Coverage

Corpus quality gate

Public coverage language is bounded by the live corpus quality report. This page reads the same gate used by Workstream 4 and reports failed checks as coverage gaps.

Coverage gaps remain

generated Jun 17, 2026, 10:19 AM
Active claims
1872
Evidenced claims
1872
Citations
1872
Open contradictions
1
Open reviews
0

Gate checks

  • source class benchmark

    passed

    expected >= 5 documents; actual 5 documents

  • source class developer_ecosystem

    passed

    expected >= 5 documents; actual 221 documents

  • source class infrastructure

    passed

    expected >= 5 documents; actual 37 documents

  • source class model_provider

    passed

    expected >= 10 documents; actual 10 documents

  • source class policy_regulatory

    passed

    expected >= 5 documents; actual 47 documents

  • source class protocol

    passed

    expected >= 3 documents; actual 3 documents

  • source class registry

    passed

    expected >= 5 documents; actual 104 documents

  • source class release_notes

    passed

    expected >= 10 documents; actual 10 documents

  • source class research

    passed

    expected >= 10 documents; actual 2016 documents

  • topic cluster agent_tooling

    passed

    expected >= 5 claims; actual 5 claims

  • topic cluster benchmarks

    passed

    expected >= 5 claims; actual 5 claims

  • topic cluster deployment_infrastructure

    passed

    expected >= 5 claims; actual 5 claims

  • topic cluster development_cycles

    gap

    expected >= 5 claims; actual 0 claims

  • topic cluster frontier_llms

    gap

    expected >= 10 claims; actual 6 claims

  • topic cluster ml_research

    passed

    expected >= 10 claims; actual 10 claims

  • topic cluster model_architecture

    gap

    expected >= 5 claims; actual 3 claims

  • topic cluster model_context_protocol

    passed

    expected >= 3 claims; actual 3 claims

  • topic cluster open_weight_models

    gap

    expected >= 5 claims; actual 3 claims

  • topic cluster regulation

    gap

    expected >= 5 claims; actual 0 claims

  • date range 2022-2023

    passed

    expected >= 10 documents; actual 377 documents

  • date range 2024

    passed

    expected >= 10 documents; actual 885 documents

  • date range 2025-2026

    passed

    expected >= 10 documents; actual 1163 documents

  • entity ChatGPT active claims

    gap

    expected >= 3 active claims; actual 2 active claims

  • entity ChatGPT citations

    gap

    expected >= 3 citations; actual 2 citations

  • entity Claude active claims

    passed

    expected >= 3 active claims; actual 3 active claims

  • entity Claude citations

    passed

    expected >= 3 citations; actual 3 citations

  • entity Gemini active claims

    gap

    expected >= 3 active claims; actual 1 active claims

  • entity Gemini citations

    gap

    expected >= 3 citations; actual 1 citations

  • entity Llama active claims

    passed

    expected >= 3 active claims; actual 3 active claims

  • entity Llama citations

    passed

    expected >= 3 citations; actual 3 citations

  • entity MCP protocol active claims

    passed

    expected >= 3 active claims; actual 3 active claims

  • entity MCP protocol citations

    passed

    expected >= 3 citations; actual 3 citations

  • average citations per active claim

    passed

    expected >= 1; actual 1.00

  • unsourced active claim rate

    passed

    expected <= 0.05; actual 0.000

  • open contradiction coverage

    passed

    expected >= 1 open contradictions; actual 1 open contradictions

  • review-needed rate

    passed

    expected <= 0.15; actual 0.000

Source classes

  • api5
  • benchmark5
  • developer_ecosystem221
  • infrastructure37
  • model_provider10
  • policy_regulatory47
  • protocol3
  • registry104
  • release_notes10
  • research2016

Topic clusters

  • agent_tooling5
  • benchmarks5
  • deployment_infrastructure5
  • frontier_llms6
  • ml_research10
  • model_architecture3
  • model_context_protocol3
  • open_weight_models3
  • unclassified1832