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https://www.productionai.institute/graph/events/evt-aiid-1159

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Production AI Institute public record · AI Incident Database: Government‑Backed AI4Peat Mapping Tool Allegedly Misidentifies Granite Outcrops and Quarries as Peat · observed 2025-08-03
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AI Incident Database: Government‑Backed AI4Peat Mapping Tool Allegedly Misidentifies Granite Outcrops and Quarries as Peat

The UK's AI4Peat mapping project, developed by Natural England in collaboration with Microsoft, reportedly produced significant misclassifications of peatland across England, including labeling rocky outcrops, stone walls, and woodlands as peat bogs. In addition to the purportedly flawed data being publicly released and allegedly incorporated into official communications by Defra, the resulting confusion also reportedly led to the loss of trust among farmers and conservation…

AI Incident Database · Incident 1159

Operator lens (medium): inspect D2 (output validation), D6 (autonomy oversight).

Confidence
78%
Sources
2
Entities
12
Detected
detected 349d ago

Event summary

The UK's AI4Peat mapping project, developed by Natural England in collaboration with Microsoft, reportedly produced significant misclassifications of peatland across England, including labeling rocky outcrops, stone walls, and woodlands as peat bogs. In addition to the purportedly flawed data being publicly released and allegedly incorporated into official communications by Defra, the resulting confusion also reportedly led to the loss of trust among farmers and conservation…

D2D6

Linked entities

  • natural-england

    organisation | 70%

  • Microsoft

    vendor | 70%

  • government-of-the-united-kingdom

    organisation | 70%

  • department-for-environment-food-and-rural-affairs

    organisation | 70%

  • defra

    organisation | 70%

  • policymakers-in-the-united-kingdom

    organisation | 70%

  • landowners-in-the-united-kingdom

    organisation | 70%

  • general-public-of-the-united-kingdom

    organisation | 70%

  • farmers-in-the-united-kingdom

    organisation | 70%

  • environmental-restoration-programs-in-the-united-kingdom

    organisation | 70%

  • conservationists-in-the-united-kingdom

    organisation | 70%

  • epistemic-integrity

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-vendor-microsoft to ent-psf-d2maps to60%
ent-vendor-microsoft to ent-psf-d2maps to60%
ent-vendor-microsoft to ent-psf-d2maps to60%
ent-vendor-microsoft to ent-psf-d6maps to60%
ent-vendor-microsoft to ent-psf-d6maps to60%
ent-vendor-microsoft to ent-psf-d6maps to60%
ent-aiid-natural-england to ent-psf-d2maps to60%
ent-aiid-natural-england to ent-psf-d2maps to60%
ent-aiid-natural-england to ent-psf-d2maps to60%
ent-aiid-natural-england to ent-psf-d6maps to60%
ent-aiid-natural-england to ent-psf-d6maps to60%
ent-aiid-natural-england to ent-psf-d6maps to60%

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Event dates

  • Happened 10 May 2025

  • Detected 3 Aug 2025

Sources

  • AI Incident Database - Incident 1159

    secondary | checked 9 July 2026

    Open source
  • Government’s AI peatland map ridiculed for confusing bog with rock

    secondary | checked 3 Aug 2025

    Open source
Cite this record

"AI Incident Database: Government‑Backed AI4Peat Mapping Tool Allegedly Misidentifies Granite Outcrops and Quarries as Peat." https://www.productionai.institute/graph/events/evt-aiid-1159 (observed 2025-05-10; retrieved 2026-07-18). PAI.

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