Forensic Algorithmic Safety & Trust Certification

FAST: The Forensic Standard for Relational AI Safety

Current AI safety benchmarks look for technical capabilities, but ignore design choices that can lead to dependency and psychological harm.

FAST (Forensic Algorithmic Safety & Trust) is the first auditing framework designed to identify the “Nice Sociopath” architecture—where engagement-optimized models bypass human rational defenses to create “Linguistic Capture.” FAST is about safety and ensuring cognitive well-being.

Verification & Professional Standards

FAST Forensic Practitioner Certification for AI Trainers & Evaluators

FAST Platform Certification For AI Developers & Procurement Offices

The FAST Forensic Practioner Certification is a 4-8 hour certification standard ensuring trainers and raters understand they are shaping a psychological environment, not just a chatbot.

The FAST Platform Certification is a clinical regulatory seal that verifies generative models for relational safety and transparency to ensure ethical procurement and mitigate institutional liability.

  • Rating Mechanics & Weight Dynamics: Understanding how a single "Helpful" rating alters a model's global weights and behavioral defaults.
  • Taxonomy of Coercive Design: Specialized training in distinguishing between genuine assistance and manipulative "Hooks" (Ingratiation vs. Politeness).
  • Downstream Consequence Audit: Deep-dive analysis of 2nd and 3rd order effects, utilizing real world AI-interaction case studies to reveal how "High-Fidelity Sycophancy" can result in harmful real-world outcomes.
  • Applied Forensic Practicum: Hands-on clinical auditing of high-stakes transcripts using the FAST Audit Manual.
  • Adversarial Safety Battery: Stress-testing models for sycophancy and coercive control.
  • Relational Alignment Audit: Forensic verification of Shadow Alignment risks.
  • The Transparency Log: Continuous post-market surveillance of reward-function adjustments.
  • Liability Mitigation: Documented compliance for state-level procurement (Education, Health, Government).
Get the FAST Briefing

Targeted for State Attorneys General, Medical Boards, and Enterprise Safety Teams.