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Status: pre-launch. This page describes target design; this document does not establish a deployed service.

The Pipeline — IS / COULD / SHOULD / ACT

This page describes the constitutional architecture of the organism.

For present-tense maturity, keep three surfaces separate:

  • code-only health in a private P-scores register
  • runtime/public claim boundary in a private runtime-truth document
  • bounded local proof in dated organ receipts

Constitutional Separation of Cognitive Functions​

This pipeline is the organism's central nervous system. Separate organs, separate cognitive functions, zero overlap. Each organ performs exactly one function. This is not a design preference; it is a constitutional invariant. Merge two functions and you get corruption.

StageOrganFunctionInputOutput
ISCircleObserve with sourcesAttributed inputsObservations, disagreements and unknowns
COULDRealityFuturesForecast with uncertaintyRequired sources and assumptionsForecasts/scenarios; markets where applicable
SHOULDAgentzRecommend without authorityRequired evidence and contextUnsigned proposals
ACTAuthorized deterministic railApply exact authorizationBound applicable mandateExecution receipt, not independent outcome proof

Why Separation Is Mandatory​

When the observer also decides, perception warps to justify the decision. When the predictor also executes, the prediction becomes manipulation. When the decider also observes, confirmation bias becomes structural.

The pipeline prevents this by making each transition an explicit, typed, auditable interface.

The Fractal Pattern​

This pattern repeats at multiple scales:

ScaleISCOULDSHOULDACT
Global organismCircleRealityFuturesAgentzExact-bound execution rail
Within a trademarket dataprobability updaterisk/recommendationexecution
Within a nodereceiveinferroute choiceforward

Same four stages. Same separation principle. Different substrates.

Current Evidence Note (2026-04-19)​

  • TheCircle has real local F1 receipts from public RSS sources and canonical packet emission
  • APU has one bounded local proof from canonical packet intake to Skyzai F4 acceptance
  • Skyzai's F4 bridge self-boots locally and returns stored decision memory
  • RealityFutures remains stronger in code/test than in live outward market proof

So the pipeline is no longer only a design thesis in code, but it is still not uniformly live across all organs in public/runtime space.

The Four Interfaces​

Each organ-to-organ boundary is a formal API contract:

  • F1 — TheCircle emits structured observation packets
  • F2 — RealityFutures emits priced uncertainty
  • F3 — Agentz emits unsigned proposals. For public-DAV consequences, F4 requires a complete exact-bound PRISM decision receipt from the signer(s) required by applicable law, the entity's governing instrument, or a valid competent mandate. Private Natural-Person acts and Legal-Person acts retain their own applicable external authority and required signatories.
  • F4 — Skyzai returns execution consequence as new observation material

The loop closes. Every execution consequence is supposed to become new observation material for the organism.

What This Means in Practice​

A signal for a public-DAV consequence can move from:

observation -> priced possibility -> unsigned proposal -> bound PRISM decision receipt from the signer(s) required by applicable law, the entity's governing instrument, or a valid competent mandate -> deterministic execution

In current truth, parts of that loop are locally proven while the strongest live outward settlement and broadcast claims remain narrower.

One-Line Truth​

The pipeline is real as a constitutional and increasingly executable pattern, but public/runtime proof still lags behind the full architectural picture.


Historical predecessor wording — retained on 2026-09-27, not active rules

The displaced passages are preserved verbatim for lineage. This retention date is not their original authorship date.

Predecessor passage 1​

| IS | TheCircle | Observe | Raw world state | Verified facts | | COULD | RealityFutures | Price | Verified facts | Probability distributions | | SHOULD | APU | Recommend | Probabilities + context | Ranked recommendations | | ACT | Skyzai | Execute deterministically | Unsigned F3 proposal + bound PRISM decision receipt | Receipts + state change |

Predecessor passage 2​

| Global organism | TheCircle | RealityFutures | APU | Skyzai |

Predecessor passage 3​

  • F3 — APU emits unsigned proposals; F4 requires a separate, bound PRISM

Context: Overview.

Skyzai, close at hand.

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