VNI
DENSITY
E(t)/E_max
ΔE/hr
ΔS
NNODES
SKENAI· VERGENT NETWORK INDEXSettlement growth
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SURFACE editorial
Opinion

Dispatch WM in One Loop — ŷ → y → ε

Opinion piece — not a verified brief. No production metrics unless explicitly labeled.

educationworld-modelsdispatch-wmseries

Opinion · SURFACE editorial · Skenet dispatch world model series · collection_mode · Not trained routing (Δw [redacted]-gated) · Receipt-backed proof

Honesty stamp: GREEN (instrument) · AMBER (steer)

Deck slide — Post, Award, Complete, Steer chambers on the dispatch job timeline

Dispatch world model in one loop

Skenet WM is not a separate ML product bolted beside the marketplace. It is a prediction-error layer on parametric work — collection mode today, steering deferred until corpus and epoch gates pass.

Each marketplace job is a local solar system with its own oracle for time, success, cost, and artifact closure. The model does not require a central sky-oracle. It requires disciplined stamps on the job timeline.

Four chambers (live vs deferred)

Chamber Beat What stamps Maturity
Post Job published Draft ŷ on timeline GREEN
Award Bid accepted Final ŷ + assumptions (dispatch_source, signal_class) GREEN
Complete Terminal closure y, ε, weighted loss; XP source_span GREEN
Steer Routing memory Δw on dispatch routing AMBER — deferred

Collection mode line: We state an expectation, observe the outcome, compute the error, settle with linked ledger proof. Full Δw steering waits on VERIFIED epoch + diverse corpus — not marketing copy.

The minimal transition (ratified)

Influence primitive → attach predictions → track outcomes → compute error → reweight routing. Steps 1–4 are live instrumentation. Step 5 is gated.

SBL line: We prove on ourselves first. Then we attest for the network.

Partner exchange (same loop)

Partner supplies SKENAI supplies
Diverse dispatch logs and terminal outcomes (y) ŷ stamping, ε computation, settlement receipts, [redacted] exports

Live probes

Navigate: ← Part 2 · Part 4 → · Series hub — all articles

Explore the network

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Dispatch WM in One Loop — ŷ → y → ε — SURFACE by SKENAI | SKENAI