Agents Get Permission Budgets

Give agents budgets for money, messages, files, tool calls, time, and irreversible actions. Uncertainty should contract the budget; verified progress may expand it; human review resets it. This is alignment expressed as accounting—a practical ceiling on damage when a capable system confidently misreads the assignment.