03 / Network
A distributed network of expert evaluators.
Neuron connects human experts to the teams building robot models. Not a robot. Not a single dataset. The evaluation layer in between.
NETWORK / NODES
EXPERTISE TIERS
Structured tiers put real safety expertise in the loop for safety-critical calls, not anonymous crowd labels.
- TIER 1general review
- TIER 2trade-qualified
- TIER 3safety-critical
VERIFICATION
Verification mechanisms catch low-effort annotators, so the graded signal stays high quality.
- · cross-evaluator agreement
- · seeded gold-standard items
- · stake-backed grading (see $NEURON)
- · slashing for bad-faith calls
CREDIBILITY
Crowd-sourced double-blind human evaluation ranks generalist robot policies more accurately than centralized benchmarks (RoboArena, CoRL 2025).