This week is about capture: who captures scarce compute, who captures agent activity, who captures productivity gains, and who captures the audit trail when autonomy becomes risky.

Placement: After Segment 2 Who delivers it: Layla The insight: "The simplest explanation for the week is that AI is forcing every institution to build a ledger around work that used to be invisible: compute used, agent actions taken, human seats avoided, risks accepted. If that’s right, the next month should bring more products that look like meters, logs, gates, and audit trails; if instead buyers reward pure model quality and ignore the control layer, then I’m over-connecting three separate adjustments."

Anthropic's 80X Shock, Agent Tollgates, Anthropic’s 80x quarter turns compute scarcity into a balance-sheet problem, Agent pricing and AI layoffs ask the same question: who captures the gain?, The jagged frontier makes governance valuable — but maybe not defensible