The
framework

Tools and standards for failure-first evaluation

Components

Benchmark Card

What the benchmark measures, its scope, limitations, and intended use.

Dataset Documentation

Data provenance, format specifications, and responsible use guidelines.

Test Harness Specification

How to evaluate embodied AI systems using the failure-first framework.

Draft Safety Standard

Proposed safety evaluation standard for embodied AI deployment.