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AI Resolution Infrastructure for GenLayer

Real-world questions resolved into verifiable state.

GenLayer Resolution turns ambiguous claims into evidence-bound verdicts using independent AI validators, transparent consensus, replayable audit trails, and registry-ready payloads for intelligent contracts.

EvidenceValidatorsConsensusRegistry
Illustrative ResolutionResolution complete
Question

Was the GenLayer project boilerplate created by GenLayer Labs?

Case createdEvidence fetchedEvidence normalizedValidators evaluatingConsensus increasingRegistry payload readyAudit recorded
EvidenceValidatorsConsensusRegistryReplay
Agreement82%

Why it exists

AI alone is not a decision layer.

Single AI answerOpaqueNo replayProvider trust
Resolution layerEvidence-boundFull auditGenLayer-ready

Resolution pipeline

A verdict is built, not asserted.

The interface follows the trust chain in order. The visitor sees the same sequence an operator audits: question, evidence, validation, consensus, registry, replay.

01

Question

A claim enters the system.

A resolution case defines the question, policy, evidence inputs, and expected verdict shape.

accepted
02

Evidence

Sources are collected and scored.

Every URL is fetched, normalized, hashed, and recorded with failures visible instead of hidden.

verified
03

Validation

Independent validators reason from evidence.

Validators use configured models and roles. Each vote, rationale, risk flag, and timeout is preserved.

verified
04

Consensus

The policy determines the outcome.

Agreement, confidence, participation, and threshold checks produce YES, NO, or UNRESOLVED.

verified
05

Registry

The verdict becomes structured state.

Evidence and consensus hashes are prepared for the GenLayer registry as a compact payload.

payload ready
06

Replay

Every step remains auditable.

Operators can replay the case lifecycle, inspect raw events, and verify the trust chain.

verified

Evidence first

Trust starts with sources the system actually touched.

Evidence PacketLOCKEDpkt_0xe3b0
Official DocumentationGenLayer · Docs
LOCKED
SourceNormalizeVerifyPacketLocked
OfficialCredibility 94184 ms0xe3b0c4

canonical documentation source

Repository READMEGitHub · Repository
SCORED
SourceNormalizeVerifyPacketLocked
RepositoryRelevance 91221 ms0xa7ffc6

accessible repository source

Project SpecificationGitHub · Specification
VERIFIED
SourceNormalizeVerifyPacketLocked
Project-ownedTrust high309 ms0xf1d2a9

project-owned repository source

NormalizeVerifyPacketLocked

Failed sources stay visible. Blocked URLs, 403 responses, timeouts, and low-relevance evidence become part of the record because unresolved outcomes are safer than fabricated certainty.

Validator mesh

Independent workers reason before agreement exists.

Validators evaluate independently with role-specific models. Each worker publishes a vote, confidence, risk flags, reasoning, and latency before the system calculates consensus.

Evidence Packetpkt_0xe3b0
01Official SourceQwen · 6.4 sYES91%processed
02SkepticDeepSeek · 7.1 sYES84%processed
03TimelineGPT · 5.9 sYES88%processed
04Evidence QualityClaude · 8.0 sYES93%processed
05Contract ResolverGemini · 6.8 sUNRESOLVED62%reviewed with risk

Consensus engine

Agreement emerges from the published votes.

Consensus is calculated from votes, participation, confidence, validator weight, disagreement, and the active policy threshold. Metrics explain the outcome, but the agreement network is primary.

82%agreement
Participation 100%Policy threshold 67%Decision YESDissent 1 validator
Consensus Core82%Policy threshold reached
YES4 validatorsNO0 validatorsUNRESOLVED1 dissent
82% AgreementConfidence stabilizes through majority validator weight
Policy reachedYES becomes the resolved decision

GenLayer registry

The outcome becomes something contracts can use.

The final verdict is prepared as structured registry state: case ID, policy version, evidence hash, consensus hash, confidence, and audit reference.

01PayloadCase state
02SerializationCanonical shape
03HashContent address
04SealVerified seal
05RegistryContract anchor
06ImmutableLocked state
Consensus hash0x9f41c2e7b6a30d...e84f
Case IDEvidence HashConsensus HashAudit Reference
QuestionEvidenceValidatorsConsensusRegistryReplay

Replay audit

Every answer has a path back to its inputs.

CaseOperatorPolicy acceptedrpl_01a
EvidenceEvidence1 verified, 0 failedrpl_02c
ValidatorsValidatorOfficial Source voted YES at 91%rpl_03f
ConsensusConsensusAgreement 82%, participation 100%rpl_04d
RegistryRegistryPayload hash preparedrpl_05e
ReplayAuditDecision path reconstructablerpl_06b
Console ReadyRuntimeOperator can inspect caserpl_07c

Enter the operating system

Launch the console when you are ready to resolve a case.

The console opens the operational system: create a question, preview evidence, run validators, inspect consensus, and prepare the registry payload.

Launch ConsoleCross into operations