#AI verification

AI Hardware

Multi-Agent Verification: How It Stops AI's Silent Error Snowballs

Your AI agent nails the demo, then implodes in production with wrong answers that look right. Multi-agent verification catches those hidden mistakes early, reshaping how we build trustworthy AI.

AI Hardware

AGI Economy: When Humans Verify Machine Mayhem

Imagine machines churning out wealth while you just watch. A new paper sketches the AGI economy where verification becomes our scarcest skill—and biggest vulnerability.