Category: Risk Management
Hero Post
By Adesh Gairola
The $127M Algorithm: When Smart AI Goes Wrong
When AI appears to think but actually pattern-matches toward desired outcomes, you get sophisticated-looking failure. This fictional crisis demonstrates real research about AI limitations and how to build better systems.
Featured Posts
By Adesh Gairola
Shadow Coding: what, so what, now what?
Shadow coding—developers using unauthorized AI tools or code—is creating significant security and compliance risks. Organizations need balanced governance that enables innovation while maintaining security.
By Adesh Gairola
Claude 4 Risk Assessment - For enterprise deployment
Claude 4 models introduce novel enterprise considerations including high-agency behaviors, self-preservation instincts, and potential consciousness indicators that may require enhanced risk management depending on your deployment context.
By Adesh Gairola
How to use safety benchmarks to assess technical and business risk
We translate academic benchmarks into actionable risk signals through our proprietary AI governance pipeline, helping organizations implement regulatory-ready controls.