Bounded autonomy

Added · Seed

Seeded from looking at different AI pattern libraries and sorting them out. It’s not quite ready yet because I haven’t had a chance to consider it closely.

The actor grants the system authority with explicit edges — how much it may spend, touch, or decide, and for how long — so delegation can start small and grow with demonstrated competence.

Forms

Recurring forms: autonomy levels per task (suggest / confirm / execute), budgets in time, actions, or money, per-capability rather than per-application grants, and thresholds that automatically demote autonomy when risk rises.

Each of these is stated as a clause, and past the simplest grant the actor is composing several of them at once — which makes the editing surface rule composition, with the same problem of reading back what the bounds will actually permit.

Consequences

  • granted authority now has explicit edges — scope, spend, time, risk class — so trust can be extended in increments instead of all at once
  • crossing a bound is a designed event rather than a failure: the work pauses and control returns to the actor for renewal, escalation, or takeback
  • the bounds only bind if the actor understood them at grant time; authority granted through an unread scope screen is consent in name only

Resources & references

Appears in

Governing autonomy

Related patterns

Precedes

  • Handoff — crossing a bound is a designed event rather than a failure: the work pauses and control returns to the actor for renewal, escalation, or takeback
  • Approval gate — crossing a bound is a designed event rather than a failure: the work pauses and control returns to the actor for renewal, escalation, or takeback

Serves

  • Delegation — bounded autonomy covers delegation's set-up station — the shape of the authority granted before the agent runs

Enacts

  • Agency — autonomy becomes something the actor meters out rather than switches on

Complements

  • Cost transparency — a budget only binds when spend is visible against it
  • Capability & scope — what the system can do versus what it may do on this occasion
  • Rule composition — scope, spend and time bounds are composed the same way — clauses on what the system may do, rather than on when it acts

Related to

  • Settings — where standing bounds tend to live between grants