AVRAI visual loopQETSHGCNNActualizer

phrase to suggestion loop using custom NN/math

Type a generic onboarding response and watch it move from bounded language into QETS meaning, HGCNN readback, ranked place suggestions, and feedback receipts.

Controlled visual loop
shadow onlyno live actionno DNA mutationnot empirical ready

Phrase entry

Example responseI like quiet places after work, but not dead quiet places.
Resolver0.89
Uncertainty0.15
Candidate fit0.78
Loop receipts0
Language intake

Words become a bounded phrase handle. The visualizer shows the phrase, but artifacts carry refs.

Current artifact

bounded-utterance:onboarding:c958138a

HGCNN message pass

The active path shows how the current onboarding signal moves toward the readback.

Calm neighborhood park | confidence 0.70
Input frameQETS embeddingHGCNN passMeta reviewReadbackrank12345
1Calm neighborhood park
2Lively tapas room
3Soft-lit cocktail bar
4Small jazz lounge
5Experimental gallery night
active signalrelation nodeinactive path
Semantic graph inspector
languagelexicalconceptsQETSsignaturecandidateactualizerHGCNNmetareceiptpost workplace quietplace dead emptypost worklow noiseavoid dead emptyCalm neighborhood...Lively tapas room
languageKind: bounded intakeRef: bounded-utterance:onboardingScore: 0.500Stage: language