{
  "id": "AIBD-0580",
  "title": "Lynxight alerts lifeguards to an unconscious swimmer at Inglewood Pool; he recovers fully after rescue",
  "summary": "Lynxight sent his location and images from the pool’s cameras to a lifeguard’s smartwatch.",
  "date_observed": "2025-06-10",
  "date_basis": "event",
  "date_precision": "day",
  "benefit_status": "reported",
  "source_collection": null,
  "source_entry": null,
  "account": "On June 10, 2025, a man suffered a medical episode and sank in the outdoor pool at Stirling Leisure - Inglewood, Perth. Lynxight sent lifeguard Cameron Menzies a smartwatch alert with the swimmer's location and images. Another swimmer, Ofer Lefelman, independently noticed the emergency and lifted the man to the surface. Menzies and fellow lifeguards brought him out of the water. The City of Stirling reports that he was conscious when paramedics took him away and later recovered fully. ABC subsequently interviewed the city's operations coordinator, who credited the alert with accelerating the lifeguard's response.",
  "category": "harm prevented",
  "unexpected": false,
  "purpose": "Detect swimmers in distress and alert lifeguards.",
  "system": "Lynxight AI pool monitoring with CCTV analysis and smartwatch alerts",
  "model_version": null,
  "developer": "Lynxight",
  "deployer": "City of Stirling",
  "location": "Stirling Leisure - Inglewood, Perth, Western Australia, Australia",
  "domain": "Aquatic safety and rescue",
  "segment": "Public swimming pools",
  "benefit_type": "Improved Physical Health",
  "taxonomy_note": null,
  "registry_ids": {},
  "ratings": [
    {
      "group": "personal",
      "depth": 5,
      "reason": "An unconscious swimmer survived and recovered fully after a rescue supported by an AI alert. Another swimmer also intervened independently."
    }
  ],
  "ai_role": {
    "status": "assessed",
    "statement": "Lynxight detected distress and alerted the lifeguard, who had not seen the man sink. Human rescuers brought him to safety. Whether he would have survived without the alert is unknown."
  },
  "evidence": [
    {
      "kind": "press release",
      "citation": "City of Stirling, July 1, 2025.",
      "title": "Power of anti-drowning technology on display at Stirling Leisure - Inglewood in WA’s first AI-assisted pool rescue",
      "url": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "date": "2025-07-01",
      "written_by": "deployer",
      "quote": "The swimmer was conscious and talking when he was taken away by paramedics and has since made a full recovery."
    },
    {
      "kind": "news report",
      "citation": "Petroska, R. (2025). AI pool monitoring system helps save life of swimmer suffering medical episode in the water. 7NEWS, July 1, 2025.",
      "title": "AI pool monitoring system helps save life of swimmer suffering medical episode in the water",
      "url": "https://7news.com.au/news/ai-pool-monitoring-system-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19203045",
      "date": "2025-07-01",
      "written_by": "independent",
      "quote": "Lifeguards were sent an urgent alert at the same time fellow swimmer Ofer Lefelman noticed something was wrong."
    },
    {
      "kind": "news report",
      "citation": "Lauren Smith and Isabel Moussalli, ABC News, December 31, 2025.",
      "title": "AI technology gives swimming pool lifeguards an extra set of eyes this summer",
      "url": "https://www.abc.net.au/news/2025-12-31/ai-system-to-help-lifeguards-in-pools-swim-safety/106172140",
      "date": "2025-12-31",
      "written_by": "independent",
      "quote": "our lifeguard was there pretty much a few seconds after that"
    },
    {
      "kind": "report",
      "citation": "Lynxight. “מדיניות פרטיות לאימון המערכת ולשיפורה” [Privacy policy for training and improving the system]. Effective August 23, 2026. Company details and contact information.",
      "title": "מדיניות פרטיות לאימון המערכת ולשיפורה",
      "url": "https://www.lynxight.com/legal/privacy-policy-pools-he",
      "date": "2026-08-23",
      "written_by": "makers",
      "quote": null
    }
  ],
  "replication": {
    "produced_by": [
      "Camera analysis identified distress and sent a location alert.",
      "A nearby swimmer and trained lifeguards performed the rescue."
    ],
    "must_hold": [
      "The system must detect distress and deliver an alert that lifeguards can act on promptly."
    ],
    "echoes": []
  },
  "paired_incident": null,
  "headline": "Lifeguards and a fellow swimmer rescued an unconscious man",
  "metric": null,
  "comparator": null,
  "later": null,
  "value": null,
  "developer_country": "Israel",
  "deployer_country": "Australia",
  "unrated_because": null,
  "brief_notes": null,
  "brief": null,
  "revisions": [
    {
      "date": "2026-10-23",
      "change": "Added the case.",
      "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Traced the PerthNow account to the original July 1, 2025 7NEWS report. Retained the City of Stirling's original account, the original interviews with the swimmer and lifeguard, and ABC's separate later interview. Preserved that a bystander noticed the emergency and pulled the swimmer up, independently of the lifeguard alert.",
      "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Rewrote the short title and summary in plain language, preserving the reported benefit and material limits. Added the named publication or institution to the reviewed lead source for homepage display.",
      "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Identified the AI system or feature in the supporting summary, or stated that the source does not name the software. Preserved the reported benefit and material qualifications.",
      "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Shortened the homepage supporting statement to one sentence naming the system and its contribution; retained detailed outcomes and qualifications in the case account and source notes.",
      "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Revised the title and subtitle for natural phrasing, with named researchers, shorter dependencies, and less compressed terminology; preserved the system identities and evidence qualifications.",
      "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Assessed model identity, provider, and deployment configuration from the original case sources. Distinguished the named product and known hardware roles from the unreported model and release.",
      "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-25",
      "change": "Added Israel as the developer jurisdiction from Lynxight’s own company-address statement. Retained the policy only for corporate geography and preserved the event date, beneficiary account, system attribution, and ratings.",
      "source": "https://www.lynxight.com/legal/privacy-policy-pools-he",
      "editor": "AIBD"
    }
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  "confidence": "reported",
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  "claim_status": "Independently reported",
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        "coverage": "partial"
      },
      "outcomes[].benefit_type": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "benefit_type": "Improved Physical Health"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "benefit_type"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].claim": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "On June 10, 2025, a man suffered a medical episode and sank in the outdoor pool at Stirling Leisure - Inglewood, Perth. Lynxight sent lifeguard Cameron Menzies a smartwatch alert with the swimmer's location and images. Another swimmer, Ofer Lefelman, independently noticed the emergency and lifted the man to the surface. Menzies and fellow lifeguards brought him out of the water. The City of Stirling reports that he was conscious when paramedics took him away and later recovered fully. ABC subsequently interviewed the city's operations coordinator, who credited the alert with accelerating the lifeguard's response.",
            "benefit_type": "Improved Physical Health"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "account",
            "benefit_type"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].distribution": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].duration": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].id": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].stakeholder_group": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "personal",
                "depth": 5,
                "reason": "An unconscious swimmer survived and recovered fully after a rescue supported by an AI alert. Another swimmer also intervened independently."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].status": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "benefit_status": "reported"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "benefit_status"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].tradeoffs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].unexpected": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "unexpected": false,
            "purpose": "Detect swimmers in distress and alert lifeguards."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "unexpected",
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "places[]": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "location": "Stirling Leisure - Inglewood, Perth, Western Australia, Australia",
            "developer_country": "Israel",
            "deployer_country": "Australia",
            "developer_jurisdictions": [
              "Israel"
            ],
            "case_jurisdictions": [
              "Australia"
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Lynxight’s Hebrew policy, effective August 23, 2026, identifies Lynxight Ltd. at 1 HaTzmicha Street, Yokneam Illit, Israel. This establishes the company’s stated jurisdiction as of the policy date, not an independently verified historical address on the June 2025 rescue date. The existing Australian deployer and benefit location are preserved from the reviewed City of Stirling account. The policy adds no evidence about the rescue outcome.",
          "record_fields": [
            "location",
            "developer_country",
            "deployer_country"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "partial",
        "display": {
          "answer": "The rescue occurred at Stirling Leisure - Inglewood in Perth, Australia. Lynxight is based in Israel, and the pool operator is Australian.",
          "editor_note": ""
        }
      },
      "purpose": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "purpose": "Detect swimmers in distress and alert lifeguards."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "record_dates": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "date_observed": "2025-06-10",
            "date_basis": "event",
            "date_precision": "day",
            "revisions": [
              {
                "date": "2026-10-23",
                "change": "Added the case.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Traced the PerthNow account to the original July 1, 2025 7NEWS report. Retained the City of Stirling's original account, the original interviews with the swimmer and lifeguard, and ABC's separate later interview. Preserved that a bystander noticed the emergency and pulled the swimmer up, independently of the lifeguard alert.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Rewrote the short title and summary in plain language, preserving the reported benefit and material limits. Added the named publication or institution to the reviewed lead source for homepage display.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Identified the AI system or feature in the supporting summary, or stated that the source does not name the software. Preserved the reported benefit and material qualifications.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Shortened the homepage supporting statement to one sentence naming the system and its contribution; retained detailed outcomes and qualifications in the case account and source notes.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Revised the title and subtitle for natural phrasing, with named researchers, shorter dependencies, and less compressed terminology; preserved the system identities and evidence qualifications.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Assessed model identity, provider, and deployment configuration from the original case sources. Distinguished the named product and known hardware roles from the unreported model and release.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-25",
                "change": "Added Israel as the developer jurisdiction from Lynxight’s own company-address statement. Retained the policy only for corporate geography and preserved the event date, beneficiary account, system attribution, and ratings.",
                "source": "https://www.lynxight.com/legal/privacy-policy-pools-he",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Added the geography review to the revision history and preserved the previously assessed event chronology and its evidence.",
          "record_fields": [
            "date_observed",
            "date_basis",
            "date_precision",
            "revisions"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "partial"
      },
      "replication.attempts[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "replication.conditions": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "replication": {
              "produced_by": [
                "Camera analysis identified distress and sent a location alert.",
                "A nearby swimmer and trained lifeguards performed the rescue."
              ],
              "must_hold": [
                "The system must detect distress and deliver an alert that lifeguards can act on promptly."
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "revision_history[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "revisions": [
              {
                "date": "2026-10-23",
                "change": "Added the case.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Traced the PerthNow account to the original July 1, 2025 7NEWS report. Retained the City of Stirling's original account, the original interviews with the swimmer and lifeguard, and ABC's separate later interview. Preserved that a bystander noticed the emergency and pulled the swimmer up, independently of the lifeguard alert.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Rewrote the short title and summary in plain language, preserving the reported benefit and material limits. Added the named publication or institution to the reviewed lead source for homepage display.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Identified the AI system or feature in the supporting summary, or stated that the source does not name the software. Preserved the reported benefit and material qualifications.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Shortened the homepage supporting statement to one sentence naming the system and its contribution; retained detailed outcomes and qualifications in the case account and source notes.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Revised the title and subtitle for natural phrasing, with named researchers, shorter dependencies, and less compressed terminology; preserved the system identities and evidence qualifications.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-24",
                "change": "Assessed model identity, provider, and deployment configuration from the original case sources. Distinguished the named product and known hardware roles from the unreported model and release.",
                "source": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-25",
                "change": "Added Israel as the developer jurisdiction from Lynxight’s own company-address statement. Retained the policy only for corporate geography and preserved the event date, beneficiary account, system attribution, and ratings.",
                "source": "https://www.lynxight.com/legal/privacy-policy-pools-he",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Added the geography review to the revision history and preserved the previously assessed event chronology and its evidence.",
          "record_fields": [
            "revisions"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "partial"
      },
      "sector": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "domain": "Aquatic safety and rescue",
            "segment": "Public swimming pools"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "domain",
            "segment"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].access_version": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "reviewed_on": "2026-10-25",
            "versions_and_access": [
              {
                "source_url": "https://7news.com.au/news/ai-pool-monitoring-system-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19203045",
                "published_on": "2025-07-01",
                "status": "Original interviews and published date read."
              },
              {
                "source_url": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "status": "Operator article read through its indexed original page; repeated direct fetches timed out."
              },
              {
                "source_url": "https://www.lynxight.com/legal/privacy-policy-pools-he",
                "source_ref": "AIBD-0580-source-0004",
                "accessed_on": "2026-10-25",
                "language": "Hebrew",
                "status": "Original developer webpage inspected for corporate geography.",
                "locator": "Company details and contact information: Lynxight Ltd., 1 HaTzmicha Street, Yokneam Illit, Israel. Effective date at the beginning of the page.",
                "effective_date": "2026-08-23"
              }
            ],
            "limitations": [
              "The swimmer's clinical records and raw detection/alert timing are unavailable.",
              "The sources do not establish what would have happened without the alert. The bystander was already responding."
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Inspected the additional corporate-geography source and retained prior access and identity limitations.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "complete",
        "display": {
          "answer": "The pool operator and subsequent reporting describe the rescue. Clinical records and raw alert timings are unavailable. A bystander had already begun responding, so the alert’s effect on the outcome cannot be isolated.",
          "editor_note": ""
        }
      },
      "sources[].citation_locator": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "press release",
                "citation": "City of Stirling, July 1, 2025.",
                "title": "Power of anti-drowning technology on display at Stirling Leisure - Inglewood in WA’s first AI-assisted pool rescue",
                "url": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "date": "2025-07-01",
                "written_by": "deployer",
                "quote": "The swimmer was conscious and talking when he was taken away by paramedics and has since made a full recovery."
              },
              {
                "kind": "news report",
                "citation": "Petroska, R. (2025). AI pool monitoring system helps save life of swimmer suffering medical episode in the water. 7NEWS, July 1, 2025.",
                "title": "AI pool monitoring system helps save life of swimmer suffering medical episode in the water",
                "url": "https://7news.com.au/news/ai-pool-monitoring-system-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19203045",
                "date": "2025-07-01",
                "written_by": "independent",
                "quote": "Lifeguards were sent an urgent alert at the same time fellow swimmer Ofer Lefelman noticed something was wrong."
              },
              {
                "kind": "news report",
                "citation": "Lauren Smith and Isabel Moussalli, ABC News, December 31, 2025.",
                "title": "AI technology gives swimming pool lifeguards an extra set of eyes this summer",
                "url": "https://www.abc.net.au/news/2025-12-31/ai-system-to-help-lifeguards-in-pools-swim-safety/106172140",
                "date": "2025-12-31",
                "written_by": "independent",
                "quote": "our lifeguard was there pretty much a few seconds after that"
              },
              {
                "kind": "report",
                "citation": "Lynxight. “מדיניות פרטיות לאימון המערכת ולשיפורה” [Privacy policy for training and improving the system]. Effective August 23, 2026. Company details and contact information.",
                "title": "מדיניות פרטיות לאימון המערכת ולשיפורה",
                "url": "https://www.lynxight.com/legal/privacy-policy-pools-he",
                "date": "2026-08-23",
                "written_by": "makers"
              }
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Appended an original corporate-geography source while preserving the existing evidence, ordering, and clinical or system-identity qualifications.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "partial"
      },
      "sources[].id": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "role": "Retained evidence sources in reviewed order"
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Preserved all existing source identifiers and appended the primary corporate-geography source.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "sources[].language": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "sources[].relationship": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "press release",
                "citation": "City of Stirling, July 1, 2025.",
                "title": "Power of anti-drowning technology on display at Stirling Leisure - Inglewood in WA’s first AI-assisted pool rescue",
                "url": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "date": "2025-07-01",
                "written_by": "deployer",
                "quote": "The swimmer was conscious and talking when he was taken away by paramedics and has since made a full recovery."
              },
              {
                "kind": "news report",
                "citation": "Petroska, R. (2025). AI pool monitoring system helps save life of swimmer suffering medical episode in the water. 7NEWS, July 1, 2025.",
                "title": "AI pool monitoring system helps save life of swimmer suffering medical episode in the water",
                "url": "https://7news.com.au/news/ai-pool-monitoring-system-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19203045",
                "date": "2025-07-01",
                "written_by": "independent",
                "quote": "Lifeguards were sent an urgent alert at the same time fellow swimmer Ofer Lefelman noticed something was wrong."
              },
              {
                "kind": "news report",
                "citation": "Lauren Smith and Isabel Moussalli, ABC News, December 31, 2025.",
                "title": "AI technology gives swimming pool lifeguards an extra set of eyes this summer",
                "url": "https://www.abc.net.au/news/2025-12-31/ai-system-to-help-lifeguards-in-pools-swim-safety/106172140",
                "date": "2025-12-31",
                "written_by": "independent",
                "quote": "our lifeguard was there pretty much a few seconds after that"
              },
              {
                "kind": "report",
                "citation": "Lynxight. “מדיניות פרטיות לאימון המערכת ולשיפורה” [Privacy policy for training and improving the system]. Effective August 23, 2026. Company details and contact information.",
                "title": "מדיניות פרטיות לאימון המערכת ולשיפורה",
                "url": "https://www.lynxight.com/legal/privacy-policy-pools-he",
                "date": "2026-08-23",
                "written_by": "makers"
              }
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Appended an original corporate-geography source while preserving the existing evidence, ordering, and clinical or system-identity qualifications.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "partial"
      },
      "sources[].upstream_sources": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "reviewed_on": "2026-10-25",
            "lead_source_ref": "AIBD-0580-source-0001",
            "retained_source_order": [
              "AIBD-0580-source-0001",
              "AIBD-0580-source-0002",
              "AIBD-0580-source-0003",
              "AIBD-0580-source-0004"
            ],
            "origins": [
              {
                "url": "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                "contribution": "Original operator account dates the incident to June 10 and reports recovery.",
                "locator": "Incident description, Cameron Menzies's account, and recovery statement.",
                "relationship": "Deployer report. No raw alert log or medical record is supplied.",
                "source_refs": [
                  "AIBD-0580-source-0001"
                ],
                "display_name": "City of Stirling"
              },
              {
                "url": "https://7news.com.au/news/ai-pool-monitoring-system-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19203045",
                "contribution": "Direct interviews add the bystander's actions and the lifeguard's cautious description of the alert.",
                "locator": "Ofer Lefelman and Cameron interviews in the report.",
                "relationship": "Original reporting; same rescue, not a clinical counterfactual.",
                "source_refs": [
                  "AIBD-0580-source-0002"
                ]
              },
              {
                "url": "https://www.abc.net.au/news/2025-12-31/ai-system-to-help-lifeguards-in-pools-swim-safety/106172140",
                "contribution": "Separate interview with the city's leisure manager describes the sequence of bystander and lifeguard arrival.",
                "locator": "Duncan Hutton interview about the Inglewood rescue.",
                "relationship": "Original later reporting based on operator testimony; no independent clinical verification.",
                "source_refs": [
                  "AIBD-0580-source-0003"
                ]
              },
              {
                "url": "https://www.lynxight.com/legal/privacy-policy-pools-he",
                "contribution": "Establishes the developer’s company address in Israel. Retained for corporate geography only.",
                "locator": "Company details and contact information: Lynxight Ltd., 1 HaTzmicha Street, Yokneam Illit, Israel. Effective date at the beginning of the page.",
                "relationship": "Original developer policy in Hebrew. It supplies no new evidence about the swimmer’s rescue or recovery.",
                "source_refs": [
                  "AIBD-0580-source-0004"
                ],
                "display_name": "Lynxight"
              }
            ],
            "claim_chains": [
              {
                "claim": "Alert, rescue and recovery",
                "path": [
                  "https://www.stirling.wa.gov.au/city-and-council/news/power-of-anti-drowning-technology-on-display-at-stirling-leisure-%E2%80%93-inglewood-in-wa%E2%80%99s-first-ai-assist",
                  "https://7news.com.au/news/ai-pool-monitoring-system-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19203045",
                  "https://www.abc.net.au/news/2025-12-31/ai-system-to-help-lifeguards-in-pools-swim-safety/106172140"
                ],
                "finding": "The operator is the original source for the June 10 date and full recovery. The two original reports add interviews and the crucial human-rescuer qualification."
              },
              {
                "claim": "Secondary-source origin",
                "path": [
                  "https://www.perthnow.com.au/wa/perth/north/stirling/ai-pool-monitoring-system-in-stirling-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19213706",
                  "https://7news.com.au/news/ai-pool-monitoring-system-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19203045"
                ],
                "finding": "PerthNow repeats 7NEWS interviews. The original 7NEWS report replaces it rather than being counted alongside it."
              },
              {
                "claim": "Developer jurisdiction and geographic scope",
                "path": [
                  "https://www.lynxight.com/legal/privacy-policy-pools-he"
                ],
                "finding": "Lynxight’s Hebrew policy, effective August 23, 2026, identifies Lynxight Ltd. at 1 HaTzmicha Street, Yokneam Illit, Israel. This establishes the company’s stated jurisdiction as of the policy date, not an independently verified historical address on the June 2025 rescue date. The existing Australian deployer and benefit location are preserved from the reviewed City of Stirling account. The policy adds no evidence about the rescue outcome."
              }
            ],
            "limitations": [
              "The swimmer's clinical records and raw detection/alert timing are unavailable.",
              "The sources do not establish what would have happened without the alert. The bystander was already responding."
            ],
            "excluded_or_consolidated_sources": [
              {
                "url": "https://www.perthnow.com.au/wa/perth/north/stirling/ai-pool-monitoring-system-in-stirling-helps-save-life-of-swimmer-suffering-medical-episode-in-the-water-c-19213706",
                "reason": "Republication of the 7NEWS report, with no additional evidence for this case."
              }
            ],
            "review_scope": "Traced the claims in this case through accessible original publications and relevant embedded references, tables, appendices, corrections, and supplements. The stated access limits remain unresolved. Additional review on October 25, 2026, establishes developer jurisdiction and clarifies geographic scope; prior clinical and attribution limitations remain unchanged."
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Added corporate geography and its original source without repeating or replacing the prior clinical and system-identity assessments.",
          "record_fields": [
            "evidence",
            "developer_country",
            "location"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003",
            "AIBD-0580-source-0004"
          ],
          "reviewed_on": "2026-10-25"
        },
        "review_state": "reviewed",
        "coverage": "complete",
        "display": {
          "answer": "The City of Stirling reports the rescue. Separate 7NEWS and ABC interviews add accounts from a bystander, lifeguard, and leisure manager. Lynxight’s policy establishes its corporate address, not the rescue outcome.",
          "editor_note": ""
        }
      },
      "strategic_assessments[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "strategic assessments"
      },
      "summary": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "summary": "Lynxight sent his location and images from the pool’s cameras to a lifeguard’s smartwatch.",
            "account": "On June 10, 2025, a man suffered a medical episode and sank in the outdoor pool at Stirling Leisure - Inglewood, Perth. Lynxight sent lifeguard Cameron Menzies a smartwatch alert with the swimmer's location and images. Another swimmer, Ofer Lefelman, independently noticed the emergency and lifted the man to the surface. Menzies and fellow lifeguards brought him out of the water. The City of Stirling reports that he was conscious when paramedics took him away and later recovered fully. ABC subsequently interviewed the city's operations coordinator, who credited the alert with accelerating the lifeguard's response."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "summary",
            "account"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].autonomy_permissions": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].component_role": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].deployment_configuration": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "inputs": "Images from the pool’s existing CCTV cameras.",
            "outputs": "A smartwatch alert with the swimmer’s location and camera images.",
            "human_action": "Lifeguards and a fellow swimmer rescued the swimmer.",
            "unreported_details": [
              "Underlying model and release",
              "Installed software version",
              "Specific camera model"
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Recorded the deployment components that the original case accounts describe.",
          "record_fields": [
            "system",
            "model_version"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003"
          ],
          "reviewed_on": "2026-10-24"
        },
        "review_state": "reviewed",
        "coverage": "partial",
        "display": {
          "answer": "Lynxight analyzed images from the pool’s existing cameras and sent a smartwatch alert with the swimmer’s location and camera images.",
          "editor_note": ""
        }
      },
      "systems[].inputs_outputs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_name": {
        "state": "not_reported",
        "provenance": {
          "kind": "source_review",
          "basis": "The original pool-operator account and subsequent reporting identify Lynxight, but do not name the underlying model, release, camera model, or installed software version.",
          "record_fields": [
            "system",
            "model_version"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003"
          ],
          "reviewed_on": "2026-10-24"
        },
        "reason": "The original pool-operator account and subsequent reporting identify Lynxight, but do not name the underlying model, release, camera model, or installed software version.",
        "review_state": "reviewed",
        "coverage": "complete",
        "display": {
          "answer": "Lynxight’s detector for unusual swimmer behavior. The operator’s account gives no separate model name.",
          "editor_note": ""
        }
      },
      "systems[].model_version": {
        "state": "not_reported",
        "provenance": {
          "kind": "source_review",
          "basis": "The original pool-operator account and subsequent reporting identify Lynxight, but do not name the underlying model, release, camera model, or installed software version.",
          "record_fields": [
            "system",
            "model_version"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003"
          ],
          "reviewed_on": "2026-10-24"
        },
        "reason": "The original pool-operator account and subsequent reporting identify Lynxight, but do not name the underlying model, release, camera model, or installed software version.",
        "review_state": "reviewed",
        "coverage": "complete",
        "display": {
          "answer": "The installed model and software releases are not disclosed.",
          "editor_note": ""
        }
      },
      "systems[].product_name": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "system": "Lynxight AI pool monitoring with CCTV analysis and smartwatch alerts"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "system"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].provider": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "application_developer": "Lynxight",
            "underlying_model_provider": "No separate model provider is identified."
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "The original operator or research-institution report identifies the application developer.",
          "record_fields": [
            "developer",
            "system"
          ],
          "source_refs": [
            "AIBD-0580-source-0001",
            "AIBD-0580-source-0002",
            "AIBD-0580-source-0003"
          ],
          "reviewed_on": "2026-10-24"
        },
        "review_state": "reviewed",
        "coverage": "partial"
      },
      "taxonomy_crosswalks[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "title": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "title": "Lynxight alerts lifeguards to an unconscious swimmer at Inglewood Pool; he recovers fully after rescue",
            "headline": "Lifeguards and a fellow swimmer rescued an unconscious man"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "title",
            "headline"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "version": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "c59b561f1965f0513531983bd68b819e8e40dce2523d8ea5c9a9594bc9dd78f7"
          ],
          "role": "SHA-256 of normalized original case data"
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Recomputed the fingerprint after the system-identity and model-version review.",
          "record_fields": [
            "revisions"
          ],
          "source_refs": [],
          "reviewed_on": "2026-10-24"
        },
        "review_state": "record_mapped",
        "coverage": "complete"
      },
      "workflow": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "On June 10, 2025, a man suffered a medical episode and sank in the outdoor pool at Stirling Leisure - Inglewood, Perth. Lynxight sent lifeguard Cameron Menzies a smartwatch alert with the swimmer's location and images. Another swimmer, Ofer Lefelman, independently noticed the emergency and lifted the man to the surface. Menzies and fellow lifeguards brought him out of the water. The City of Stirling reports that he was conscious when paramedics took him away and later recovered fully. ABC subsequently interviewed the city's operations coordinator, who credited the alert with accelerating the lifeguard's response.",
            "replication": {
              "produced_by": [
                "Camera analysis identified distress and sent a location alert.",
                "A nearby swimmer and trained lifeguards performed the rescue."
              ],
              "must_hold": [
                "The system must detect distress and deliver an alert that lifeguards can act on promptly."
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "account",
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      }
    },
    "summary": {
      "total": 91,
      "addressed": 91,
      "known": 32,
      "reviewed": 13,
      "record_mapped": 21,
      "not_assessed": 57,
      "complete": false,
      "by_state": {
        "value_present": 32,
        "not_reported": 2,
        "unresolved": 0,
        "not_assessed": 57,
        "not_applicable": 0,
        "withheld": 0,
        "source_unavailable": 0
      }
    }
  }
}