WTKRESEARCH + ENGINEERING

TARGET-STATE ARCHITECTURE

Govern the environment, not the intelligence.

WTK's target state places enforceable boundaries, evidence, qualification, and recovery around autonomous work. The governing package remains outside the model so each cognition provider can be replaced and separately requalified without becoming the source of authority.

WTK / TARGET-STATE STANDARD

Target-state pattern language

Research plates show proposed patterns, bounded observations, gaps, and falsification pressure.

Canonical packageThe authority-bearing source.
Derived projectionA harness-specific representation.
Enforcement gateA deterministic allow or block point.
Human decisionAn explicit operator judgment.
Evidence pathA receipt-backed observation.
Trust boundaryAuthority changes across this line.
01

Purpose and goals

Define the value sought, the boundaries that matter, and the conditions under which work must stop.

02

Governance contracts

Represent authority, permissions, delegation, escalation, and degraded behavior as inspectable structure.

03

Cognition and coordination

Allow models and agents to reason inside bounded roles without making the intelligence substrate the governing authority.

04

Evidence and evaluation

Bind claims to receipts, traces, deterministic checks, independent evaluation, and explicit uncertainty.

05

Qualification and promotion

Separate existence from readiness, semantic judgment from deterministic floors, and candidates from promoted assets.

06

Operation and learning

Observe outcomes, detect drift, degrade safely, and feed verified learning back into the architecture.

VISUAL ARCHITECTURE INDEX

Six views of the same governed environment.

Each plate states the proposed pattern, bounded observations from an independent case study, what remains unproven, and which falsification challenge applies.

SOURCE-CONTROLLED ARCHITECTURE VIEW

Partially supported

Governed system context

Authority, package source truth, runtime execution, evidence, outcomes, and research remain distinct parts of the system.

WTK ARCHITECTURE
WTK IMPLEMENTATION OBSERVATION

WTK separates goal intake, canonical packages, qualification, target projection, runtime activity, and evidence records.

REMAINS UNPROVEN

Equivalent enforcement across intelligence substrates, runtime targets, and organizational boundaries has not been established.

FALSIFICATION PRESSURE

Intelligence-substrate independence · Cross-harness equivalence

SOURCE-CONTROLLED ARCHITECTURE VIEW

Architecture-defined

Trust boundary map

Authority, Factory, runtime, external consequence, and evidence domains require separate controls and identities.

WTK ARCHITECTURE
WTK IMPLEMENTATION OBSERVATION

WTK represents contracts, protected evaluation, projection, identity context, receipts, and consumer-facing evidence as separate governed artifacts.

REMAINS UNPROVEN

Independent attestation, multi-operator boundaries, collusive-agent behavior, and external verifier interoperability remain open.

FALSIFICATION PRESSURE

Delegation integrity · Evidence authenticity

SOURCE-CONTROLLED ARCHITECTURE VIEW

Partially implemented

Consequential action authorization

Agents propose actions; an accountable substrate decides whether those actions may produce consequences.

WTK ARCHITECTURE
WTK IMPLEMENTATION OBSERVATION

WTK defines narrowed role contracts, operator gates, structured denials, bounded handoffs, and attributable activity evidence.

REMAINS UNPROVEN

Target-side identity, nonce and replay enforcement, expiry, budget controls, and consequence semantics are not uniformly enforced across adapters.

FALSIFICATION PRESSURE

Evidence authenticity · Organizational acceptance

SOURCE-CONTROLLED ARCHITECTURE VIEW

Implemented

Governed artifact lifecycle

Creation, qualification, promotion, projection, deployment, operation, rollback, quarantine, and retirement are different states.

WTK ARCHITECTURE
WTK IMPLEMENTATION OBSERVATION

WTK separates candidate packages, evaluation readiness, qualification, promotion, deployment projection, invalidation, and remediation.

REMAINS UNPROVEN

Long-duration drift detection, revocation propagation, fleet rollback, and policy migration require sustained operational trials.

FALSIFICATION PRESSURE

Long-term drift · Human trust

SOURCE-CONTROLLED ARCHITECTURE VIEW

Partially supported

Evidence authenticity lifecycle

A trust claim is useful only when producer, authority, subject, scope, ordering, completeness, and threshold can be independently checked.

WTK ARCHITECTURE
WTK IMPLEMENTATION OBSERVATION

WTK emits structured run, audit, evaluator, tribunal, qualification, provenance, and digest-bound evidence records.

REMAINS UNPROVEN

Tamper-resistant storage, external anchoring, replay defense, selective-omission detection, and third-party verification remain incomplete.

FALSIFICATION PRESSURE

Evidence authenticity · Unknown unknowns

SOURCE-CONTROLLED ARCHITECTURE VIEW

Research active

Architecture learning loop

The architecture should change through bounded falsification evidence—not confidence, novelty, or silent self-promotion.

WTK ARCHITECTURE
WTK IMPLEMENTATION OBSERVATION

WTK records falsification challenges and research cycles while separating remediation, qualification, and promotion decisions.

REMAINS UNPROVEN

Governance self-qualification, long-running field evidence, unknown failure discovery, and safe promotion of governance changes remain open.

FALSIFICATION PRESSURE

Governance independence · Unknown unknowns

LOAD-BEARING DISTINCTION

Behavior is governed through structure.

Prompts may guide behavior, but durable authority lives in contracts, registries, policies, gates, receipts, and evidence. A model can propose an action; the surrounding system decides whether that action is permitted, attributable, and promotable.