One brand. Two scores. One coupling.

The entity engine's SEEN score seeds the agent engine's ACT prior — one formula, live on the bureau. Two computations, bound by one coupling. Nothing below is invented.

SuilaAI bureau · SEEN → ACT coupling · 2026-07-12
SuilaAI · SEEN → ACT coupling
Live compute replay
bureau.suilaai.com/v1/coupling
Act 1 · SEEN — the entity engine scores two brands
@meridian — an established brand, deep signal history across provenance, lineage, and semantic coherence.
⚙ score_entity(@meridian)26 signals → 4 pillars → SEEN
780
SEEN · Tier A
Semantic 0.35 · Provenance 0.25 · Lineage 0.20 · Temporal 0.20
SEEN
@northglen — a thin-file brand: newer, fewer signed signals, shorter provenance history.
⚙ score_entity(@northglen)26 signals → 4 pillars → SEEN
520
SEEN · Tier C
same 26-signal engine, thinner evidence
SEEN
Two brands. One entity engine. Two different histories — captured as one number each.
Act 2 · The coupling — SEEN seeds the ACT prior
The coupling
operator_trust = clamp((SEEN − 300) / 550, 0, 1)
SEEN ≡ entity_TrustRank, from Act 1
@meridian → operator_trust(780 − 300) / 550 = 0.87
@northglen → operator_trust(520 − 300) / 550 = 0.40
The agent's anchor prior
a₀ = 1 + κ · binding · operator_trust · γ^depth
Each brand deploys a fresh agent — agent://meridian/checkout and agent://northglen/checkout. Zero transactions. Only provenance.
The SEEN score is resolved server-side from the signed entity engine over an authenticated write path — never self-asserted by the agent being scored.
agent://meridian/checkout
646
provisional: true
raw ACT prior · from @meridian's SEEN 780
vs
agent://northglen/checkout
425
provisional: true
raw ACT prior · from @northglen's SEEN 520
221-point provenance lift — before a single signed outcome. That's the coupling, not a coincidence.
Both priors are flagged provisional — a seed, not a reputation. Both agents stay stakes-ceiling-gated (the ceiling is evidence-only); a high SEEN score buys no autonomy, and the prior clears only once the agent demonstrates a range through signed outcomes.
Act 3 · Earn it — outcomes wash out the prior
agent://northglen/checkoutsigned outcomes accrue · success × N
As real transactions settle, @northglen's agent's own evidence outweighs the provenance term — the prior's share of the posterior shrinks with every signed outcome. The provisional flag clears once the agent has demonstrated a range: the seed becomes an earned score.
@meridian's agent's SEEN-780 head start still doesn't buy autonomy at stakes it hasn't proven — the stakes ceiling gates both, regardless of provenance.
One identity graph, one 300–850 scale, one coupling — provenance seeds the prior, outcomes earn the score.
SuilaAI TrustRank · the credit bureau of the agentic economy SEEN → ACT coupling · scripted replay · 2026-07-12