{
  "briefing": {
    "baseline_available": true,
    "comparison_days": 1,
    "counts": {
      "continuing_absences": 0,
      "delistings": 0,
      "new_listings": 16,
      "observation_gaps": 0,
      "observation_recoveries": 0,
      "other_changes": 116,
      "restorations": 10,
      "scope_changes": 0
    },
    "current_timestamp": "2026-09-11T03:47:52.404649+00:00",
    "feature_contexts": {
      "aiModels.openai.gpt-image-2-5-flare.2026-09-08": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-image-2-5-flare.2026-09-08"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-image 2 5 flare.2026 09 08 - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-image-2-5-sunburst.2026-09-08": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-image-2-5-sunburst.2026-09-08"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-image 2 5 sunburst.2026 09 08 - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l16as.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l16as.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard L16as V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.l32as.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l32as.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard L32as V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.l48as.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l48as.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard L48as V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.l64as.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l64as.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard L64as V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.l80as.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l80as.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard L80as V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.l8as.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l8as.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard L8as V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m128dms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128dms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M128dms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m128ds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128ds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M128ds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m128ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M128ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m128s.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128s.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M128s V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m32dms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m32dms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M32dms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m32ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m32ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M32ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m64dms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64dms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M64dms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m64ds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64ds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M64ds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m64ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M64ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m64s.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64s.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M64s V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      }
    },
    "groups": [
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        "feature_count": 2,
        "listing_count": 126,
        "modality": "Azure AI models",
        "region_counts": {
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          "australiacentral2": 2,
          "australiaeast": 2,
          "australiasoutheast": 2,
          "austriaeast": 2,
          "belgiumcentral": 2,
          "brazilsouth": 2,
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          "centralus": 2,
          "centraluseuap": 2,
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          "eastus2euap": 2,
          "eastusstg": 2,
          "francecentral": 2,
          "francesouth": 2,
          "germanynorth": 2,
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          "indiasouthcentral": 2,
          "indonesiacentral": 2,
          "israelcentral": 2,
          "italynorth": 2,
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          "japanwest": 2,
          "jioindiacentral": 2,
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          "koreacentral": 2,
          "koreasouth": 2,
          "malaysiawest": 2,
          "mexicocentral": 2,
          "newzealandnorth": 2,
          "northcentralus": 2,
          "northeurope": 2,
          "norwayeast": 2,
          "norwaywest": 2,
          "polandcentral": 2,
          "qatarcentral": 2,
          "southafricanorth": 2,
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          "southcentralus": 2,
          "southcentralusstg": 2,
          "southeastasia": 2,
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          "switzerlandnorth": 2,
          "switzerlandwest": 2,
          "uaecentral": 2,
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          "ukwest": 2,
          "westcentralus": 2,
          "westeurope": 2,
          "westindia": 2,
          "westus": 2,
          "westus2": 2,
          "westus3": 2
        },
        "region_feature_counts": {
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          "australiacentral2": 2,
          "australiaeast": 2,
          "australiasoutheast": 2,
          "austriaeast": 2,
          "belgiumcentral": 2,
          "brazilsouth": 2,
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          "canadacentral": 2,
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          "centraluseuap": 2,
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          "jioindiacentral": 2,
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          "newzealandnorth": 2,
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          "northeurope": 2,
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          "polandcentral": 2,
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          "switzerlandnorth": 2,
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          "westeurope": 2,
          "westindia": 2,
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          "westus3": 2
        },
        "regions": [
          "australiacentral",
          "australiacentral2",
          "australiaeast",
          "australiasoutheast",
          "austriaeast",
          "belgiumcentral",
          "brazilsouth",
          "brazilsoutheast",
          "canadacentral",
          "canadaeast",
          "centralindia",
          "centralus",
          "centraluseuap",
          "chilecentral",
          "denmarkeast",
          "eastasia",
          "eastus",
          "eastus2",
          "eastus2euap",
          "eastusstg",
          "francecentral",
          "francesouth",
          "germanynorth",
          "germanywestcentral",
          "indiasouthcentral",
          "indonesiacentral",
          "israelcentral",
          "italynorth",
          "japaneast",
          "japanwest",
          "jioindiacentral",
          "jioindiawest",
          "koreacentral",
          "koreasouth",
          "malaysiawest",
          "mexicocentral",
          "newzealandnorth",
          "northcentralus",
          "northeurope",
          "norwayeast",
          "norwaywest",
          "polandcentral",
          "qatarcentral",
          "southafricanorth",
          "southafricawest",
          "southcentralus",
          "southcentralusstg",
          "southeastasia",
          "southindia",
          "spaincentral",
          "swedencentral",
          "switzerlandnorth",
          "switzerlandwest",
          "uaecentral",
          "uaenorth",
          "uksouth",
          "ukwest",
          "westcentralus",
          "westeurope",
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        "feature": "aiModels.openai.gpt-image-2-5-flare.2026-09-08",
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        "kind": "other_changes",
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l16as.v3",
        "evidence_after": {
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          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "feature": "vmSkus.standard.l16as.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard L16as V3 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
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        "kind": "other_changes",
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        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
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        },
        "feature": "aiModels.openai.gpt-image-2-5-sunburst.2026-09-08",
        "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "kind": "other_changes",
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      {
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        "details_label": "GPT-image 2 5 flare.2026 09 08 - OpenAI",
        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
        "evidence_after": {
          "detail": "Azure AI model 'gpt-image-2.5-flare' version '2026-09-08' from 'OpenAI' is listed by az cognitiveservices model list in westus3. Kind: AIServices. Lifecycle: GenerallyAvailable. SKUs: GlobalStandard.",
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          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "feature": "aiModels.openai.gpt-image-2-5-flare.2026-09-08",
        "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "kind": "new_listings",
        "label": "GPT-image 2 5 flare model from OpenAI (version 2026-09-08)",
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        },
        "feature": "aiModels.openai.gpt-image-2-5-sunburst.2026-09-08",
        "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "kind": "new_listings",
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      }
    ],
    "regions": [
      "australiacentral",
      "australiacentral2",
      "australiaeast",
      "australiasoutheast",
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      "brazilsouth",
      "brazilsoutheast",
      "canadacentral",
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      "centralus",
      "centraluseuap",
      "chilecentral",
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      "eastasia",
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      "eastus2",
      "eastus2euap",
      "eastusstg",
      "francecentral",
      "francesouth",
      "germanynorth",
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      "github-global",
      "indiasouthcentral",
      "indonesiacentral",
      "israelcentral",
      "italynorth",
      "japaneast",
      "japanwest",
      "jioindiacentral",
      "jioindiawest",
      "koreacentral",
      "koreasouth",
      "malaysiawest",
      "mexicocentral",
      "newzealandnorth",
      "northcentralus",
      "northeurope",
      "norwayeast",
      "norwaywest",
      "polandcentral",
      "qatarcentral",
      "southafricanorth",
      "southafricawest",
      "southcentralus",
      "southcentralusstg",
      "southeastasia",
      "southindia",
      "spaincentral",
      "swedencentral",
      "switzerlandnorth",
      "switzerlandwest",
      "uaecentral",
      "uaenorth",
      "uksouth",
      "ukwest",
      "westcentralus",
      "westeurope",
      "westindia",
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      "westus2",
      "westus3"
    ],
    "scope": {
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      "added_regions": [],
      "current_checks": 160332,
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      "previous_checks": 160206,
      "previous_regions": 64,
      "removed_checks": 0,
      "removed_regions": []
    },
    "tracking": {
      "complete": false,
      "mode": "tracked_absences",
      "since": "2026-09-05"
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    "restored_availability": 10
  },
  "change_modality_counts": {
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      "regression": 0,
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  },
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    "regression": 0,
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  },
  "date": "2026-09-11",
  "editorial_excerpt": "26 new listings and 0 regressions\n\nCompared with the previous daily snapshot, the monitor found 26 new availability signals in its catalog/list evidence and 0 previously listed signals no longer listed across 7 regions.",
  "highlights": [
    {
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      "classification": "net_new_availability",
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      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "new_feature",
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      "feature": "aiModels.openai.gpt-image-2-5-flare.2026-09-08",
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      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
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      "group": "aiModels",
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      "region_group_previous_available_regions": 0,
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      "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l16as.v3",
      "expansion_kind": "regional_expansion",
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      "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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      "region": "israelcentral",
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      "same_day_new_regions": [
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        "southcentralus",
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        "westcentralus",
        "westeurope",
        "westus",
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      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
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      "region_group_previous_available_regions": 0,
      "same_day_new_regions": [
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    },
    {
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      "change_type": "new_availability",
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      "details_label": "Standard L32as V3 VM size",
      "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l32as.v3",
      "expansion_kind": "regional_expansion",
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      "feature_current_coverage_pct": 85.9,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "LASV",
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      "last_missing_date": "2026-09-10",
      "missing_days": 120,
      "modality": "VM SKUs",
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      "region": "israelcentral",
      "region_group": "Middle East",
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      "region_group_previous_available_regions": 2,
      "same_day_new_regions": [
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      ],
      "service": "compute",
      "still_available_regions": [
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        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
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        "francesouth",
        "germanynorth",
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        "indiasouthcentral",
        "indonesiacentral",
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        "japaneast",
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        "jioindiacentral",
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        "northeurope",
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        "norwaywest",
        "polandcentral",
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        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaecentral",
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        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
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      "unknown_days": 0
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      "region_group_previous_available_regions": 0,
      "same_day_new_regions": [
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    },
    {
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      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "LASV",
      "history_days": 120,
      "last_available_date": null,
      "last_missing_date": "2026-09-10",
      "missing_days": 120,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "israelcentral",
      "region_group": "Middle East",
      "region_group_current_available_regions": 3,
      "region_group_previous_available_regions": 2,
      "same_day_new_regions": [
        "israelcentral"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral",
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "jioindiacentral",
        "jioindiawest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "GPT-image 2 5 flare.2026 09 08 - OpenAI",
      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "new_feature",
      "expansion_label": "first observed anywhere in the monitored regions",
      "feature": "aiModels.openai.gpt-image-2-5-flare.2026-09-08",
      "feature_coverage_delta": 5,
      "feature_current_available_regions": 5,
      "feature_current_coverage_pct": 7.8,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
      "feature_previous_available_regions": 0,
      "feature_previous_coverage_pct": 0.0,
      "feature_total_regions": 64,
      "group": "aiModels",
      "history_days": 120,
      "last_available_date": null,
      "last_missing_date": "2026-09-10",
      "missing_days": 120,
      "modality": "Azure AI models",
      "previous": null,
      "prior_disappearances": 0,
      "region": "uaenorth",
      "region_group": "Middle East",
      "region_group_current_available_regions": 1,
      "region_group_previous_available_regions": 0,
      "same_day_new_regions": [
        "eastus2",
        "polandcentral",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "service": "ai",
      "still_available_regions": [
        "eastus2",
        "polandcentral",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "Standard L64as V3 VM size",
      "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l64as.v3",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.l64as.v3",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 55,
      "feature_current_coverage_pct": 85.9,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "LASV",
      "history_days": 120,
      "last_available_date": null,
      "last_missing_date": "2026-09-10",
      "missing_days": 120,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "israelcentral",
      "region_group": "Middle East",
      "region_group_current_available_regions": 3,
      "region_group_previous_available_regions": 2,
      "same_day_new_regions": [
        "israelcentral"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral",
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "jioindiacentral",
        "jioindiawest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "GPT-image 2 5 flare.2026 09 08 - OpenAI",
      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "new_feature",
      "expansion_label": "first observed anywhere in the monitored regions",
      "feature": "aiModels.openai.gpt-image-2-5-flare.2026-09-08",
      "feature_coverage_delta": 5,
      "feature_current_available_regions": 5,
      "feature_current_coverage_pct": 7.8,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
      "feature_previous_available_regions": 0,
      "feature_previous_coverage_pct": 0.0,
      "feature_total_regions": 64,
      "group": "aiModels",
      "history_days": 120,
      "last_available_date": null,
      "last_missing_date": "2026-09-10",
      "missing_days": 120,
      "modality": "Azure AI models",
      "previous": null,
      "prior_disappearances": 0,
      "region": "westus3",
      "region_group": "North America",
      "region_group_current_available_regions": 2,
      "region_group_previous_available_regions": 0,
      "same_day_new_regions": [
        "eastus2",
        "polandcentral",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "service": "ai",
      "still_available_regions": [
        "eastus2",
        "polandcentral",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "Standard L80as V3 VM size",
      "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.l80as.v3",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.l80as.v3",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 55,
      "feature_current_coverage_pct": 85.9,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "LASV",
      "history_days": 120,
      "last_available_date": null,
      "last_missing_date": "2026-09-10",
      "missing_days": 120,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "israelcentral",
      "region_group": "Middle East",
      "region_group_current_available_regions": 3,
      "region_group_previous_available_regions": 2,
      "same_day_new_regions": [
        "israelcentral"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral",
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "jioindiacentral",
        "jioindiawest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    }
  ],
  "modality_counts": {
    "AKS Kubernetes versions": {
      "available": 232,
      "checks": 252,
      "partial": 0,
      "unavailable": 20,
      "unknown": 0
    },
    "AKS extensions": {
      "available": 39568,
      "checks": 51534,
      "partial": 0,
      "unavailable": 11966,
      "unknown": 0
    },
    "Azure AI models": {
      "available": 3968,
      "checks": 11277,
      "partial": 0,
      "unavailable": 7309,
      "unknown": 0
    },
    "Azure Functions": {
      "available": 1404,
      "checks": 1701,
      "partial": 0,
      "unavailable": 297,
      "unknown": 0
    },
    "Azure model latency": {
      "available": 47,
      "checks": 47,
      "partial": 0,
      "unavailable": 0,
      "unknown": 0
    },
    "Container Apps": {
      "available": 193,
      "checks": 315,
      "partial": 0,
      "unavailable": 122,
      "unknown": 0
    },
    "Model latency": {
      "available": 0,
      "checks": 13,
      "partial": 0,
      "unavailable": 13,
      "unknown": 0
    },
    "VM SKUs": {
      "available": 60904,
      "checks": 95193,
      "partial": 0,
      "unavailable": 34289,
      "unknown": 0
    }
  },
  "narrative": "26 new listings and 0 regressions\n\nCompared with the previous daily snapshot, the monitor found 26 new availability signals in its catalog/list evidence and 0 previously listed signals no longer listed across 7 regions.\n\nIn everyday terms, the monitor now has 26 newly listed options across the regions it observed. These catalog changes can affect where teams plan workloads or select services.\n\nNew options to validate: Azure AI models: models/versions newly listed (10 signals; 10 net-new regional availabilities). Example: eastus2 \u00b7 Azure AI model/version catalog entry for model selection (openai.gpt-image-2-5-flare.2026-09-08); and 9 more. Why it matters: new regional model/version options for latency, residency, and model selection. VM SKUs: VM sizes now offered (16 signals; 6 net-new regional availabilities, 10 restored availabilities, up to 1 prior disappearance). Example: indiasouthcentral \u00b7 Azure virtual-machine size for right-sizing compute (m128dms.v2); and 15 more. Why it matters: more compute shapes for right-sizing, performance, and cost tuning.\n\nWhat this means for Azure users: No previously listed signals disappeared in this scan. Treat new listings as options to validate; catalog/list evidence does not by itself prove deployment success, quota, or capacity.",
  "narrative_fallback_reason": "unsupported_generation",
  "narrative_generation_error": null,
  "narrative_grounding_status": "scan_facts_only",
  "narrative_mcp_error": null,
  "narrative_mcp_status": "available",
  "narrative_microsoft_learn_urls": [],
  "narrative_model_deployment": "summary-gpt-5-6-terra",
  "narrative_source": "rule",
  "parked_unknown_changes": 0,
  "previous_date": "2026-09-10",
  "previous_snapshot_path": "snapshots/2026-09-10.json.gz",
  "snapshot_path": "snapshots/2026-09-11.json.gz",
  "snapshot_timestamp": "2026-09-11T03:47:52.404649+00:00",
  "social_drafts": {
    "linkedin": "2026-09-11 recorded 26 new availability signals, 0 regressions, and 0 parked unknown transitions. 26 new listings and 0 regressions\n\nCompared with the previous daily snapshot, the monitor found 26 new availability signals in its catalog/list evidence and 0 previously listed signals no longer listed across 7 regions.\n\nIn everyday terms, the monitor now has 26 newly listed options across the regions it observed. These catalog changes can affect where teams plan workloads or select services.\n\nNew options to validate: Azure AI models: models/versions newly listed (10 signals; 10 net-new regional availabilities). Example: eastus2 \u00b7 Azure AI model/version catalog entry for model selection (openai.gpt-image-2-5-flare.2026-09-08); and 9 more. Why it matters: new regional model/version options for latency, residency, and model selection. VM SKUs: VM sizes now offered (16 signals; 6 net-new regional availabilities, 10 restored availabilities, up to 1 prior disappearance). Example: indiasouthcentral \u00b7 Azure virtual-machine size for right-sizing compute (m128dms.v2); and 15 more. Why it matters: more compute shapes for right-sizing, performance, and cost tuning.\n\nWhat this means for Azure users: No previously listed signals disappeared in this scan. Treat new listings as options to validate; catalog/list evidence does not by itself prove deployment success, quota, or capacity.\n\nEvidence note: these are read-only Azure catalog/list signals; unavailable does not mean quota, capacity, deployment failure, or SLA impact.",
    "short_post": "2026-09-11: 26 new availability signals, 0 regressions, and 0 parked unknown transitions. Evidence note: these are read-only Azure catalog/list signals; unavailable does not mean quota, capacity, deployment failure, or SLA impact."
  },
  "status_counts": {
    "available": 106316,
    "partial": 0,
    "unavailable": 54016,
    "unknown": 0
  },
  "summary_counts": {
    "checks": 160332,
    "features": 2561,
    "regions": 64
  },
  "total_changes": 142
}