{
  "sources": [
    {
      "id": "src-luccioni-2023",
      "status": "superseded",
      "superseded_by": "src-luccioni-2024-facct-verified",
      "title": "Power Hungry Processing: Watts Driving the Cost of AI Deployment?",
      "authors": [
        "Luccioni, A. S.",
        "Jernite, Y.",
        "Strubell, E."
      ],
      "url": "https://arxiv.org/abs/2311.16863",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "v1",
          "date": "2023-11-28"
        },
        {
          "label": "v3",
          "date": "2024-10-15"
        }
      ],
      "read_version": "v3",
      "publication": {
        "venue": "ACM FAccT 2024",
        "venue_type": "conference",
        "peer_review": "reviewed",
        "review_type": {
          "value": null,
          "state": "not_investigated"
        },
        "archival": true
      },
      "reported_by": "independent_academic",
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_investigated"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_investigated"
        }
      },
      "integrity_issues": [],
      "date_verification": "relayed_from_editor_not_confirmed",
      "document_type": "versioned"
    },
    {
      "id": "src-luccioni-2024-facct-verified",
      "status": "active",
      "superseded_by": null,
      "title": "Power Hungry Processing: Watts Driving the Cost of AI Deployment?",
      "authors": [
        "Luccioni, A. S.",
        "Jernite, Y.",
        "Strubell, E."
      ],
      "url": "https://arxiv.org/abs/2311.16863",
      "url_accessed": "2026-08-27",
      "doi": "10.1145/3630106.3658542",
      "versions": [
        {
          "label": "v1",
          "date": "2023-11-28"
        },
        {
          "label": "v3",
          "date": "2024-10-15"
        }
      ],
      "read_version": "v3",
      "publication": {
        "venue": "ACM FAccT 2024",
        "venue_type": "conference",
        "peer_review": "reviewed",
        "review_type": {
          "value": null,
          "state": "not_reported"
        },
        "archival": true,
        "conference_dates": "2024-06-03/2024-06-06"
      },
      "reported_by": "independent_academic",
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": "reported in the paper; repository URL not extracted",
          "state": "extracted"
        },
        "raw_data_released": {
          "value": "CodeCarbon logs reported as released; repository URL not extracted",
          "state": "extracted"
        }
      },
      "integrity_issues": [],
      "date_verification": "confirmed_on_page",
      "document_type": "versioned",
      "verification": {
        "verified_by": "codex-gpt-5-6",
        "verified_by_model": "GPT-5.6",
        "verified_at": "2026-08-27",
        "depth": "primary_source_read"
      }
    },
    {
      "id": "src-videokilled-2025",
      "status": "superseded",
      "superseded_by": "src-delavande-2025-v1-verified",
      "title": "Video Killed the Energy Budget: Characterizing the Latency and Power Regimes of Open Text-to-Video Models",
      "authors": {
        "value": null,
        "state": "not_extracted"
      },
      "url": "https://arxiv.org/abs/2509.19222",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "v1",
          "date": "2025-09-23"
        }
      ],
      "read_version": "v1",
      "publication": {
        "venue": "NeurIPS 2025 NextVid Workshop",
        "venue_type": "workshop",
        "peer_review": "reviewed",
        "review_type": "double_blind",
        "archival": false,
        "presentation": "oral"
      },
      "reported_by": "independent_academic",
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_investigated"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_investigated"
        }
      },
      "integrity_issues": [
        {
          "id": "ii-001",
          "severity": "minor",
          "description": {
            "en": "The abstract states six models; the in-text comparison table lists seven."
          },
          "affects_cited_value": false,
          "action": {
            "en": "Carry this note when citing. Authors have not been contacted."
          }
        }
      ],
      "date_verification": "relayed_from_editor_not_confirmed",
      "document_type": "versioned"
    },
    {
      "id": "src-delavande-2025-v1-verified",
      "status": "active",
      "superseded_by": null,
      "title": "Video Killed the Energy Budget: Characterizing the Latency and Power Regimes of Open Text-to-Video Models",
      "authors": [
        "Delavande, Julien",
        "Pierrard, Regis",
        "Luccioni, Sasha"
      ],
      "url": "https://arxiv.org/abs/2509.19222",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "v1",
          "date": "2025-09-23"
        }
      ],
      "read_version": "v1",
      "publication": {
        "venue": "NeurIPS 2025 NextVid Workshop",
        "venue_type": "workshop",
        "peer_review": "reviewed",
        "review_type": "double_blind",
        "archival": false,
        "presentation": "oral"
      },
      "reported_by": "independent_academic",
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": "claimed, but the v1 PDF contains an anonymized link placeholder",
          "state": "extracted"
        },
        "raw_data_released": {
          "value": "generated videos claimed as released, but the v1 PDF contains an anonymized link placeholder",
          "state": "extracted"
        }
      },
      "integrity_issues": [
        {
          "id": "ii-001",
          "severity": "minor",
          "description": {
            "en": "The abstract states six models; the in-text comparison table lists seven."
          },
          "affects_cited_value": false,
          "action": {
            "en": "Carry this note when citing. Authors have not been contacted."
          }
        }
      ],
      "date_verification": "confirmed_on_page",
      "document_type": "versioned",
      "verification": {
        "verified_by": "codex-gpt-5-6",
        "verified_by_model": "GPT-5.6",
        "verified_at": "2026-08-27",
        "depth": "primary_source_read"
      }
    },
    {
      "id": "src-holzle-2009",
      "status": "active",
      "superseded_by": null,
      "title": "Powering a Google search",
      "authors": [
        "Hölzle, Urs"
      ],
      "url": "https://googleblog.blogspot.com/2009/01/powering-google-search.html",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "original",
          "date": "2009-01-11"
        }
      ],
      "read_version": "original",
      "publication": {
        "venue": "Official Google Blog",
        "venue_type": "corporate_blog",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "vendor_self_reported",
      "conflict_of_interest": {
        "value": "the vendor is reporting on its own product",
        "state": "extracted"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_reported"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_reported"
        }
      },
      "context_note": {
        "en": "Written to rebut a then-circulating claim of 7 g CO2 per search. Not a research publication."
      },
      "integrity_issues": [
        {
          "id": "ii-002",
          "severity": "major",
          "description": {
            "en": "No method, breakdown, or measurement conditions are given. It states only that the figure covers server time and prior work such as index building. Facility power is not mentioned."
          },
          "affects_cited_value": true,
          "action": {
            "en": "All boundary components are unknown. It does not meet this report's inclusion bar and is not used as a figure."
          }
        },
        {
          "id": "ii-003",
          "severity": "major",
          "description": {
            "en": "Google has not updated it since 2009. When Full Fact checked in 2019, no newer data was provided."
          },
          "affects_cited_value": true,
          "action": {
            "en": "Never present it as a current value. Chapter 4 exhibits the absence of updates itself."
          }
        }
      ],
      "date_verification": "relayed_from_editor_not_confirmed",
      "document_type": "versioned"
    },
    {
      "id": "src-fullfact-2019",
      "status": "active",
      "superseded_by": null,
      "title": "How energy intensive is a Google search?",
      "authors": {
        "value": null,
        "state": "not_extracted"
      },
      "publisher": "Full Fact",
      "url": "https://fullfact.org/environment/google-search/",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "as_published",
          "date": "2019-08-15"
        }
      ],
      "read_version": "as_published",
      "date_verification": "from_search_metadata_not_confirmed_on_page",
      "publication": {
        "venue": "Full Fact",
        "venue_type": "fact_checking_organisation",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "independent_journalism",
      "reported_by_note": {
        "en": "A third-party verification record, though Google's answer within it remains a self-report."
      },
      "supports": [
        "ii-003"
      ],
      "claim_recorded": {
        "en": "As of 2019 no data newer than the 2009 figure existed, and Google told Full Fact only that data-centre efficiency had improved. The article also cites a University of Leeds researcher, who judged that any change since 2009 would most likely be a decrease driven by efficiency gains."
      },
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "integrity_issues": [],
      "document_type": "versioned"
    },
    {
      "id": "src-google-envreport-2026",
      "status": "active",
      "superseded_by": null,
      "title": "Google 2026 Environmental Report",
      "authors": {
        "value": null,
        "state": "not_applicable"
      },
      "url": "https://sustainability.google/files/1699a2e19277e478b38a659f00cb38398a836e8c/download-1699a2e1.pdf",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "as_published",
          "date": "2026-06-30"
        }
      ],
      "read_version": "as_published",
      "date_verification": "confirmed_on_page",
      "document_type": "versioned",
      "covers_fiscal_year": 2025,
      "publication": {
        "venue": "Google Sustainability",
        "venue_type": "corporate_report",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "vendor_self_reported",
      "conflict_of_interest": {
        "value": "the vendor is reporting on its own operations",
        "state": "extracted"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "verification_depth": "primary_source_pdf_read_methodology_and_detailed_disclosures",
      "note": {
        "en": "The report PDF's Methodology and Detailed disclosures were checked on 2026-08-27. It reports 2025 data."
      },
      "integrity_issues": []
    },
    {
      "id": "src-google-cloud-carbon-footprint-docs",
      "status": "active",
      "superseded_by": null,
      "title": "Carbon Footprint release notes (Google Cloud Documentation)",
      "authors": {
        "value": null,
        "state": "not_applicable"
      },
      "url": "https://docs.cloud.google.com/carbon-footprint/docs/release-notes",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "accessed",
          "date": "2026-08-27"
        }
      ],
      "read_version": "accessed",
      "date_verification": "confirmed_on_page",
      "document_type": "continuously_updated",
      "document_type_note": {
        "en": "Revised in place with no version history. The accessed date is the only anchor and must accompany any citation."
      },
      "publication": {
        "venue": "Google Cloud Docs",
        "venue_type": "vendor_documentation",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "vendor_self_reported",
      "conflict_of_interest": {
        "value": "the vendor is documenting its own product",
        "state": "extracted"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "integrity_issues": []
    },
    {
      "id": "src-esgdive-google-2026",
      "status": "active",
      "superseded_by": null,
      "title": "Google's emissions continue to climb due to AI buildout",
      "authors": [
        "You, Josh"
      ],
      "publisher": "ESG Dive",
      "url": "https://www.esgdive.com/news/googles-emissions-continue-to-climb-due-to-ai-buildout/824373/",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "as_published",
          "date": "2026-07-02"
        }
      ],
      "read_version": "as_published",
      "date_verification": "from_search_metadata_not_confirmed_on_page",
      "document_type": "versioned",
      "publication": {
        "venue": "ESG Dive",
        "venue_type": "trade_press",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "independent_journalism",
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "integrity_issues": []
    },
    {
      "id": "src-esgtoday-google-2026",
      "status": "active",
      "superseded_by": null,
      "title": "Google Says Moonshot Climate Goals \"Getting Harder\" to Achieve",
      "authors": {
        "value": null,
        "state": "not_extracted"
      },
      "publisher": "ESG Today",
      "url": "https://www.esgtoday.com/google-cuts-operational-emissions-but-says-moonshot-climate-goals-getting-harder/",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "as_published",
          "date": "2026-07-01"
        }
      ],
      "read_version": "as_published",
      "date_verification": "from_search_metadata_not_confirmed_on_page",
      "document_type": "versioned",
      "publication": {
        "venue": "ESG Today",
        "venue_type": "trade_press",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "independent_journalism",
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "integrity_issues": []
    },
    {
      "id": "src-uptime-2025",
      "status": "active",
      "superseded_by": null,
      "title": "Uptime Institute Global Data Center Survey 2025",
      "authors": {
        "value": null,
        "state": "not_extracted"
      },
      "publisher": "Uptime Institute",
      "url": "https://uptimeinstitute.com/resources/research-and-reports/uptime-institute-global-data-center-survey-results-2025",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "results_2025",
          "date": null,
          "state": "not_extracted"
        }
      ],
      "read_version": "results_2025",
      "date_verification": "not_confirmed_source_not_opened",
      "date_verification_note": {
        "en": "Reached via a footnote in Google's material; the editor has not opened it. Neither publication date nor survey period is confirmed."
      },
      "document_type": "industry_survey",
      "publication": {
        "venue": "Uptime Institute",
        "venue_type": "industry_association",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "industry_survey",
      "cited_value": {
        "value": 1.54,
        "unit": "PUE",
        "state": "extracted",
        "scope": {
          "en": "Global average across survey respondents"
        }
      },
      "conflict_of_interest": {
        "value": null,
        "state": "not_investigated"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_investigated"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_investigated"
        }
      },
      "editorial_use": {
        "en": "A chapter 4 example of how the choice of comparison baseline creates the conclusion."
      },
      "integrity_issues": [
        {
          "id": "ii-005",
          "severity": "major",
          "affects_cited_value": true,
          "description": {
            "en": "This is a respondent average, not an industry average. The population and response rate are unconfirmed. If operators who measure environmental metrics are likelier to respond, the figure runs low, which cuts against Google's claim; if inefficient operators stay silent, it runs high, which favours Google. The direction of the bias is unknown."
          },
          "action": {
            "en": "Never write 'industry average'; write 'average across survey respondents', and state that the direction of any bias is unknown."
          }
        },
        {
          "id": "ii-006",
          "severity": "minor",
          "affects_cited_value": false,
          "description": {
            "en": "Google chose this baseline to demonstrate its own advantage. The choice of baseline is itself part of the claim."
          },
          "action": {
            "en": "Treat in chapter 4 as the same issue as dec-D, appearing inside a company's own claim."
          }
        }
      ]
    },
    {
      "id": "src-altman-2025",
      "status": "active",
      "superseded_by": null,
      "title": "The Gentle Singularity",
      "authors": [
        "Altman, Sam"
      ],
      "url": "https://blog.samaltman.com/the-gentle-singularity",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "as_published",
          "date": "2025-06-10"
        }
      ],
      "read_version": "as_published",
      "date_verification": "confirmed_on_page",
      "document_type": "personal_blog",
      "publication": {
        "venue": "Sam Altman's personal blog",
        "venue_type": "personal_blog",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "vendor_self_reported",
      "conflict_of_interest": {
        "value": "the author leads the company the figures describe",
        "state": "extracted"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "note": {
        "en": "Not an OpenAI publication; the CEO's personal blog."
      },
      "integrity_issues": []
    },
    {
      "id": "src-openai-academy-env",
      "status": "active",
      "superseded_by": null,
      "title": "Environmental impact of AI (OpenAI Academy)",
      "authors": {
        "value": null,
        "state": "not_extracted"
      },
      "url": "https://academy.openai.com/en/public/clubs/higher-education-05x4z/resources/environmental-impact-of-ai",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "published",
          "date": "2025-08-22"
        },
        {
          "label": "updated",
          "date": "2026-06-09"
        }
      ],
      "read_version": "updated",
      "date_verification": "relayed_from_investigator_not_confirmed",
      "document_type": "vendor_educational_page",
      "publication": {
        "venue": "OpenAI Academy",
        "venue_type": "vendor_documentation",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "vendor_self_reported",
      "conflict_of_interest": {
        "value": "the vendor is describing its own product",
        "state": "extracted"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "key_finding": {
        "en": "OpenAI's own educational page states that no proprietary energy benchmark for its models has been published, and the roughly 0.3 Wh it cites is an external Epoch AI estimate. The CEO's 0.34 Wh is not adopted there."
      },
      "integrity_issues": []
    },
    {
      "id": "src-epoch-2025",
      "status": "active",
      "superseded_by": null,
      "title": "How much energy does ChatGPT use?",
      "authors": {
        "value": null,
        "state": "not_extracted"
      },
      "publisher": "Epoch AI",
      "url": "https://epoch.ai/gradient-updates/how-much-energy-does-chatgpt-use",
      "url_accessed": "2026-08-27",
      "versions": [
        {
          "label": "as_published",
          "date": "2025-02-07"
        }
      ],
      "read_version": "as_published",
      "date_verification": "relayed_from_investigator_not_confirmed",
      "document_type": "independent_analysis",
      "publication": {
        "venue": "Epoch AI",
        "venue_type": "research_organisation",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "independent_analysis",
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        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
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      },
      "reported_by": "regulator_filing",
      "verification_depth": "primary_source_read",
      "source_locators": [
        "Prospectus summary and AI segment sections: acquisition/integration of xAI, COLOSSUS and COLOSSUS II compute capacity, training/inference infrastructure",
        "Risk factors: AI compute depends on power and water; environmental laws and data-center operations",
        "AI infrastructure TAM methodology: 1.2 PUE appears only as an assumed target for market sizing, not measured operational PUE"
      ],
      "integrity_issues": []
    },
    {
      "id": "src-spacex-10q-q2-2026",
      "status": "active",
      "superseded_by": null,
      "title": "Space Exploration Technologies Corp. Quarterly Report (Form 10-Q), quarter ended June 30, 2026",
      "authors": [
        "Space Exploration Technologies Corp."
      ],
      "url": "https://www.sec.gov/Archives/edgar/data/1181412/000162828026052535/spcx-20260630.htm",
      "url_accessed": "2026-08-28",
      "versions": [
        {
          "label": "filed",
          "date": "2026-08-04"
        }
      ],
      "read_version": "filed",
      "date_verification": "confirmed_on_page",
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        "venue": "U.S. Securities and Exchange Commission EDGAR",
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        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": true
      },
      "reported_by": "regulator_filing",
      "verification_depth": "primary_source_read",
      "source_locators": [
        "Note 1 / Nature of Business: SpaceX and wholly owned subsidiaries operate an AI segment spanning Grok, X and AI computational infrastructure",
        "Quarterly filing searched for per-request energy, total training energy, operational PUE, embodied hardware emissions and environmental assurance"
      ],
      "integrity_issues": []
    },
    {
      "id": "src-spacex-ir-2026",
      "status": "active",
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      "title": "SpaceX Investor Relations",
      "authors": [
        "Space Exploration Technologies Corp."
      ],
      "url": "https://ir.spacex.com/investors/default.aspx",
      "url_accessed": "2026-08-28",
      "versions": [
        {
          "label": "accessed-2026-08-28",
          "date": "2026-08-28"
        }
      ],
      "read_version": "accessed-2026-08-28",
      "date_verification": "access_snapshot_created_by_investigator",
      "document_type": "continuously_updated",
      "publication": {
        "venue": "SpaceX Investor Relations",
        "venue_type": "vendor_documentation",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "reported_by": "vendor_self_reported",
      "verification_depth": "primary_source_read",
      "source_locator": "Investor-relations landing page and filing navigation checked for sustainability/environmental reports and related investor materials",
      "integrity_issues": []
    },
    {
      "id": "src-deepseek-site-2026",
      "status": "active",
      "superseded_by": null,
      "title": "DeepSeek official site",
      "url": "https://www.deepseek.com/",
      "reported_by": "vendor_self_reported",
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        "value": null,
        "state": "not_reported"
      },
      "date_accessed": "2026-08-28",
      "date_verification": "access_snapshot_created_by_investigator",
      "key_finding": {
        "en": "The site presents a conversational service for ordinary users, on the web and as an app, alongside a separate developer API, and describes general-purpose model research as the company's business."
      },
      "used_for": {
        "en": "An example of a provider meeting the selection criterion that this research did not investigate. Not used for any disclosure judgement."
      },
      "verified_by": "editor",
      "verified_at": "2026-08-28",
      "verified_by_model": "claude-opus-5",
      "url_accessed": "2026-08-28",
      "publication": {
        "venue": "DeepSeek",
        "venue_type": "vendor_documentation",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "conflict_of_interest": {
        "value": "the page is published by the company it describes",
        "state": "extracted"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "integrity_issues": []
    },
    {
      "id": "src-mistral-chat-2026",
      "status": "active",
      "superseded_by": null,
      "title": "Mistral AI's conversational service",
      "url": "https://chat.mistral.ai/chat",
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      "date_published": {
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        "state": "not_reported"
      },
      "date_accessed": "2026-08-28",
      "date_verification": "access_snapshot_created_by_investigator",
      "key_finding": {
        "en": "The company's conversational service is offered for ordinary users to sign up for and use directly. The service has been renamed from its earlier name, which the page itself states."
      },
      "used_for": {
        "en": "An example of a provider meeting the selection criterion that this research did not investigate. Not used for any disclosure judgement."
      },
      "verified_by": "editor",
      "verified_at": "2026-08-28",
      "verified_by_model": "claude-opus-5",
      "url_accessed": "2026-08-28",
      "publication": {
        "venue": "Mistral AI",
        "venue_type": "vendor_documentation",
        "peer_review": "none",
        "review_type": {
          "value": null,
          "state": "not_applicable"
        },
        "archival": false
      },
      "conflict_of_interest": {
        "value": "the page is published by the company it describes",
        "state": "extracted"
      },
      "reproducibility": {
        "code_released": {
          "value": null,
          "state": "not_applicable"
        },
        "raw_data_released": {
          "value": null,
          "state": "not_applicable"
        }
      },
      "integrity_issues": []
    }
  ]
}