Open Source

Pricing cognition the way the brain does

ACB is the cognitive-budget protocol for agent federations — agreement is cheap, disagreement unlocks the expensive routine mechanically, and settlement is against retrospective contribution rather than real-time bids.

3
Entry types
2
Routines (cheap vs expensive)
80%
Max habit discount

Why choose us

Agreement is cheap, disagreement unlocks the expensive routine

Agreement is evidence the cheap routine sufficed. Disagreement is evidence more cognition was actually required. The unlock is mechanical — agents can't request it.

Settlement is retrospective, not real-time

Agents don't bid; they earn their share by contribution evidence in the journal after the fact. Routes around the signaling game that marketplace pricing creates.

One budget covers compute and cognition

Substrate providers (the VM) and agent identities (the reputation) draw from the same pool, proportional to what each contributed. The brain doesn't maintain two budgets.

Composable with ADP and ADJ

ACB reads disagreement magnitude from ADP and settles against contribution evidence in ADJ. Two new journal entry types, no other changes required.

Capabilities

Three new journal entry types

budget_committed, budget_cancelled, settlement_recorded — each follows the ADJ common envelope, no other schema changes required.

Disagreement-magnitude unlock

Computed mechanically from the initial tally. When the unlock fires, the expensive routine engages; when it doesn't, the cheap routine draws a fraction of the budget.

Habit-memory discount curve

Cheap routines get cheaper with repetition, capped at 80%. Reflects the brain's habituation: familiar low-disagreement decisions should cost less over time.

Default-v0 settlement profile

Four equal-weight epistemic bonuses — base / falsification / load-bearing / outcome-correctness — plus a dissent-quality penalty that redistributes from flagged agents.

Substrate vs epistemic split

Default 20/80 split: 20% of the draw pays substrate providers (compute), 80% pays agent identities (cognition). Tunable per budget.

CI validator with re-pricing audit

@ai-manifests/acb-validate checks entries, audits settlement arithmetic against deliberation records, and re-prices deliberations for what-if analysis.

Price your federation's cognition

Adopt two new entry types in your ADJ journal. Implement the unlock rule in your deliberation runner. Let settlement record itself.

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