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concept, so the gap cannot be closed yet.","Licensing and operational risk are charged as unknown rather than zero, because there is no candidate source to assess."]}},{"eventId":"expansion-ev-4af7f78c93140835a5860734","opportunityId":"opportunity-likeness-economy","concept":"likeness-economy","type":"status-changed","observedAt":"2026-09-16T06:46:08.456Z","status":"source-gap","previousStatus":"diversity-gap","priorityScore":28,"summary":"Likeness Economy moved from diversity-gap to source-gap (no-candidate-source).","evidence":{"blockedReason":"no-candidate-source","coverageEvidence":null,"candidateSourceIds":[]}},{"eventId":"expansion-ev-612f5f3abfa6193f8047d2f6","opportunityId":"opportunity-ai-incidents","concept":"ai-incidents","type":"resolved","observedAt":"2026-09-07T06:55:23.270Z","status":"covered","previousStatus":"blocked","summary":"AI incident reporting is no longer reported as a gap; the signals that raised it stopped firing.","evidence":{"lastKnownStatus":"blocked","lastKnownPriority":40}},{"eventId":"expansion-ev-43a0f32bd185687312c1d9f1","opportunityId":"opportunity-cybersecurity-exposure","concept":"cybersecurity-exposure","type":"resolved","observedAt":"2026-09-06T18:06:21.496Z","status":"covered","previousStatus":"acquisition-ready","summary":"Cybersecurity exposure relevant to AI systems is no longer reported as a gap; the signals that raised it stopped firing.","evidence":{"lastKnownStatus":"acquisition-ready","lastKnownPriority":75}},{"eventId":"expansion-ev-f283c716561611b62798082e","opportunityId":"opportunity-public-procurement","concept":"public-procurement","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"acquisition-ready","priorityScore":79,"summary":"Public Procurement & Government Spending entered the opportunity set at priority 79 with status acquisition-ready.","evidence":{"signalKinds":["category-source-gap"],"missingEvidence":["any provenance-qualified, health-verified, machine-readable source"],"candidateSourceCount":2}},{"eventId":"expansion-ev-d58616846537d1cc08e703a3","opportunityId":"opportunity-registered-source-x402scan","concept":"registered-source-x402scan","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"source-gap","priorityScore":24,"summary":"x402scan entered the opportunity set at priority 24 with status source-gap.","evidence":{"signalKinds":["uncollected-machine-readable-surface"],"missingEvidence":["a collector reading the surface that has already been found"],"candidateSourceCount":0}},{"eventId":"expansion-ev-cd89707b79540778b4e3266c","opportunityId":"opportunity-corporate-regulatory-records","concept":"corporate-regulatory-records","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"covered","priorityScore":0,"summary":"Corporate & Regulatory Records entered the opportunity set at priority 0 with status covered.","evidence":{"signalKinds":["category-diversity-gap"],"missingEvidence":["1 further qualified source(s) from an independent host family"],"candidateSourceCount":2}},{"eventId":"expansion-ev-b1e83271746b0976c12cb150","opportunityId":"opportunity-registered-source-toll402","concept":"registered-source-toll402","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"source-gap","priorityScore":24,"summary":"TOLL·402 Endpoint Trust Index entered the opportunity set at priority 24 with status source-gap.","evidence":{"signalKinds":["uncollected-machine-readable-surface"],"missingEvidence":["a collector reading the surface that has already been found"],"candidateSourceCount":0}},{"eventId":"expansion-ev-9ec9391ca2580c8f793d9a6d","opportunityId":"opportunity-commodity-materials","concept":"commodity-materials","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"source-gap","priorityScore":27,"summary":"Commodity & Industrial Materials entered the opportunity set at priority 27 with status source-gap.","evidence":{"signalKinds":["category-source-gap"],"missingEvidence":["any provenance-qualified, health-verified, machine-readable source"],"candidateSourceCount":0}},{"eventId":"expansion-ev-9b49bc525140a0e1963c7c9b","opportunityId":"opportunity-labor-compensation","concept":"labor-compensation","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"acquisition-ready","priorityScore":72,"summary":"Labor & Compensation entered the opportunity set at priority 72 with status acquisition-ready.","evidence":{"signalKinds":["category-source-gap"],"missingEvidence":["any provenance-qualified, health-verified, machine-readable source"],"candidateSourceCount":1}},{"eventId":"expansion-ev-910d9d8cede036e3cbdcfaf2","opportunityId":"opportunity-ai-regulatory-deadlines","concept":"ai-regulatory-deadlines","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"source-gap","priorityScore":21,"summary":"AI regulatory deadline pressure entered the opportunity set at priority 21 with status source-gap.","evidence":{"signalKinds":["derivable-from-existing-data"],"missingEvidence":["a collected metric series; the underlying records are already held"],"candidateSourceCount":0}},{"eventId":"expansion-ev-8f9c0b7faf80367ff8d6e150","opportunityId":"opportunity-ai-enforcement","concept":"ai-enforcement","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"acquisition-ready","priorityScore":89,"summary":"AI enforcement activity entered the opportunity set at priority 89 with status acquisition-ready.","evidence":{"signalKinds":["policy-adjacency-gap"],"missingEvidence":["enforcement actions","acting regulator","penalty amounts","affected entity","action date"],"candidateSourceCount":2}},{"eventId":"expansion-ev-7f7996f81fee42c7a951aca1","opportunityId":"opportunity-ai-incidents","concept":"ai-incidents","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"blocked","priorityScore":38,"summary":"AI incident reporting entered the opportunity set at priority 38 with status blocked.","evidence":{"signalKinds":["policy-adjacency-gap"],"missingEvidence":["observations measuring the activity these instruments regulate"],"candidateSourceCount":1}},{"eventId":"expansion-ev-7a9ddf6f30097bf2b429f3b7","opportunityId":"opportunity-registered-source-mpp-best","concept":"registered-source-mpp-best","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"source-gap","priorityScore":24,"summary":"mpp.best entered the opportunity set at priority 24 with status source-gap.","evidence":{"signalKinds":["uncollected-machine-readable-surface"],"missingEvidence":["a collector reading the surface that has already been found"],"candidateSourceCount":0}},{"eventId":"expansion-ev-6b169a5324f794f028615f0d","opportunityId":"opportunity-likeness-economy","concept":"likeness-economy","type":"appeared","observedAt":"2026-09-06T18:04:08.295Z","status":"diversity-gap","priorityScore":19,"summary":"Likeness Economy entered the opportunity set at priority 19 with status diversity-gap.","evidence":{"signalKinds":["category-diversity-gap"],"missingEvidence":["1 further qualified source(s) from an independent host family"],"candidateSourceCount":0}}],"eventCount":23,"policy":{"role":"Hypothesis generation only. An opportunity is not an index, not a publication decision and not permission to collect anything.","relationshipToIndexEngine":"The existing index engine still decides candidate, experimental and core from collected metrics. This engine only decides what Machine Observer should try to observe next.","neverFabricate":"Machine Observer does not manufacture data to fill an index opportunity. A hypothesis the evidence cannot support is reported as unsupported rather than given confidence.","modelAssistance":"No model call is involved. An optional model may suggest a label or grouping; it cannot create a fact, promote an index, approve a source or authorize collection.","scoring":{"deterministic":true,"modelAssisted":false,"weights":{"coverageDeficit":20,"decisionUsefulness":16,"sourceAvailability":15,"provenanceAvailability":12,"machineReadability":8,"uniqueness":7,"crossSourcePotential":6,"historyValue":5,"feasibility":5,"premiumValue":4,"demand":6},"penaltyWeights":{"collectionCost":8,"licensingRisk":10,"operationalFragility":6},"keywordFrequencyUsed":false,"demandPolicy":"Observed aggregate demand is capped at 50 requests before weighting and is additive, never a multiplier. Demand can raise the rank of a well-sourced opportunity and can never substitute for source quality.","auditability":"Every component is returned with the score. A ranking can be recomputed by hand from the published weights."}},"disclaimer":"An opportunity is a hypothesis about where Machine Observer’s own observations run out. It is not an index, not a publication decision, and not permission to collect anything. Machine Observer never manufactures data to fill an opportunity.","links":{"opportunities":"https://machineobserver.com/api/v1/indexes/opportunities","opportunity":"https://machineobserver.com/api/v1/indexes/opportunities/{id}","sourceOpportunities":"https://machineobserver.com/api/v1/sources/opportunities","indexes":"https://machineobserver.com/api/v1/indexes","discoveredIndexes":"https://machineobserver.com/api/v1/indexes/discover","sourceCoverage":"https://machineobserver.com/api/v1/sources/coverage","reliability":"https://machineobserver.com/api/v1/reliability","steward":"https://machineobserver.com/api/v1/steward","documentation":"https://machineobserver.com/docs/autonomous-index-expansion"}}