If you remember nothing else
Three Takeaways
On Taxonomy
Agency is a spectrum, not a switch — and most enterprise value lives at L2 and L3.
Stop debating whether something is “a real agent.” Place it on the spectrum. The placement determines the controls, the management cadence, and the risk.
On Trust Architecture
Trust is structural, not behavioral — design the system so any model produces only acceptable outcomes.
Blast-radius zones, three-phase validation, four-level kill switches, and a chosen hand-off posture. These are the controls. The model is the variable inside the controls.
On Management
Name the human accountable before the agent acts — and measure outcomes, not effort.
Agent owner, evaluator, red-teamer. The eight KPIs. A 90-day diagnostic with one production workflow. The boring discipline that makes the exciting capability safe to scale.
The closing thought: the autonomous enterprise will not be built by the companies with the most impressive demos. It will be built by the companies with the most boring controls — the ones that knew what they were delegating, to whom, with what authority, and how to take it back.