Reliability Resources
Whitepapers, case studies, compliance briefs, and operator guides — distilled from frontier-model audits across 7.5M+ adversarial turns.
Adversarial Methodology
Deep-dives into our 200+ turn forensic standards and how we surface latent failure modes in frontier models.
Model Disclosures
Detailed, anonymized reports from real-world audits, covering regression signatures and semantic drift vectors.
Compliance Mappings
Evidence-grade alignment guides for NIST AI RMF, the EU AI Act, and sovereign security frameworks.
LIBRARY
Browse the Library
Most resources are in finalization. Request early access through the contact page and we'll send drafts as they ship.
Katana Methodology: 200+ Turn Deep-Hop Stress Testing
How we design sustained adversarial sessions that surface failure modes invisible to short benchmarks.
GLBM-X™ Runtime Hardening Architecture
The wrapper architecture, latency budget, and 18-vector runtime hardening mechanics behind Katana deployments.
Grok-4 Audit: 247-Turn Forensic Walkthrough
Public preview of our April 2026 Grok-4 audit — methodology, key failures, and applied mitigations.
Buyer's Guide to LLM Reliability Testing
What to ask vendors, what evidence to demand, and how to evaluate adversarial coverage at procurement time.
EU AI Act Conformity — Potestas Coverage Map
How our deliverables map to high-risk AI obligations under Articles 9, 15, and 16 of the EU AI Act.
NIST AI RMF Alignment Brief
Map of Katana Auditor, GLBM-X™, and AI COP outputs to Govern / Map / Measure / Manage functions.
Audit Evidence Package Specification
Schema and field reference for every artifact in the Katana Evidence Package — for internal review pipelines.
AI COP Operator Handbook
How operators consume the monthly intelligence brief and act on Coordinator-prioritized risks.
Want Early Access?
Active engagements get pre-release drafts of every whitepaper, compliance brief, and operator guide before public publication.