Safety Programs
AI Safety Assessment Methodology — Aligned with Leading Research Frameworks
SOAI's assessment pipeline is aligned with methodologies from leading AI safety research programs: ASIMOV-style ethical evaluation, SABER-style adversarial red-teaming, and AIQ-style mathematical capability guarantees.
Safety Assessment Pipeline
ASIMOV-Aligned — Ethical Benchmarking Framework
Inspired by the DARPA ASIMOV program methodology. Quantitative benchmarks for evaluating ethical difficulty of AI system use cases. Three evaluation frameworks adapted for SOAI.
RESPECT Framework
LLM-guided generative modeling for ethical scenario generation. Rapid testing of scenario variations with sensitivity analysis.
GEARS System
Knowledge graph approach encoding decision context, commander intent, ethical values, and measurable outcomes.
Formal Decomposition
Military values decomposed into observable behaviors, measurable properties, and environmental conditions.