Research notes, product news and practical guidance on AI safety, governance and compliance for financial services.
A 5,389-prompt adversarial benchmark across seven attack categories — built so banks can prove, not assume, that their AI is production-safe.
A guardrail that blocks real customers is worse than no guardrail. Here's the math behind production-safe FPR.
Read more →What high-risk classification means for banks, and the eight controls to put in place before enforcement.
Read more →How a 184M-parameter classifier beats billion-parameter guards on financial adversarial prompts.
Read more →Embedding policy checks directly into CI/CD so compliance never blocks a release.
Coming soonWhy agent-to-agent interactions demand network-level oversight, not just model checks.
Coming soonA practical crosswalk from regulatory text to enforceable governance policy.
Coming soonOccasional notes on AI safety, benchmarks and BFSI governance — no spam.