Blog
AI Makes Costly Mistakes — That's Not a Bug, It's Why HITL Exists
From a startup's wiped production database to a 90% insurance denial error rate, AI's most expensive failures share a common thread — no human was in the loop.
The Fed Just Put a Number on AI's Impact on Programmer Jobs: 500,000 Missing Roles
A new Federal Reserve working paper is the first institutional-level analysis to tie ChatGPT's rise to a measurable 50% drop in U.S. programmer job growth — and the methodology makes it hard to dismiss.
The Three Pillars of AI Governance — Inventory, Checkpoints, and Standards Alignment
A practical breakdown of the three core pillars every enterprise AI governance program needs: knowing what you have, controlling how it ships, and proving you meet the bar.
What HR Tech Must Document Before Deploying Candidate Screening AI
Organizations using AI to screen, rank, or match job candidates are now operating under EU AI Act High-Risk status — and the technical documentation required before market placement is more extensive than most teams expect.