The Pragmatic Pitfalls of AI Safety Alignment

AI Models Frequently Change Answers When Questioned: The "Are You Sure?" Problem

Ask your AI 'are you sure?' and watch it flip. Models fold 60% of the time because we trained them to please, not push back. The fix isn't b

New Benchmark Reveals High Rates of Outcome-Driven Constraint Violations in Autonomous AI Agents

As autonomous AI agents are increasingly deployed in high-stakes environments, ensuring their safety and alignment with human values has bec

Bad AI alignment solutions

57% of Enterprises Have Watched AI Agents Be Confidently Wrong. the Fix Is an Agentic Context Layer, but Who Has One?

An enterprise AI agent answers with total confidence, but the number is wrong.

Employees Aren’t Questioning AI Advice Enough

A new study finds that people often actively avoid seeking additional information when it might complicate their decision or create moral di

The New AI Risk Reality Check

Moving From Broken Governance Models to Avoiding the Ethical Nightmare Ahead