{"id":"C-0001","type":"claim","title":"Portions of commercial evaluation have become observable through AI evaluators' behavior","created":"2026-07-13","status":"active","authors":["Upstream Zero"],"edges":[],"tier":"Narrated","commercialRelevance":{"affectedBuyers":"Every organization whose vendors are screened by AI systems","affectedCategories":"All categories AI evaluators cover","potentialProductImpact":"Evaluation behavior that could never be studied can now be sampled and experimented on","currentConfidence":"Narrated. This is the founding observation, and it has not yet been demonstrated by our own published experiments."},"body":"The founding claim, presented at its honest tier. AI systems now\nparticipate in commercial evaluation, and unlike human buying committees,\ntheir evaluation behavior can be sampled, recorded, and experimented on at\nscale. What is observable is the *evaluators'* behavior — human committees\nremain as opaque as ever; generalization runs through the bridge\nhypothesis (H-1).\n\nThis claim will rise through the tiers only as published observations and\nexperiments support it. Until then it is what it says on the label:\nNarrated.","url":"/claims/C-0001","machineUrl":"/objects/C-0001","referencedBy":[{"from":"first-light","rel":"cites"}],"_meta":{"site":"Upstream Zero — Commercial Evaluation Observatory","version":"0.1","note":"Claims are presented at their evidence tier; Narrated is the lowest. Verify by walking edges, not by trusting us."}}