{
  "id": "AIBD-0257",
  "title": "Greece's transport ministry presents an AI system to transcribe stationmaster-driver GSM-R dialogues in real time and check them against protocols",
  "summary": "In a SKAI interview, Greece’s transport minister described AI transcription of GSM-R conversations and checks against railway communication protocols; no measured safety result was given.",
  "date_observed": "2026-05-18",
  "date_basis": "source publication",
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  "benefit_status": null,
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  "source_entry": null,
  "account": "In a SKAI interview reported on May 18, 2026, Deputy Minister of Transport Konstantinos Kyranakis described an AI system that transcribes GSM-R communications between stationmasters and train drivers. He said that it would identify departures from railway communication protocols so that the control center could intervene. He said that the system had been presented the previous Saturday. The interview supplies no developer, operational start date, transcription accuracy, alert counts, or measured safety result.",
  "category": "general benefit",
  "unexpected": false,
  "purpose": "The system is intended to monitor operational radio communications and flag departures from protocol for the control center.",
  "system": "Speech-to-text and AI protocol-compliance monitoring of GSM-R stationmaster-driver communications (supplier not named)",
  "model_version": null,
  "developer": "Not named",
  "deployer": "Hellenic Ministry of Infrastructure and Transport (planned)",
  "location": null,
  "domain": "Railway safety",
  "segment": "Operational communications compliance monitoring",
  "benefit_type": "Increased Product Safety",
  "taxonomy_note": "Announcement only; compliance checking of rail communications is read as a safety detection mechanism.",
  "registry_ids": {},
  "ratings": [
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      "depth": null,
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    },
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      "depth": null,
      "reason": "No outcome is documented."
    },
    {
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      "depth": null,
      "reason": "No outcome is documented."
    }
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  "ai_role": {
    "status": "unassessed",
    "statement": "Kyranakis described speech transcription and checks against communication protocols. The original interview does not establish that the system was operating routinely or that an alert prevented an incident."
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  "evidence": [
    {
      "kind": "news report",
      "citation": "SKAI, “Κυρανάκης στον ΣΚΑΪ: Σύστημα τεχνητής νοημοσύνης θα ελέγχει σε πραγματικό χρόνο τις συνομιλίες στα τρένα,” May 18, 2026, 09:03; report of its interview with Deputy Minister Konstantinos Kyranakis.",
      "title": "Κυρανάκης στον ΣΚΑΪ: Σύστημα τεχνητής νοημοσύνης θα ελέγχει σε πραγματικό χρόνο τις συνομιλίες στα τρένα",
      "url": "https://www.skai.gr/news/politics/kyranakis-ston-skai-systima-ai-tha-elegxei-tis-synomilies-sta-trena",
      "date": "2026-05-18",
      "written_by": "independent",
      "quote": null
    }
  ],
  "replication": {
    "produced_by": [
      "Railway GSM-R communications available for transcription",
      "Speech-to-text and a method for checking communications against railway protocols",
      "A control center able to review departures from those protocols"
    ],
    "must_hold": [
      "Transcription accuracy in Greek operational speech",
      "A control center staffed to act on flagged dialogues"
    ],
    "echoes": []
  },
  "paired_incident": null,
  "headline": "Greece presents AI to transcribe and check GSM-R rail dialogues",
  "metric": null,
  "comparator": null,
  "later": {
    "status": "unknown",
    "date": null,
    "note": "The retained interview describes the system’s intended function. It establishes no later operational result.",
    "quote": null,
    "url": null
  },
  "value": null,
  "developer_country": null,
  "deployer_country": "Greece",
  "unrated_because": null,
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    {
      "date": "2026-10-20",
      "change": "Record drafted from the cited sources.",
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    {
      "date": "2026-10-21",
      "change": "Benefit type set to Increased Product Safety under Trustible's full taxonomy of 23 types; it was Improved Organizational Efficiency among the six first used.",
      "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Country of the deployer added from the organization's own site or a registry.",
      "source": "https://en.wikipedia.org/wiki/Ministry_of_Infrastructure_and_Transport_(Greece)",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Prose pass: account rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
      "source": null,
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Replaced the CNN.gr retelling and OECD label with SKAI’s original interview report. Removed the unsupported inference that no incidents had occurred.",
      "source": "https://www.skai.gr/news/politics/kyranakis-ston-skai-systima-ai-tha-elegxei-tis-synomilies-sta-trena",
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  "confidence": "reported",
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        },
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        },
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      "sources[].language": {
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        "review_state": "not_assessed",
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        }
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        "value": {
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      },
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        "review_state": "not_assessed",
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        "value": {
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          }
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      "workflow": {
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            "replication": {
              "produced_by": [
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                "Speech-to-text and a method for checking communications against railway protocols",
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              ],
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        },
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          "basis": "Updated the mapped fields during the source review. Replaced the CNN.gr retelling and OECD label with SKAI’s original interview report. Removed the unsupported inference that no incidents had occurred.",
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          ],
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        "review_state": "reviewed",
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        "display": {
          "answer": "The proposed system transcribes conversations over GSM-R railway radio and checks them against communication protocols. Control-center staff review any departures from those protocols.",
          "editor_note": ""
        }
      }
    },
    "summary": {
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      "addressed": 91,
      "known": 28,
      "reviewed": 13,
      "record_mapped": 15,
      "not_assessed": 63,
      "complete": false,
      "by_state": {
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        "not_reported": 0,
        "unresolved": 0,
        "not_assessed": 63,
        "not_applicable": 0,
        "withheld": 0,
        "source_unavailable": 0
      }
    }
  }
}