A lot of the AI/ potential AGI conversation still assumes the main path forward is straightforward: increase model capability, expand context, improve memory, add tools, extend autonomy. All of that matters. But there is another layer that still feels …

A lot of AI discussion still treats intelligence as the core bottleneck. From a research perspective, that assumption is starting to break down. We already know how to produce systems that generate high-quality responses in isolation. The failure modes…