Blog
Thinking about autonomous AI systems, infrastructure architecture, and what it actually takes to deploy capable AI at scale.
AI safety gets discussed at the model level. Agent governance is a different problem, one that almost nobody is building for, and that every team deploying AI at scale will eventually need.
Running a single powerful model on a complex task is an architectural mistake. The systems that will matter are built to exploit parallel decomposition, not work around its absence.
Most organizations deploying AI are optimizing the wrong layer. The frontier isn't the model, it's what surrounds it.
