task?
Which steps can be skipped or retried?
Where is human help allowed?
How are partial completions counted?
Evidence to preserve
A conclusion alone loses reviewability; raw records, configuration and exclusions matter too.
Executable task protocol
Transition and exception log
Outcome verification record
Scope boundary
A benchmark component score cannot be multiplied into an unmeasured end-to-end reliability claim.
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
Source dates and review status remain visible; external sources open in a new tab.
Develops repeatable measures for mobility, manipulation, sensing, endurance, communications, operator proficiency, logistics and safety.
Builds metrics and test methods for dexterity, control and contact safety rather than treating a demonstration as measurement.