Control

Roman Yampolskiy sounds radical because he reverses the burden of proof: critics do not have to prove that superintelligence will become dangerous. The labs have to prove that they can control it.

What actually happens to your prompt before an AI system responds? The answer: a lot. And much of it remains intentionally opaque. This post presents scientifically documented control mechanisms by which transformer-based models like GPT are steered – layer by layer, from input to output. All techniques are documented, reproducible, and actively used in production systems.