Canonical · Not-a
Not human-in-the-loop forever
Human-in-the-loop is the right first move and the wrong permanent architecture. Ubiquity treats human judgment as reusable structure: every approval, refusal, rollback, and outcome becomes evidence the system carries forward. The boundary moves with evidence, not with hope.
The shape of the change
HITL is a checkpoint. Compounding is a substrate. The substrate remembers the judgment, the conditions under which it was made, and the outcome that followed. The next session inherits answer instead of re-deriving it.
Demand ladder
L1 Pain→L2 Contrast→L3 Category→L4 Primitive→L5 Branded
Adjacent transitions
This is
- Human judgment moved to the seams where it is decisive.
- Compounding — each judgment carried forward so the same decision is not re-asked.
- An earned trust boundary that contracts when evidence weakens.
This is not
- A blanket removal of humans from oversight.
- An approval queue that grows with agent throughput.
- A rubber-stamp UI dressed as governance.
Frequently asked
- Do you remove humans from the loop?
- No. We move humans to the edge of earned trust, where judgment is decisive, and we carry their answer forward so the loop is not paid for twice.