AppStore2031
evidence · Edition 2031-2026-08-02
Claim register — 2031-2026-08-02
A public AppStore2031 research record. The readable view is generated without changing the preserved source.
Open the exact JSON sourceResearch boundary: Observed evidence, inference, scenario and fictional forecast claims retain the labels used in the source record.
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"text": "Korea described a public-private AI Highway plan with more than 50,000 GPUs, a national computing centre outside the Seoul region, preference for renewable or carbon-free energy and fast-track power-system assessment.",
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"Africa"
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"SC-G07"
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"Global, using available cross-national datasets"
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"India"
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"EWF-14"
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"id": "source-use-466d9aa144df7c0ea066",
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{
"id": "source-use-4ffe242bc58cfccd0522",
"text": "Avoid presenting capacity as static",
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{
"id": "source-use-50fc9f3879c5d61c4003",
"text": "repeated interactions reduced loneliness immediately after use for a week, but effects did not persist between sessions; authors explicitly do not support replacing human relationships or care.",
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"limitations": "The official page did not expose a clear publication date; it was accessed on 2026-08-02. Legal systemic-risk thresholds and duties do not predict capability or enforcement capacity.",
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{
"id": "source-use-54dd85562ce08fdfdd77",
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"id": "source-use-552d57ffd754a2e4118d",
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"id": "source-use-5683a50e9655b4badf42",
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"China"
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"China",
"Japan",
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{
"id": "source-use-77a124917e0e33a4822f",
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"Republic of Korea"
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},
{
"id": "source-use-78d4f4f438e30f7763d0",
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},
{
"id": "source-use-78fd3981dd2d57690448",
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},
{
"id": "source-use-79cd75891e4e45a071a9",
"text": "cascading effects across water, heat, health, education and communications.",
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},
{
"id": "source-use-7a68aea05ea2b566ad1e",
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"global",
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},
{
"id": "source-use-7fb0ea3fca791abaf608",
"text": "Show a shared-access model rather than assuming capacity belongs only to hyperscalers.",
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"geographies": [
"India"
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"limitations": "Empanelled capacity is not the same as continuously available capacity. GPU counts do not capture performance differences, networking, storage or software readiness. Government reporting is not evidence that every person can access every listed resource.",
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},
{
"id": "source-use-8013f0445ae00b80bf9b",
"text": "Represent large uncertainty in US load rather than a single precise forecast.",
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"sourceIds": [
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"geographies": [
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"validFrom": "2026-08-02",
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"limitations": "This is a US-only bottom-up model, not a global forecast. Shipment, lifetime, utilisation and cooling assumptions drive the range. It does not predict local tariffs, queue rules or who receives service.",
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},
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"id": "source-use-85d9856ad5b8efdd893d",
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{
"id": "source-use-866e920957cd5772bec9",
"text": "Support the 2015-16 mental-health treatment and system-capacity baseline",
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"limitations": "The baseline is old and may not reflect current capacity; state variation is substantial.",
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},
{
"id": "source-use-87d6afac4457a8802a06",
"text": "Counter universal solo-household assumptions",
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"geographies": [
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{
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"Global",
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{
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"id": "source-use-b99ab1c82fd5f89bb8cf",
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{
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