{ "id": "AIBD-0155", "title": "LEADERG's “AI door god” camera analytics at Beigang Wude Temple flags smoke in an empty office a minute before charging lithium batteries burst; the night clerk and Yunlin firefighters hold the 5 February 2026 fire to ten square meters, nobody hurt, main hall untouched", "summary": "AI camera analytics flagged smoke in an empty temple office a minute before a battery fire; held to 10 m², no injuries, main hall intact.", "date_observed": "2026-02-05", "date_basis": "unassessed", "date_precision": "unassessed", "benefit_status": null, "source_collection": null, "source_entry": null, "account": "At about 05:30 on 5 February 2026 the AI門神 (AI door god) system flagged smoke in a first-floor office and machine room, empty after hours. The system is run by 立達軟體 (LEADERG Inc.) over the closed-circuit television (CCTV) of Beigang Wude Temple, Yunlin County, Taiwan. It messaged the front desk, the general manager and chairman 林安樂, in Japan, by LINE. The night-duty clerk reached the room with an extinguisher within a minute. At 05:33 overheated lithium batteries beside a tool charger burst and flames spread. Staff called 119 at 05:36. Yunlin County Fire Bureau crews arrived at 05:44, controlled it at 06:10 and put it out at 06:14. Ten square meters burned. Nobody was hurt. The main hall and statues were untouched.", "category": "protective response", "unexpected": false, "purpose": "AI門神 (“AI door god: temple AI fire-and-theft prevention system”) was built to run AI image recognition over a temple's existing CCTV. It was built to detect excess smoke, flame and suspicious behavior, and to alert staff by SMS, LINE or email. CTS reported in December 2024 that Wude Temple's door-god system would sound an alarm at once on abnormal smoke. Flagging smoke before a fire was exactly its designed purpose.", "system": "AI門神：宮廟AI防火防盜系統 (AI Door God: temple AI fire-and-theft prevention system), AI image recognition over the temple's existing CCTV with alerts by SMS, LINE and email", "model_version": "Not named. Advantech's case study says the image-recognition algorithms were developed with a large language model as the basis and run on an Advantech IPC-730 with a SKY-QUAD-5000A-32 accelerator card at about five seconds per frame.", "developer": "立達軟體科技股份有限公司 (LEADERG Inc.), Taiwan", "deployer": "北港武德宮 (Beigang Wude Temple)", "location": "Beigang, Taiwan", "domain": "Fire safety (religious site)", "segment": "Temple and cultural-asset protection: AI video analytics on existing CCTV", "benefit_type": "Reduced Risk", "taxonomy_note": "Fire spread averted is read as reduced potential for harm; Trustible's description stresses legal harm.", "registry_ids": { "oecd_aim": "2026-02-04-4944" }, "ratings": [ { "group": "organizational", "depth": 2, "reason": "The temple's loss was the contents of one first-floor office of about ten square meters (staff lockers, some tea, sweets, incense and joss paper). The main hall, statues and worship areas were untouched. The temple stayed open in the run-up to the Lunar New Year crowds. The fire bureau credited the reinforced-concrete structure and its own eight-minute arrival for the containment. A conventional smoke alarm sounded as well. So the share attributable to the AI alert is a minute or two of earlier warning, not the whole saved building." } ], "ai_role": { "status": "assessed", "statement": "The system's documented contribution is the first alert. By the temple's own log it detected smoke at 05:30, a minute before the lithium batteries burst at 05:33. It messaged the front desk, the general manager and the chairman in sequence over LINE. That is how a chairman asleep in Nara came to follow the fire on the temple's cameras. The suppression was human. The clerk's extinguisher failed once the batteries burst. The Yunlin County Fire Bureau's eight trucks and eighteen firefighters, called at 05:36, controlled the fire at 06:10. UDN reports that a residential smoke alarm (住警器) sounded as well. The Third Brigade commander 陳岳謄 attributed the containment to the building's reinforced-concrete structure and the crews' quick arrival without mentioning the AI. The LINE relay from the vendor is the chairman's account, not the bureau's." }, "evidence": [ { "kind": "news report", "citation": "蔡維斌 / 聯合新聞網 (2026). 「財神祖廟」北港武德宮火警！AI警報響起快速撲滅…人員幸運無傷. UDN, 5 February 2026.", "title": "「財神祖廟」北港武德宮火警！AI警報響起快速撲滅…人員幸運無傷", "url": "https://udn.com/news/story/7320/9310088", "date": "2026-02-05", "written_by": "independent", "quote": "幸廟內設有AI警報系統及住警器，馬上發出警報聲響" }, { "kind": "news report", "citation": "蔡維斌 / 聯合新聞網 (2026). 強大AI！人在日本的武德宮主委被AI警報嚇醒…跨海還原火警現場. UDN, 5 February 2026.", "title": "強大AI！人在日本的武德宮主委被AI警報嚇醒…跨海還原火警現場", "url": "https://udn.com/news/story/7320/9310526", "date": "2026-02-05", "written_by": "independent", "quote": "在火勢發生前一分鐘系統即已示警煙霧產生" }, { "kind": "news report", "citation": "吳淑萍 / TVBS新聞網 (2026). 北港武德宮清晨竄火！鋰電池充電爆炸　「AI門神」示警救廟. TVBS, 5 February 2026.", "title": "北港武德宮清晨竄火！鋰電池充電爆炸　「AI門神」示警救廟", "url": "https://news.tvbs.com.tw/local/3120819", "date": "2026-02-05", "written_by": "independent", "quote": "5點30分系統偵測到煙霧，5點32分人工察看確認狀況" }, { "kind": "news report", "citation": "蘇榮泉 / 觀傳媒 (2026). （有影片）／AI火警系統即時示警　北港武德宮火勢10分鐘內受控. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "（有影片）／AI火警系統即時示警　北港武德宮火勢10分鐘內受控", "url": "https://n.yam.com/Article/20260205444546", "date": "2026-02-05", "written_by": "independent", "quote": "消防人員於6時10分成功控制火勢，並於6時14分完全撲滅" }, { "kind": "news report", "citation": "洪佳伶 / 觀傳媒 (2026). AI門神立大功！北港武德宮幹部辦公室火警 主委跨海監控、10分鐘內控制火勢. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "AI門神立大功！北港武德宮幹部辦公室火警 主委跨海監控、10分鐘內控制火勢", "url": "https://n.yam.com/Article/20260205197916", "date": "2026-02-05", "written_by": "independent", "quote": "在火勢轉劇前一分鐘便偵測到煙霧，並依序通知櫃檯、總幹事" }, { "kind": "news report", "citation": "華視新聞 / CTS (2026). 「AI門神」立功！　武德宮火警偵測回報　快速控制火勢. CTS News, 5 February 2026.", "title": "「AI門神」立功！　武德宮火警偵測回報　快速控制火勢", "url": "https://news.cts.com.tw/cts/general/202602/202602052559104.html", "date": "2026-02-05", "written_by": "independent", "quote": "好險有AI門神，幫我們守護住，所以我們可以趕快第一時間" }, { "kind": "news report", "citation": "鄧庭婷 / NOWnews今日新聞 (2026). 北港武德宮火警！「1科技」即時通報立大功　主委：不幸中的大幸. NOWnews, 5 February 2026.", "title": "北港武德宮火警！「1科技」即時通報立大功　主委：不幸中的大幸", "url": "https://www.nownews.com/news/6783602", "date": "2026-02-05", "written_by": "independent", "quote": "AI系統在火起前的關鍵一分鐘發出示警" }, { "kind": "news report", "citation": "莊曜聰 / 壹蘋新聞網 (2026). 北港武德宮火警損失輕微靠「兩功臣」　主委林安樂赴日收警報嘆「沒放假的命」. NextApple, 5 February 2026.", "title": "北港武德宮火警損失輕微靠「兩功臣」　主委林安樂赴日收警報嘆「沒放假的命」", "url": "https://news.nextapple.com/local/20260205/E631BE3355F1C46E511BAEBE0A5D0D61", "date": "2026-02-05", "written_by": "independent", "quote": "還有「門神系統」可以示警防災，這次果然派上用場" }, { "kind": "news report", "citation": "蘇峯毅 / 台灣好報 (2026). 清晨火警驚魂　北港武德宮即時搶救守住信仰中心. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "清晨火警驚魂　北港武德宮即時搶救守住信仰中心", "url": "https://n.yam.com/Article/20260205590605", "date": "2026-02-05", "written_by": "independent", "quote": "AI系統在火勢形成前即已示警，加上長年夜間留守制度" }, { "kind": "news report", "citation": "華視新聞 / CTS (2024). AI進駐宮廟　統計人流.預防火災還能「解籤詩」. Syndicated on Yahoo奇摩新聞, 23 December 2024.", "title": "AI進駐宮廟　統計人流.預防火災還能「解籤詩」", "url": "https://tw.news.yahoo.com/ai%E9%80%B2%E9%A7%90%E5%AE%AE%E5%BB%9F-%E7%B5%B1%E8%A8%88%E4%BA%BA%E6%B5%81-%E9%A0%90%E9%98%B2%E7%81%AB%E7%81%BD%E9%82%84%E8%83%BD-%E8%A7%A3%E7%B1%A4%E8%A9%A9-121500289.html", "date": "2024-12-23", "written_by": "independent", "quote": "門神系統，只要偵測到煙霧異常，有火災的疑慮，會立刻發出警報" }, { "kind": "press release", "citation": "Advantech (2025). 立達軟體攜手研華AI門神：創新技術助力寺廟文化資產保護. Advantech case study, 15 April 2025.", "title": "立達軟體攜手研華AI門神：創新技術助力寺廟文化資產保護", "url": "https://www.advantech.com/en-us/resources/case-study/%E7%AB%8B%E9%81%94%E8%BB%9F%E9%AB%94%E6%94%9C%E6%89%8B%E7%A0%94%E8%8F%AFai%E9%96%80%E7%A5%9E%EF%BC%9A%E5%89%B5%E6%96%B0%E6%8A%80%E8%A1%93%E5%8A%A9%E5%8A%9B%E5%AF%BA%E5%BB%9F%E6%96%87%E5%8C%96%E8%B3%87%E7%94%A2%E4%BF%9D%E8%AD%B7", "date": "2025-04-15", "written_by": "makers", "quote": "偵測特定區域內是否有過量的煙霧、火焰及可疑行為" }, { "kind": "news report", "citation": "聯合新聞網 UDN (2026). 指南宮大火啟示錄！雲林兩大廟分享防火經驗「要神也要人」. udn.com, 25 August 2026.", "title": "指南宮大火啟示錄！雲林兩大廟分享防火經驗「要神也要人」", "url": "https://udn.com/news/story/7326/9714008", "date": "2026-08-25", "written_by": "independent", "quote": null } ], "replication": { "produced_by": [ "A camera-analytics system (AI門神) already watching the office over the temple's existing CCTV. It was set to alert on small amounts of smoke and to message a named chain of people (front desk, general manager, chairman) over LINE.", "A staffed night watch. The temple has kept someone on duty every night since it moved to the site in 1980 (民國69年). So the alert had a clerk a minute away with an extinguisher.", "A slow start to the fire. A tool charger and lithium batteries smoked before the batteries burst at 05:33, which gave the alert a minute's lead.", "A fire brigade eight minutes away and a reinforced-concrete annex that held the fire to one room, as the Third Brigade commander said." ], "must_hold": [ "The alert reaches a person who can act within minutes. At an unstaffed site the lead time is worth little.", "The camera covers the rooms where fires start (here an office and machine room with chargers, beside stored joss paper), not only the shrine.", "The AI alert complements conventional detectors rather than replacing them. A residential smoke alarm sounded here as well." ], "echoes": [ { "date": null, "setting": "OECD AIM 2023-09-12-f6ac: ALERTCalifornia's AI flags a 3 am smoke column near Mount Laguna, human operators verify it and Cal Fire holds the fire (camera smoke detection with a human in the loop and a brigade response).", "model_version": null, "outcome": "unknown", "source": null }, { "date": null, "setting": "OECD AIM 2025-09-13-b5dc: Taichung EPB's AI smoke-recognition system catches a serial roadside waste burner (Taiwanese camera smoke analytics in a different use).", "model_version": null, "outcome": "unknown", "source": null } ] }, "paired_incident": null, "headline": "LEADERG's AI door god flags smoke; temple fire held to 10 m²", "metric": "held to 10 m², no injuries, main hall intact", "comparator": { "against": "the temple's overnight duty staff relying on their own watch, without the AI smoke alert", "before": null, "after": "在火勢轉劇前一分鐘便偵測到煙霧", "basis": "assumed", "quote": "AI系統非常專業，在火勢轉劇前一分鐘便偵測到煙霧，並依序通知櫃檯、總幹事及我本人", "url": "https://n.yam.com/Article/20260205197916" }, "later": { "status": "persisted", "date": "2026-08-25", "note": "In August 2026, after the Zhinan Temple fire in Taipei, UDN reported Wude Temple still relying on its AI alarm system combined with the cameras, recounting the February fire as the case that proved it; no other temple adopting the system is reported.", "quote": "今年2月廟的右側辦公室、倉庫，也在清晨沒人時發生火警，幸好廟方全面改裝「AI警報系統」結合監視器", "url": "https://udn.com/news/story/7326/9714008" }, "value": null, "developer_country": "Taiwan", "deployer_country": "Taiwan", "unrated_because": null, "brief_notes": null, "brief": null, "revisions": [ { "date": "2026-10-20", "change": "Record drafted from the OECD Monitor entry and the cited sources. Filed as protective response with prevention unproven rather than the classifier's specific harm prevented: the protective action (a smoke alert at 05:30, a minute before the batteries burst, relayed over LINE to the front desk, general manager and chairman) is documented by the temple's own timeline as reported by TVBS, UDN, NOWnews, 觀傳媒 and CTS, and the outcome by the Yunlin County Fire Bureau's figures, but the counterfactual is not shown: UDN reports that a residential smoke alarm (住警器) sounded as well, a clerk was on night duty in any case, and the Third Brigade commander 陳岳謄 credited the RC structure and the crews' quick arrival without mentioning the AI. The Monitor's date of 4 February is the UTC date; every source puts the fire at about 05:30 on 5 February 2026 Taiwan time (21:30 UTC on 4 February), so the date observed is 5 February. Times differ between the temple's log (fire controlled 05:51) and the fire bureau (controlled 06:10, extinguished 06:14); the record uses the bureau's. The cause (a tool charger and lithium batteries) is the chairman's account; UDN's first report says the bureau was still investigating and the secretary general 蘇建華 told TVBS he suspected wiring. The vendor is named by the chairman as 立達軟體; its identity as LEADERG Inc. and the system's design (AI image recognition over existing CCTV on Advantech hardware, alerts by SMS, LINE or email, deployed at Wude Temple) come from Advantech's April 2025 case study, which is partner-authored and used only as an additional source. The Monitor lists China Times, which could not be read (Cloudflare challenge directly and through a text proxy; web.archive.org is blocked for this tool); its four yam.com links are syndications of 觀傳媒 (two), 台灣好報 and 創新聞. The CTS broadcast report of 5 February and CTS's December 2024 piece on the door-god system were found through Brave, as WebSearch was exhausted; DuckDuckGo and Mojeek returned nothing. The chairman's Facebook post was not read; it is quoted by UDN, NOWnews and NextApple. No Yunlin County Fire Bureau release was found on its own site; its statements are quoted by 觀傳媒, 台灣好報 and 創新聞, and CTS quotes the Beigang sub-station chief 陳思淵. The Monitor's country field is “Chinese Taipei”; the record says Taiwan, as every source does. Raw HTML of every source read is kept in src_4944.", "source": "https://oecd.ai/en/incidents/2026-02-04-4944", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Benefit type set to Reduced Risk 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": "Added what the benefit is measured against, what happened since from the cited sources.", "source": "https://n.yam.com/Article/20260205197916; https://udn.com/news/story/7326/9714008", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Country of the developer and the deployer added from the organization's own site or a registry.", "source": "https://www.leaderg.com/tw/contact_us; https://zh.wikipedia.org/wiki/北港武德宮", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.", "source": null, "editor": "AIBD" }, { "date": "2026-10-25", "change": "Clarified the displayed field answers and placed measurements and limitations in their respective fields.", "source": null, "editor": "AIBD" } ], "confidence": "reported", "shade": "medium", "claim_status": "Independently reported", "claim_basis": "Sources: 11 independent news reports and the makers' press release. The cited evidence includes no independent study or report and no finding by a regulator or court.", "profile": { "case_id": "AIBD-0155", "catalog_version": "1.0.0", "source_fingerprint": "d9e50b5220d086e0c9bd46b934073b730fafc534e423027f5f3acbdea2c79fa3", "collection_refs": [ { "collection_id": "aibd", "version": "snapshot-8bf7cfec9cb185aa" }, { "collection_id": "aibd", "version": "2026-10-25" }, { "collection_id": "adyt", "version": "2026-10-25" } ], "source_ids": [ "AIBD-0155-source-0001", "AIBD-0155-source-0002", "AIBD-0155-source-0003", "AIBD-0155-source-0004", "AIBD-0155-source-0005", "AIBD-0155-source-0006", "AIBD-0155-source-0007", "AIBD-0155-source-0008", "AIBD-0155-source-0009", "AIBD-0155-source-0010", "AIBD-0155-source-0011", "AIBD-0155-source-0012" ], "families": { "strategic assessments": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "record_ids": [] }, "evaluations": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "record_ids": [] }, "monetary observations": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "record_ids": [] }, "institutional decisions": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "record_ids": [] } }, "fields": { "actors[]": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "developer": "立達軟體科技股份有限公司 (LEADERG Inc.), Taiwan", "deployer": "北港武德宮 (Beigang Wude Temple)" } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "developer", "deployer" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "actors[].ownership_control": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "ai_contribution": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "ai_role": { "status": "assessed", "statement": "The system's documented contribution is the first alert. By the temple's own log it detected smoke at 05:30, a minute before the lithium batteries burst at 05:33. It messaged the front desk, the general manager and the chairman in sequence over LINE. That is how a chairman asleep in Nara came to follow the fire on the temple's cameras. The suppression was human. The clerk's extinguisher failed once the batteries burst. The Yunlin County Fire Bureau's eight trucks and eighteen firefighters, called at 05:36, controlled the fire at 06:10. UDN reports that a residential smoke alarm (住警器) sounded as well. The Third Brigade commander 陳岳謄 attributed the containment to the building's reinforced-concrete structure and the crews' quick arrival without mentioning the AI. The LINE relay from the vendor is the chairman's account, not the bureau's." } } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "ai_role" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial", "display": { "answer": "According to the temple’s log, AI Door God detected smoke at 05:30 and sent alerts through LINE. The chairman followed the developing fire through the temple’s cameras.", "editor_note": "" } }, "ai_relationship": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "category": "protective response", "ai_role": { "status": "assessed", "statement": "The system's documented contribution is the first alert. By the temple's own log it detected smoke at 05:30, a minute before the lithium batteries burst at 05:33. It messaged the front desk, the general manager and the chairman in sequence over LINE. That is how a chairman asleep in Nara came to follow the fire on the temple's cameras. The suppression was human. The clerk's extinguisher failed once the batteries burst. The Yunlin County Fire Bureau's eight trucks and eighteen firefighters, called at 05:36, controlled the fire at 06:10. UDN reports that a residential smoke alarm (住警器) sounded as well. The Third Brigade commander 陳岳謄 attributed the containment to the building's reinforced-concrete structure and the crews' quick arrival without mentioning the AI. The LINE relay from the vendor is the chairman's account, not the bureau's." } } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "ai_role", "category" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "assessments[].alternatives": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "assessments[].assessor_date": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "assessments[].depth": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "ratings": [ { "group": "organizational", "depth": 2, "reason": "The temple's loss was the contents of one first-floor office of about ten square meters (staff lockers, some tea, sweets, incense and joss paper). The main hall, statues and worship areas were untouched. The temple stayed open in the run-up to the Lunar New Year crowds. The fire bureau credited the reinforced-concrete structure and its own eight-minute arrival for the containment. A conventional smoke alarm sounded as well. So the share attributable to the AI alert is a minute or two of earlier warning, not the whole saved building." } ] } }, "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" }, "assessments[].display_confidence": { "state": "value_present", "value": { "kind": "structured", "data": { "confidence": "medium", "evidence_word": "reported", "claim_status": "Independently reported", "basis": "Sources: 11 independent news reports and the makers' press release. The cited evidence includes no independent study or report and no finding by a regulator or court.", "interpretation": "Existing display rule preserved; the richer outcome-specific confidence question still needs review." } }, "provenance": { "kind": "curatorial", "basis": "Derived from the existing case display properties; not a new evidentiary judgment.", "record_fields": [], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "assessments[].rationale": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "ratings": [ { "group": "organizational", "depth": 2, "reason": "The temple's loss was the contents of one first-floor office of about ten square meters (staff lockers, some tea, sweets, incense and joss paper). The main hall, statues and worship areas were untouched. The temple stayed open in the run-up to the Lunar New Year crowds. The fire bureau credited the reinforced-concrete structure and its own eight-minute arrival for the containment. A conventional smoke alarm sounded as well. So the share attributable to the AI alert is a minute or two of earlier warning, not the whole saved building." } ] } }, "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", "display": { "answer": "The fire damaged one office, while the main hall and worship areas remained usable. The temple stayed open. The fire bureau credited the concrete structure and firefighters’ arrival for containment. The AI alert provided earlier warning, but the evidence does not isolate its contribution to the damage avoided." } }, "assessments[].rubric_version": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "assessments[].status_basis": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "assessments[].target": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "ratings": [ { "group": "organizational", "depth": 2, "reason": "The temple's loss was the contents of one first-floor office of about ten square meters (staff lockers, some tea, sweets, incense and joss paper). The main hall, statues and worship areas were untouched. The temple stayed open in the run-up to the Lunar New Year crowds. The fire bureau credited the reinforced-concrete structure and its own eight-minute arrival for the containment. A conventional smoke alarm sounded as well. So the share attributable to the AI alert is a minute or two of earlier warning, not the whole saved building." } ] } }, "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" }, "availability": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "brief": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "case_kind": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "case_links[]": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "claims[].evidence_links": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "claims[].evidence_strength": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "claims[].missingness": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "claims[].proposition": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "cross_border_flows[]": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "decisions[].action_outcome": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "institutional decisions" }, "decisions[].grounds": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "institutional decisions" }, "decisions[].institution_task": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "institutional decisions" }, "decisions[].success_criterion": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "institutional decisions" }, "deployment_stage": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "economics[].amount": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].costs[]": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].counterfactual": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].currency_price_basis": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].gross_net": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].measure_type": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].period_unit": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].realization": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].recipient_payer": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].return_payback": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "economics[].valuation_method": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "monetary observations" }, "evaluations[].ai_uplift": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].comparator": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].design": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].effect": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations", "display": { "answer": "The temple reports that the software detected smoke about one minute before the batteries burst. A conventional smoke alarm also sounded. The AI alert’s separate effect on the damage is unmeasured." } }, "evaluations[].exposure": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].id": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].measurement_method": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].metric": { "state": "not_assessed", "provenance": { "kind": "legacy_record", "basis": "Mapped from the existing case description without a new external source review.", "record_fields": [ "metric" ], "source_refs": [] }, "review_state": "not_assessed", "coverage": "partial", "family": "evaluations", "display": { "answer": "Warning time, area damaged, injuries, and continued use of the temple." } }, "evaluations[].reproduction_materials": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].setting_sample": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "evaluations" }, "evaluations[].uncertainty_limitations": { "state": "not_assessed", "provenance": { "kind": "legacy_record", "basis": "Mapped from the existing case description without a new external source review.", "record_fields": [ "ai_role", "account" ], "source_refs": [] }, "review_state": "not_assessed", "coverage": "partial", "family": "evaluations", "display": { "answer": "The temple’s account supplies the alert chronology. A residential smoke alarm also sounded. The fire service attributed containment to the building’s concrete structure and the firefighters’ arrival, without identifying a separate contribution from AI.", "editor_note": "" } }, "external_references[]": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "registry_ids": { "oecd_aim": "2026-02-04-4944" } } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "registry_ids" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "follow_up[]": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "later": { "status": "persisted", "date": "2026-08-25", "note": "In August 2026, after the Zhinan Temple fire in Taipei, UDN reported Wude Temple still relying on its AI alarm system combined with the cameras, recounting the February fire as the case that proved it; no other temple adopting the system is reported.", "quote": "今年2月廟的右側辦公室、倉庫，也在清晨沒人時發生火警，幸好廟方全面改裝「AI警報系統」結合監視器", "url": "https://udn.com/news/story/7326/9714008" } } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "later" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "human_oversight": { "state": "value_present", "value": { "kind": "text", "text": "A clerk attempted to extinguish the fire. Firefighters controlled it after the temple called the fire service." }, "provenance": { "kind": "legacy_record", "basis": "Mapped from the existing case description without a new external source review.", "record_fields": [ "ai_role", "account" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "id": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "id": "AIBD-0155" } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "id" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "infrastructure_dependencies[]": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "outcomes[].beneficiaries": { "state": "value_present", "value": { "kind": "text", "text": "Beigang Wude Temple and the people who used it." }, "provenance": { "kind": "legacy_record", "basis": "Moved the specific information already present in the entry into its applicable question. No new source review is implied.", "record_fields": [ "account", "ratings" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial", "display": { "answer": "Beigang Wude Temple and the people who used it." } }, "outcomes[].beneficiary_count": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "outcomes[].benefit_type": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "benefit_type": "Reduced Risk", "taxonomy_note": "Fire spread averted is read as reduced potential for harm; Trustible's description stresses legal harm." } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "benefit_type", "taxonomy_note" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "outcomes[].claim": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "account": "At about 05:30 on 5 February 2026 the AI門神 (AI door god) system flagged smoke in a first-floor office and machine room, empty after hours. The system is run by 立達軟體 (LEADERG Inc.) over the closed-circuit television (CCTV) of Beigang Wude Temple, Yunlin County, Taiwan. It messaged the front desk, the general manager and chairman 林安樂, in Japan, by LINE. The night-duty clerk reached the room with an extinguisher within a minute. At 05:33 overheated lithium batteries beside a tool charger burst and flames spread. Staff called 119 at 05:36. Yunlin County Fire Bureau crews arrived at 05:44, controlled it at 06:10 and put it out at 06:14. Ten square meters burned. Nobody was hurt. The main hall and statues were untouched.", "benefit_type": "Reduced Risk" } }, "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", "display": { "answer": "Staff and firefighters contained the temple fire to about 10 m². No one was injured, and the main hall remained intact." } }, "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": "organizational", "depth": 2, "reason": "The temple's loss was the contents of one first-floor office of about ten square meters (staff lockers, some tea, sweets, incense and joss paper). The main hall, statues and worship areas were untouched. The temple stayed open in the run-up to the Lunar New Year crowds. The fire bureau credited the reinforced-concrete structure and its own eight-minute arrival for the containment. A conventional smoke alarm sounded as well. So the share attributable to the AI alert is a minute or two of earlier warning, not the whole saved building." } ] } }, "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": "not_assessed", "review_state": "not_assessed", "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": "AI門神 (“AI door god: temple AI fire-and-theft prevention system”) was built to run AI image recognition over a temple's existing CCTV. It was built to detect excess smoke, flame and suspicious behavior, and to alert staff by SMS, LINE or email. CTS reported in December 2024 that Wude Temple's door-god system would sound an alarm at once on abnormal smoke. Flagging smoke before a fire was exactly its designed purpose." } }, "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": "record_fields", "fields": { "location": "Beigang, Taiwan", "developer_country": "Taiwan", "deployer_country": "Taiwan" } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "location", "developer_country", "deployer_country" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "purpose": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "purpose": "AI門神 (“AI door god: temple AI fire-and-theft prevention system”) was built to run AI image recognition over a temple's existing CCTV. It was built to detect excess smoke, flame and suspicious behavior, and to alert staff by SMS, LINE or email. CTS reported in December 2024 that Wude Temple's door-god system would sound an alarm at once on abnormal smoke. Flagging smoke before a fire was exactly its designed purpose." } }, "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": "2026-02-05", "revisions": [ { "date": "2026-10-20", "change": "Record drafted from the OECD Monitor entry and the cited sources. Filed as protective response with prevention unproven rather than the classifier's specific harm prevented: the protective action (a smoke alert at 05:30, a minute before the batteries burst, relayed over LINE to the front desk, general manager and chairman) is documented by the temple's own timeline as reported by TVBS, UDN, NOWnews, 觀傳媒 and CTS, and the outcome by the Yunlin County Fire Bureau's figures, but the counterfactual is not shown: UDN reports that a residential smoke alarm (住警器) sounded as well, a clerk was on night duty in any case, and the Third Brigade commander 陳岳謄 credited the RC structure and the crews' quick arrival without mentioning the AI. The Monitor's date of 4 February is the UTC date; every source puts the fire at about 05:30 on 5 February 2026 Taiwan time (21:30 UTC on 4 February), so the date observed is 5 February. Times differ between the temple's log (fire controlled 05:51) and the fire bureau (controlled 06:10, extinguished 06:14); the record uses the bureau's. The cause (a tool charger and lithium batteries) is the chairman's account; UDN's first report says the bureau was still investigating and the secretary general 蘇建華 told TVBS he suspected wiring. The vendor is named by the chairman as 立達軟體; its identity as LEADERG Inc. and the system's design (AI image recognition over existing CCTV on Advantech hardware, alerts by SMS, LINE or email, deployed at Wude Temple) come from Advantech's April 2025 case study, which is partner-authored and used only as an additional source. The Monitor lists China Times, which could not be read (Cloudflare challenge directly and through a text proxy; web.archive.org is blocked for this tool); its four yam.com links are syndications of 觀傳媒 (two), 台灣好報 and 創新聞. The CTS broadcast report of 5 February and CTS's December 2024 piece on the door-god system were found through Brave, as WebSearch was exhausted; DuckDuckGo and Mojeek returned nothing. The chairman's Facebook post was not read; it is quoted by UDN, NOWnews and NextApple. No Yunlin County Fire Bureau release was found on its own site; its statements are quoted by 觀傳媒, 台灣好報 and 創新聞, and CTS quotes the Beigang sub-station chief 陳思淵. The Monitor's country field is “Chinese Taipei”; the record says Taiwan, as every source does. Raw HTML of every source read is kept in src_4944.", "source": "https://oecd.ai/en/incidents/2026-02-04-4944", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Benefit type set to Reduced Risk 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": "Added what the benefit is measured against, what happened since from the cited sources.", "source": "https://n.yam.com/Article/20260205197916; https://udn.com/news/story/7326/9714008", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Country of the developer and the deployer added from the organization's own site or a registry.", "source": "https://www.leaderg.com/tw/contact_us; https://zh.wikipedia.org/wiki/北港武德宮", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.", "editor": "AIBD" }, { "date": "2026-10-25", "change": "Clarified the displayed field answers and placed measurements and limitations in their respective fields.", "editor": "AIBD" } ] } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "date_observed", "revisions" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "replication.attempts[]": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "replication": { "produced_by": [ "A camera-analytics system (AI門神) already watching the office over the temple's existing CCTV. It was set to alert on small amounts of smoke and to message a named chain of people (front desk, general manager, chairman) over LINE.", "A staffed night watch. The temple has kept someone on duty every night since it moved to the site in 1980 (民國69年). So the alert had a clerk a minute away with an extinguisher.", "A slow start to the fire. A tool charger and lithium batteries smoked before the batteries burst at 05:33, which gave the alert a minute's lead.", "A fire brigade eight minutes away and a reinforced-concrete annex that held the fire to one room, as the Third Brigade commander said." ], "must_hold": [ "The alert reaches a person who can act within minutes. At an unstaffed site the lead time is worth little.", "The camera covers the rooms where fires start (here an office and machine room with chargers, beside stored joss paper), not only the shrine.", "The AI alert complements conventional detectors rather than replacing them. A residential smoke alarm sounded here as well." ], "echoes": [ { "setting": "OECD AIM 2023-09-12-f6ac: ALERTCalifornia's AI flags a 3 am smoke column near Mount Laguna, human operators verify it and Cal Fire holds the fire (camera smoke detection with a human in the loop and a brigade response).", "outcome": "unknown" }, { "setting": "OECD AIM 2025-09-13-b5dc: Taichung EPB's AI smoke-recognition system catches a serial roadside waste burner (Taiwanese camera smoke analytics in a different use).", "outcome": "unknown" } ] } } }, "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" }, "replication.conditions": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "replication": { "produced_by": [ "A camera-analytics system (AI門神) already watching the office over the temple's existing CCTV. It was set to alert on small amounts of smoke and to message a named chain of people (front desk, general manager, chairman) over LINE.", "A staffed night watch. The temple has kept someone on duty every night since it moved to the site in 1980 (民國69年). So the alert had a clerk a minute away with an extinguisher.", "A slow start to the fire. A tool charger and lithium batteries smoked before the batteries burst at 05:33, which gave the alert a minute's lead.", "A fire brigade eight minutes away and a reinforced-concrete annex that held the fire to one room, as the Third Brigade commander said." ], "must_hold": [ "The alert reaches a person who can act within minutes. At an unstaffed site the lead time is worth little.", "The camera covers the rooms where fires start (here an office and machine room with chargers, beside stored joss paper), not only the shrine.", "The AI alert complements conventional detectors rather than replacing them. A residential smoke alarm sounded here as well." ], "echoes": [ { "setting": "OECD AIM 2023-09-12-f6ac: ALERTCalifornia's AI flags a 3 am smoke column near Mount Laguna, human operators verify it and Cal Fire holds the fire (camera smoke detection with a human in the loop and a brigade response).", "outcome": "unknown" }, { "setting": "OECD AIM 2025-09-13-b5dc: Taichung EPB's AI smoke-recognition system catches a serial roadside waste burner (Taiwanese camera smoke analytics in a different use).", "outcome": "unknown" } ] } } }, "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", "display": { "answer": "Cameras need to cover rooms where a fire could start. Alerts need to reach staff who can respond within minutes. Conventional smoke alarms remain necessary." } }, "revision_history[]": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "revisions": [ { "date": "2026-10-20", "change": "Record drafted from the OECD Monitor entry and the cited sources. Filed as protective response with prevention unproven rather than the classifier's specific harm prevented: the protective action (a smoke alert at 05:30, a minute before the batteries burst, relayed over LINE to the front desk, general manager and chairman) is documented by the temple's own timeline as reported by TVBS, UDN, NOWnews, 觀傳媒 and CTS, and the outcome by the Yunlin County Fire Bureau's figures, but the counterfactual is not shown: UDN reports that a residential smoke alarm (住警器) sounded as well, a clerk was on night duty in any case, and the Third Brigade commander 陳岳謄 credited the RC structure and the crews' quick arrival without mentioning the AI. The Monitor's date of 4 February is the UTC date; every source puts the fire at about 05:30 on 5 February 2026 Taiwan time (21:30 UTC on 4 February), so the date observed is 5 February. Times differ between the temple's log (fire controlled 05:51) and the fire bureau (controlled 06:10, extinguished 06:14); the record uses the bureau's. The cause (a tool charger and lithium batteries) is the chairman's account; UDN's first report says the bureau was still investigating and the secretary general 蘇建華 told TVBS he suspected wiring. The vendor is named by the chairman as 立達軟體; its identity as LEADERG Inc. and the system's design (AI image recognition over existing CCTV on Advantech hardware, alerts by SMS, LINE or email, deployed at Wude Temple) come from Advantech's April 2025 case study, which is partner-authored and used only as an additional source. The Monitor lists China Times, which could not be read (Cloudflare challenge directly and through a text proxy; web.archive.org is blocked for this tool); its four yam.com links are syndications of 觀傳媒 (two), 台灣好報 and 創新聞. The CTS broadcast report of 5 February and CTS's December 2024 piece on the door-god system were found through Brave, as WebSearch was exhausted; DuckDuckGo and Mojeek returned nothing. The chairman's Facebook post was not read; it is quoted by UDN, NOWnews and NextApple. No Yunlin County Fire Bureau release was found on its own site; its statements are quoted by 觀傳媒, 台灣好報 and 創新聞, and CTS quotes the Beigang sub-station chief 陳思淵. The Monitor's country field is “Chinese Taipei”; the record says Taiwan, as every source does. Raw HTML of every source read is kept in src_4944.", "source": "https://oecd.ai/en/incidents/2026-02-04-4944", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Benefit type set to Reduced Risk 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": "Added what the benefit is measured against, what happened since from the cited sources.", "source": "https://n.yam.com/Article/20260205197916; https://udn.com/news/story/7326/9714008", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Country of the developer and the deployer added from the organization's own site or a registry.", "source": "https://www.leaderg.com/tw/contact_us; https://zh.wikipedia.org/wiki/北港武德宮", "editor": "AIBD" }, { "date": "2026-10-21", "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.", "editor": "AIBD" }, { "date": "2026-10-25", "change": "Clarified the displayed field answers and placed measurements and limitations in their respective fields.", "editor": "AIBD" } ] } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "revisions" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "sector": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "domain": "Fire safety (religious site)", "segment": "Temple and cultural-asset protection: AI video analytics on existing CCTV" } }, "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": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "sources[].citation_locator": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "evidence": [ { "kind": "news report", "citation": "蔡維斌 / 聯合新聞網 (2026). 「財神祖廟」北港武德宮火警！AI警報響起快速撲滅…人員幸運無傷. UDN, 5 February 2026.", "title": "「財神祖廟」北港武德宮火警！AI警報響起快速撲滅…人員幸運無傷", "url": "https://udn.com/news/story/7320/9310088", "date": "2026-02-05", "written_by": "independent", "quote": "幸廟內設有AI警報系統及住警器，馬上發出警報聲響" }, { "kind": "news report", "citation": "蔡維斌 / 聯合新聞網 (2026). 強大AI！人在日本的武德宮主委被AI警報嚇醒…跨海還原火警現場. UDN, 5 February 2026.", "title": "強大AI！人在日本的武德宮主委被AI警報嚇醒…跨海還原火警現場", "url": "https://udn.com/news/story/7320/9310526", "date": "2026-02-05", "written_by": "independent", "quote": "在火勢發生前一分鐘系統即已示警煙霧產生" }, { "kind": "news report", "citation": "吳淑萍 / TVBS新聞網 (2026). 北港武德宮清晨竄火！鋰電池充電爆炸　「AI門神」示警救廟. TVBS, 5 February 2026.", "title": "北港武德宮清晨竄火！鋰電池充電爆炸　「AI門神」示警救廟", "url": "https://news.tvbs.com.tw/local/3120819", "date": "2026-02-05", "written_by": "independent", "quote": "5點30分系統偵測到煙霧，5點32分人工察看確認狀況" }, { "kind": "news report", "citation": "蘇榮泉 / 觀傳媒 (2026). （有影片）／AI火警系統即時示警　北港武德宮火勢10分鐘內受控. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "（有影片）／AI火警系統即時示警　北港武德宮火勢10分鐘內受控", "url": "https://n.yam.com/Article/20260205444546", "date": "2026-02-05", "written_by": "independent", "quote": "消防人員於6時10分成功控制火勢，並於6時14分完全撲滅" }, { "kind": "news report", "citation": "洪佳伶 / 觀傳媒 (2026). AI門神立大功！北港武德宮幹部辦公室火警 主委跨海監控、10分鐘內控制火勢. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "AI門神立大功！北港武德宮幹部辦公室火警 主委跨海監控、10分鐘內控制火勢", "url": "https://n.yam.com/Article/20260205197916", "date": "2026-02-05", "written_by": "independent", "quote": "在火勢轉劇前一分鐘便偵測到煙霧，並依序通知櫃檯、總幹事" }, { "kind": "news report", "citation": "華視新聞 / CTS (2026). 「AI門神」立功！　武德宮火警偵測回報　快速控制火勢. CTS News, 5 February 2026.", "title": "「AI門神」立功！　武德宮火警偵測回報　快速控制火勢", "url": "https://news.cts.com.tw/cts/general/202602/202602052559104.html", "date": "2026-02-05", "written_by": "independent", "quote": "好險有AI門神，幫我們守護住，所以我們可以趕快第一時間" }, { "kind": "news report", "citation": "鄧庭婷 / NOWnews今日新聞 (2026). 北港武德宮火警！「1科技」即時通報立大功　主委：不幸中的大幸. NOWnews, 5 February 2026.", "title": "北港武德宮火警！「1科技」即時通報立大功　主委：不幸中的大幸", "url": "https://www.nownews.com/news/6783602", "date": "2026-02-05", "written_by": "independent", "quote": "AI系統在火起前的關鍵一分鐘發出示警" }, { "kind": "news report", "citation": "莊曜聰 / 壹蘋新聞網 (2026). 北港武德宮火警損失輕微靠「兩功臣」　主委林安樂赴日收警報嘆「沒放假的命」. NextApple, 5 February 2026.", "title": "北港武德宮火警損失輕微靠「兩功臣」　主委林安樂赴日收警報嘆「沒放假的命」", "url": "https://news.nextapple.com/local/20260205/E631BE3355F1C46E511BAEBE0A5D0D61", "date": "2026-02-05", "written_by": "independent", "quote": "還有「門神系統」可以示警防災，這次果然派上用場" }, { "kind": "news report", "citation": "蘇峯毅 / 台灣好報 (2026). 清晨火警驚魂　北港武德宮即時搶救守住信仰中心. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "清晨火警驚魂　北港武德宮即時搶救守住信仰中心", "url": "https://n.yam.com/Article/20260205590605", "date": "2026-02-05", "written_by": "independent", "quote": "AI系統在火勢形成前即已示警，加上長年夜間留守制度" }, { "kind": "news report", "citation": "華視新聞 / CTS (2024). AI進駐宮廟　統計人流.預防火災還能「解籤詩」. Syndicated on Yahoo奇摩新聞, 23 December 2024.", "title": "AI進駐宮廟　統計人流.預防火災還能「解籤詩」", "url": "https://tw.news.yahoo.com/ai%E9%80%B2%E9%A7%90%E5%AE%AE%E5%BB%9F-%E7%B5%B1%E8%A8%88%E4%BA%BA%E6%B5%81-%E9%A0%90%E9%98%B2%E7%81%AB%E7%81%BD%E9%82%84%E8%83%BD-%E8%A7%A3%E7%B1%A4%E8%A9%A9-121500289.html", "date": "2024-12-23", "written_by": "independent", "quote": "門神系統，只要偵測到煙霧異常，有火災的疑慮，會立刻發出警報" }, { "kind": "press release", "citation": "Advantech (2025). 立達軟體攜手研華AI門神：創新技術助力寺廟文化資產保護. Advantech case study, 15 April 2025.", "title": "立達軟體攜手研華AI門神：創新技術助力寺廟文化資產保護", "url": "https://www.advantech.com/en-us/resources/case-study/%E7%AB%8B%E9%81%94%E8%BB%9F%E9%AB%94%E6%94%9C%E6%89%8B%E7%A0%94%E8%8F%AFai%E9%96%80%E7%A5%9E%EF%BC%9A%E5%89%B5%E6%96%B0%E6%8A%80%E8%A1%93%E5%8A%A9%E5%8A%9B%E5%AF%BA%E5%BB%9F%E6%96%87%E5%8C%96%E8%B3%87%E7%94%A2%E4%BF%9D%E8%AD%B7", "date": "2025-04-15", "written_by": "makers", "quote": "偵測特定區域內是否有過量的煙霧、火焰及可疑行為" }, { "kind": "news report", "citation": "聯合新聞網 UDN (2026). 指南宮大火啟示錄！雲林兩大廟分享防火經驗「要神也要人」. udn.com, 25 August 2026.", "title": "指南宮大火啟示錄！雲林兩大廟分享防火經驗「要神也要人」", "url": "https://udn.com/news/story/7326/9714008", "date": "2026-08-25", "written_by": "independent" } ] } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "evidence" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "sources[].id": { "state": "value_present", "value": { "kind": "identifiers", "identifiers": [ "AIBD-0155-source-0001", "AIBD-0155-source-0002", "AIBD-0155-source-0003", "AIBD-0155-source-0004", "AIBD-0155-source-0005", "AIBD-0155-source-0006", "AIBD-0155-source-0007", "AIBD-0155-source-0008", "AIBD-0155-source-0009", "AIBD-0155-source-0010", "AIBD-0155-source-0011", "AIBD-0155-source-0012" ], "role": "Existing evidence items, in their original order" }, "provenance": { "kind": "curatorial", "basis": "Stable within the fingerprinted record version; no source content or source review has been added.", "record_fields": [], "source_refs": [] }, "review_state": "record_mapped", "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": "news report", "citation": "蔡維斌 / 聯合新聞網 (2026). 「財神祖廟」北港武德宮火警！AI警報響起快速撲滅…人員幸運無傷. UDN, 5 February 2026.", "title": "「財神祖廟」北港武德宮火警！AI警報響起快速撲滅…人員幸運無傷", "url": "https://udn.com/news/story/7320/9310088", "date": "2026-02-05", "written_by": "independent", "quote": "幸廟內設有AI警報系統及住警器，馬上發出警報聲響" }, { "kind": "news report", "citation": "蔡維斌 / 聯合新聞網 (2026). 強大AI！人在日本的武德宮主委被AI警報嚇醒…跨海還原火警現場. UDN, 5 February 2026.", "title": "強大AI！人在日本的武德宮主委被AI警報嚇醒…跨海還原火警現場", "url": "https://udn.com/news/story/7320/9310526", "date": "2026-02-05", "written_by": "independent", "quote": "在火勢發生前一分鐘系統即已示警煙霧產生" }, { "kind": "news report", "citation": "吳淑萍 / TVBS新聞網 (2026). 北港武德宮清晨竄火！鋰電池充電爆炸　「AI門神」示警救廟. TVBS, 5 February 2026.", "title": "北港武德宮清晨竄火！鋰電池充電爆炸　「AI門神」示警救廟", "url": "https://news.tvbs.com.tw/local/3120819", "date": "2026-02-05", "written_by": "independent", "quote": "5點30分系統偵測到煙霧，5點32分人工察看確認狀況" }, { "kind": "news report", "citation": "蘇榮泉 / 觀傳媒 (2026). （有影片）／AI火警系統即時示警　北港武德宮火勢10分鐘內受控. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "（有影片）／AI火警系統即時示警　北港武德宮火勢10分鐘內受控", "url": "https://n.yam.com/Article/20260205444546", "date": "2026-02-05", "written_by": "independent", "quote": "消防人員於6時10分成功控制火勢，並於6時14分完全撲滅" }, { "kind": "news report", "citation": "洪佳伶 / 觀傳媒 (2026). AI門神立大功！北港武德宮幹部辦公室火警 主委跨海監控、10分鐘內控制火勢. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "AI門神立大功！北港武德宮幹部辦公室火警 主委跨海監控、10分鐘內控制火勢", "url": "https://n.yam.com/Article/20260205197916", "date": "2026-02-05", "written_by": "independent", "quote": "在火勢轉劇前一分鐘便偵測到煙霧，並依序通知櫃檯、總幹事" }, { "kind": "news report", "citation": "華視新聞 / CTS (2026). 「AI門神」立功！　武德宮火警偵測回報　快速控制火勢. CTS News, 5 February 2026.", "title": "「AI門神」立功！　武德宮火警偵測回報　快速控制火勢", "url": "https://news.cts.com.tw/cts/general/202602/202602052559104.html", "date": "2026-02-05", "written_by": "independent", "quote": "好險有AI門神，幫我們守護住，所以我們可以趕快第一時間" }, { "kind": "news report", "citation": "鄧庭婷 / NOWnews今日新聞 (2026). 北港武德宮火警！「1科技」即時通報立大功　主委：不幸中的大幸. NOWnews, 5 February 2026.", "title": "北港武德宮火警！「1科技」即時通報立大功　主委：不幸中的大幸", "url": "https://www.nownews.com/news/6783602", "date": "2026-02-05", "written_by": "independent", "quote": "AI系統在火起前的關鍵一分鐘發出示警" }, { "kind": "news report", "citation": "莊曜聰 / 壹蘋新聞網 (2026). 北港武德宮火警損失輕微靠「兩功臣」　主委林安樂赴日收警報嘆「沒放假的命」. NextApple, 5 February 2026.", "title": "北港武德宮火警損失輕微靠「兩功臣」　主委林安樂赴日收警報嘆「沒放假的命」", "url": "https://news.nextapple.com/local/20260205/E631BE3355F1C46E511BAEBE0A5D0D61", "date": "2026-02-05", "written_by": "independent", "quote": "還有「門神系統」可以示警防災，這次果然派上用場" }, { "kind": "news report", "citation": "蘇峯毅 / 台灣好報 (2026). 清晨火警驚魂　北港武德宮即時搶救守住信仰中心. Syndicated on yam 蕃新聞, 5 February 2026.", "title": "清晨火警驚魂　北港武德宮即時搶救守住信仰中心", "url": "https://n.yam.com/Article/20260205590605", "date": "2026-02-05", "written_by": "independent", "quote": "AI系統在火勢形成前即已示警，加上長年夜間留守制度" }, { "kind": "news report", "citation": "華視新聞 / CTS (2024). AI進駐宮廟　統計人流.預防火災還能「解籤詩」. Syndicated on Yahoo奇摩新聞, 23 December 2024.", "title": "AI進駐宮廟　統計人流.預防火災還能「解籤詩」", "url": "https://tw.news.yahoo.com/ai%E9%80%B2%E9%A7%90%E5%AE%AE%E5%BB%9F-%E7%B5%B1%E8%A8%88%E4%BA%BA%E6%B5%81-%E9%A0%90%E9%98%B2%E7%81%AB%E7%81%BD%E9%82%84%E8%83%BD-%E8%A7%A3%E7%B1%A4%E8%A9%A9-121500289.html", "date": "2024-12-23", "written_by": "independent", "quote": "門神系統，只要偵測到煙霧異常，有火災的疑慮，會立刻發出警報" }, { "kind": "press release", "citation": "Advantech (2025). 立達軟體攜手研華AI門神：創新技術助力寺廟文化資產保護. Advantech case study, 15 April 2025.", "title": "立達軟體攜手研華AI門神：創新技術助力寺廟文化資產保護", "url": "https://www.advantech.com/en-us/resources/case-study/%E7%AB%8B%E9%81%94%E8%BB%9F%E9%AB%94%E6%94%9C%E6%89%8B%E7%A0%94%E8%8F%AFai%E9%96%80%E7%A5%9E%EF%BC%9A%E5%89%B5%E6%96%B0%E6%8A%80%E8%A1%93%E5%8A%A9%E5%8A%9B%E5%AF%BA%E5%BB%9F%E6%96%87%E5%8C%96%E8%B3%87%E7%94%A2%E4%BF%9D%E8%AD%B7", "date": "2025-04-15", "written_by": "makers", "quote": "偵測特定區域內是否有過量的煙霧、火焰及可疑行為" }, { "kind": "news report", "citation": "聯合新聞網 UDN (2026). 指南宮大火啟示錄！雲林兩大廟分享防火經驗「要神也要人」. udn.com, 25 August 2026.", "title": "指南宮大火啟示錄！雲林兩大廟分享防火經驗「要神也要人」", "url": "https://udn.com/news/story/7326/9714008", "date": "2026-08-25", "written_by": "independent" } ] } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "evidence" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "sources[].upstream_sources": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "strategic_assessments[]": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial", "family": "strategic assessments" }, "summary": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "summary": "AI camera analytics flagged smoke in an empty temple office a minute before a battery fire; held to 10 m², no injuries, main hall intact.", "account": "At about 05:30 on 5 February 2026 the AI門神 (AI door god) system flagged smoke in a first-floor office and machine room, empty after hours. The system is run by 立達軟體 (LEADERG Inc.) over the closed-circuit television (CCTV) of Beigang Wude Temple, Yunlin County, Taiwan. It messaged the front desk, the general manager and chairman 林安樂, in Japan, by LINE. The night-duty clerk reached the room with an extinguisher within a minute. At 05:33 overheated lithium batteries beside a tool charger burst and flames spread. Staff called 119 at 05:36. Yunlin County Fire Bureau crews arrived at 05:44, controlled it at 06:10 and put it out at 06:14. Ten square meters burned. Nobody was hurt. The main hall and statues were untouched." } }, "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": "value_present", "value": { "kind": "text", "text": "The software detected smoke in camera images and alerted temple staff." }, "provenance": { "kind": "legacy_record", "basis": "Restated the mechanical task already described in the existing system and AI-role fields. No new source review is claimed.", "record_fields": [ "system", "ai_role" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "systems[].deployment_configuration": { "state": "value_present", "value": { "kind": "text", "text": "The image-recognition software ran on an Advantech IPC-730 computer with a SKY-QUAD-5000A-32 accelerator card. Advantech reports processing about one frame every five seconds." }, "provenance": { "kind": "legacy_record", "basis": "Separated the model, software, hardware, or operation already described in the existing record. No new source review is claimed.", "record_fields": [ "model_version", "system", "ai_role" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "systems[].inputs_outputs": { "state": "value_present", "value": { "kind": "text", "text": "The software analyzed CCTV images and sent smoke alerts to temple staff through LINE." }, "provenance": { "kind": "legacy_record", "basis": "Separated the model, software, hardware, or operation already described in the existing record. No new source review is claimed.", "record_fields": [ "system", "ai_role", "replication", "account" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "systems[].model_name": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "systems[].model_version": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "model_version": "Not named. Advantech's case study says the image-recognition algorithms were developed with a large language model as the basis and run on an Advantech IPC-730 with a SKY-QUAD-5000A-32 accelerator card at about five seconds per frame." } }, "provenance": { "kind": "legacy_record", "basis": "Preserved from the existing AIBD record; external sources were not rechecked.", "record_fields": [ "model_version" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial", "display": { "answer": "Exact release not established.", "editor_note": "" } }, "systems[].product_name": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "system": "AI門神：宮廟AI防火防盜系統 (AI Door God: temple AI fire-and-theft prevention system), AI image recognition over the temple's existing CCTV with alerts by SMS, LINE and email" } }, "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": "立達軟體科技股份有限公司 (LEADERG Inc.), Taiwan" } }, "provenance": { "kind": "legacy_record", "basis": "Mapped from the existing case description without a new external source review.", "record_fields": [ "developer" ], "source_refs": [] }, "review_state": "record_mapped", "coverage": "partial" }, "taxonomy_crosswalks[]": { "state": "not_assessed", "review_state": "not_assessed", "coverage": "partial" }, "title": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "title": "LEADERG's “AI door god” camera analytics at Beigang Wude Temple flags smoke in an empty office a minute before charging lithium batteries burst; the night clerk and Yunlin firefighters hold the 5 February 2026 fire to ten square meters, nobody hurt, main hall untouched", "headline": "LEADERG's AI door god flags smoke; temple fire held to 10 m²" } }, "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": [ "d9e50b5220d086e0c9bd46b934073b730fafc534e423027f5f3acbdea2c79fa3" ], "role": "SHA-256 of normalized original case data" }, "provenance": { "kind": "curatorial", "basis": "Deterministic content version assigned by the local migration.", "record_fields": [], "source_refs": [] }, "review_state": "record_mapped", "coverage": "complete" }, "workflow": { "state": "value_present", "value": { "kind": "record_fields", "fields": { "account": "At about 05:30 on 5 February 2026 the AI門神 (AI door god) system flagged smoke in a first-floor office and machine room, empty after hours. The system is run by 立達軟體 (LEADERG Inc.) over the closed-circuit television (CCTV) of Beigang Wude Temple, Yunlin County, Taiwan. It messaged the front desk, the general manager and chairman 林安樂, in Japan, by LINE. The night-duty clerk reached the room with an extinguisher within a minute. At 05:33 overheated lithium batteries beside a tool charger burst and flames spread. Staff called 119 at 05:36. Yunlin County Fire Bureau crews arrived at 05:44, controlled it at 06:10 and put it out at 06:14. Ten square meters burned. Nobody was hurt. The main hall and statues were untouched.", "replication": { "produced_by": [ "A camera-analytics system (AI門神) already watching the office over the temple's existing CCTV. It was set to alert on small amounts of smoke and to message a named chain of people (front desk, general manager, chairman) over LINE.", "A staffed night watch. The temple has kept someone on duty every night since it moved to the site in 1980 (民國69年). So the alert had a clerk a minute away with an extinguisher.", "A slow start to the fire. A tool charger and lithium batteries smoked before the batteries burst at 05:33, which gave the alert a minute's lead.", "A fire brigade eight minutes away and a reinforced-concrete annex that held the fire to one room, as the Third Brigade commander said." ], "must_hold": [ "The alert reaches a person who can act within minutes. At an unstaffed site the lead time is worth little.", "The camera covers the rooms where fires start (here an office and machine room with chargers, beside stored joss paper), not only the shrine.", "The AI alert complements conventional detectors rather than replacing them. A residential smoke alarm sounded here as well." ], "echoes": [ { "setting": "OECD AIM 2023-09-12-f6ac: ALERTCalifornia's AI flags a 3 am smoke column near Mount Laguna, human operators verify it and Cal Fire holds the fire (camera smoke detection with a human in the loop and a brigade response).", "outcome": "unknown" }, { "setting": "OECD AIM 2025-09-13-b5dc: Taichung EPB's AI smoke-recognition system catches a serial roadside waste burner (Taiwanese camera smoke analytics in a different use).", "outcome": "unknown" } ] } } }, "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", "display": { "answer": "AI門神 detected smoke through cameras that already covered the temple and alerted staff through LINE. The night clerk reached the room with an extinguisher. Firefighters arrived eight minutes later." } } }, "summary": { "total": 91, "addressed": 91, "known": 36, "reviewed": 0, "record_mapped": 36, "not_assessed": 55, "complete": false, "by_state": { "value_present": 36, "not_reported": 0, "unresolved": 0, "not_assessed": 55, "not_applicable": 0, "withheld": 0, "source_unavailable": 0 } } } }