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          "title": "Khachkar Studios releases Masterclass #3: Revitalizing churches worldwide",
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          "country": "Armenia"
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        {
          "title": "Aram Barseghyan Appointed CEO of Team Telecom Armenia, Hayk Yesayan to Lead Team Group",
          "translated_title": "Aram Barseghyan Appointed CEO of Team Telecom Armenia, Hayk Yesayan to Lead Team Group",
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          "source_country": "Armenia",
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          "llm_primary_country": "Armenia",
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          "llm_subject": "Aram Barseghyan Appointed CEO of Team Telecom Armenia, Hayk Yesayan to Lead Team Group",
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          "country": "Armenia"
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        {
          "title": "Pashinyan’s Band to Perform at Sevan Music Festival",
          "translated_title": "Pashinyan’s Band to Perform at Sevan Music Festival",
          "link": "https://hetq.am/en/article/183473",
          "date": "Sat, 22 Aug 2026 16:58:00 +0400",
          "source_country": "Armenia",
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          "llm_subject": "Pashinyan’s Band to Perform at Sevan Music Festival",
          "llm_country_audit_corrected": false,
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          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "«Ե՞րբ է Ադրբեջանը վերադարձնելու մեր հողերը, երկու տարի է՝ սկսվել է դելիմիտացիայի գործընթացը, բայց մենակ մենք ենք տվել». Նարեկ Կարապետյան",
          "translated_title": "«Ե՞րբ է Ադրբեջանը վերադարձնելու մեր հողերը, երկու տարի է՝ սկսվել է դելիմիտացիայի գործընթացը, բայց մենակ մենք ենք տվել». Նարեկ Կարապետյան",
          "link": "https://www.aravot.am/2026/08/24/1575921/",
          "date": "Mon, 24 Aug 2026 10:25:09 +0000",
          "source_country": "Armenia",
          "category": "border_security",
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          "ai_category": false,
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          "llm_final_country": "Armenia",
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          "llm_country_audit_corrected": false,
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          "ai_confidence_score": "35.0%",
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        {
          "title": "ՀՌՀ-ն օրենսդրական լիազորություն չունի Հանրային հեռարձակողի նկատմամբ կիրառելու այն վարչական տույժերը, որոնք օրենքով նախատեսված են լիցենզավորված հեռարձակողների համար",
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          "link": "https://www.aravot.am/2026/08/24/1575920/",
          "date": "Mon, 24 Aug 2026 10:21:38 +0000",
          "source_country": "Armenia",
          "category": "border_security",
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          "llm_subject": "ՀՌՀ-ն օրենսդրական լիազորություն չունի Հանրային հեռարձակողի նկատմամբ կիրառելու այն վարչական տույժերը, որոնք օրենքով նախատեսված են լիցենզավորված հեռարձակողների համար",
          "llm_country_audit_corrected": false,
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          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "Ի՞նչ գաղտնագրված հաղորդագրություններ է դրել ռեժիսորը «Մարդը ափի մեջ» ներկայացման գեղարվեստական արտահայտման սևակյան տողերում",
          "translated_title": "Ի՞նչ գաղտնագրված հաղորդագրություններ է դրել ռեժիսորը «Մարդը ափի մեջ» ներկայացման գեղարվեստական արտահայտման սևակյան տողերում",
          "link": "https://www.aravot.am/2026/08/24/1575907/",
          "date": "Mon, 24 Aug 2026 10:09:59 +0000",
          "source_country": "Armenia",
          "category": "border_security",
          "weight": 5.0,
          "confidence": 0.35,
          "ai_model": "deterministic-fallback",
          "ai_category": false,
          "ai_reattributed": false,
          "llm_primary_country": "Armenia",
          "llm_final_country": "Armenia",
          "llm_subject": "Ի՞նչ գաղտնագրված հաղորդագրություններ է դրել ռեժիսորը «Մարդը ափի մեջ» ներկայացման գեղարվեստական արտահայտման սևակյան տողերում",
          "llm_country_audit_corrected": false,
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          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "Արամ Բարսեղյանը նշանակվել է Team Telecom Armenia-ի գլխավոր տնօրեն. Հայկ Եսայանը կղեկավարի Team ընկերությունների խումբը",
          "translated_title": "Արամ Բարսեղյանը նշանակվել է Team Telecom Armenia-ի գլխավոր տնօրեն. Հայկ Եսայանը կղեկավարի Team ընկերությունների խումբը",
          "link": "https://www.aravot.am/2026/08/24/1575901/",
          "date": "Mon, 24 Aug 2026 10:03:27 +0000",
          "source_country": "Armenia",
          "category": "border_security",
          "weight": 5.0,
          "confidence": 0.35,
          "ai_model": "deterministic-fallback",
          "ai_category": false,
          "ai_reattributed": false,
          "llm_primary_country": "Armenia",
          "llm_final_country": "Armenia",
          "llm_subject": "Արամ Բարսեղյանը նշանակվել է Team Telecom Armenia-ի գլխավոր տնօրեն. Հայկ Եսայանը կղեկավարի Team ընկերությունների խումբը",
          "llm_country_audit_corrected": false,
          "fallback_reason": "llm_attribution_failed",
          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "«Բանակում պոստում քնելու պրոբլեմն ավելի է սրվել, քանի որ խաղաղություն է»․ Փաշինյան",
          "translated_title": "«Բանակում պոստում քնելու պրոբլեմն ավելի է սրվել, քանի որ խաղաղություն է»․ Փաշինյան",
          "link": "https://www.aravot.am/2026/08/24/1575905/",
          "date": "Mon, 24 Aug 2026 09:49:48 +0000",
          "source_country": "Armenia",
          "category": "border_security",
          "weight": 5.0,
          "confidence": 0.35,
          "ai_model": "deterministic-fallback",
          "ai_category": false,
          "ai_reattributed": false,
          "llm_primary_country": "Armenia",
          "llm_final_country": "Armenia",
          "llm_subject": "«Բանակում պոստում քնելու պրոբլեմն ավելի է սրվել, քանի որ խաղաղություն է»․ Փաշինյան",
          "llm_country_audit_corrected": false,
          "fallback_reason": "llm_attribution_failed",
          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "Պեսկով. Հայաստանն ազատ է լքել ՀԱՊԿ-ը, եթե իր ազգային շահերից ելնելով այլևս անդամակցության կարիք չունի",
          "translated_title": "Պեսկով. Հայաստանն ազատ է լքել ՀԱՊԿ-ը, եթե իր ազգային շահերից ելնելով այլևս անդամակցության կարիք չունի",
          "link": "https://www.aravot.am/2026/08/24/1575902/",
          "date": "Mon, 24 Aug 2026 09:45:53 +0000",
          "source_country": "Armenia",
          "category": "border_security",
          "weight": 5.0,
          "confidence": 0.35,
          "ai_model": "deterministic-fallback",
          "ai_category": false,
          "ai_reattributed": false,
          "llm_primary_country": "Armenia",
          "llm_final_country": "Armenia",
          "llm_subject": "Պեսկով. Հայաստանն ազատ է լքել ՀԱՊԿ-ը, եթե իր ազգային շահերից ելնելով այլևս անդամակցության կարիք չունի",
          "llm_country_audit_corrected": false,
          "fallback_reason": "llm_attribution_failed",
          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "Կայացել է ՀՅԴ Արցախի կառույցի հերթական Շրջանային ժողովը, ընտրվել է Կենտրոնական կոմիտեի 7 հոգանոց կազմ",
          "translated_title": "Կայացել է ՀՅԴ Արցախի կառույցի հերթական Շրջանային ժողովը, ընտրվել է Կենտրոնական կոմիտեի 7 հոգանոց կազմ",
          "link": "https://www.aravot.am/2026/08/24/1575898/",
          "date": "Mon, 24 Aug 2026 09:27:42 +0000",
          "source_country": "Armenia",
          "category": "border_security",
          "weight": 5.0,
          "confidence": 0.35,
          "ai_model": "deterministic-fallback",
          "ai_category": false,
          "ai_reattributed": false,
          "llm_primary_country": "Armenia",
          "llm_final_country": "Armenia",
          "llm_subject": "Կայացել է ՀՅԴ Արցախի կառույցի հերթական Շրջանային ժողովը, ընտրվել է Կենտրոնական կոմիտեի 7 հոգանոց կազմ",
          "llm_country_audit_corrected": false,
          "fallback_reason": "llm_attribution_failed",
          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "«Ի՞նչ փաստաթուղթ տվեցին ձեզ ու Մհեր Գրիգորյանին, որ այլեւս անթաքույց խոսում եք Տիգրանաշենը հանձնելու մասին»",
          "translated_title": "«Ի՞նչ փաստաթուղթ տվեցին ձեզ ու Մհեր Գրիգորյանին, որ այլեւս անթաքույց խոսում եք Տիգրանաշենը հանձնելու մասին»",
          "link": "https://www.aravot.am/2026/08/24/1575899/",
          "date": "Mon, 24 Aug 2026 09:15:01 +0000",
          "source_country": "Armenia",
          "category": "border_security",
          "weight": 5.0,
          "confidence": 0.35,
          "ai_model": "deterministic-fallback",
          "ai_category": false,
          "ai_reattributed": false,
          "llm_primary_country": "Armenia",
          "llm_final_country": "Armenia",
          "llm_subject": "«Ի՞նչ փաստաթուղթ տվեցին ձեզ ու Մհեր Գրիգորյանին, որ այլեւս անթաքույց խոսում եք Տիգրանաշենը հանձնելու մասին»",
          "llm_country_audit_corrected": false,
          "fallback_reason": "llm_attribution_failed",
          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
        },
        {
          "title": "Հայաստանը հաստատակամորեն աջակցում է արդար և տևական խաղաղության հաստատմանը Ուկրաինայում․ Փաշինյանը շնորհավորել է Զելենսկուն",
          "translated_title": "Հայաստանը հաստատակամորեն աջակցում է արդար և տևական խաղաղության հաստատմանը Ուկրաինայում․ Փաշինյանը շնորհավորել է Զելենսկուն",
          "link": "https://www.aravot.am/2026/08/24/1575897/",
          "date": "Mon, 24 Aug 2026 09:02:46 +0000",
          "source_country": "Armenia",
          "category": "border_security",
          "weight": 5.0,
          "confidence": 0.35,
          "ai_model": "deterministic-fallback",
          "ai_category": false,
          "ai_reattributed": false,
          "llm_primary_country": "Armenia",
          "llm_final_country": "Armenia",
          "llm_subject": "Հայաստանը հաստատակամորեն աջակցում է արդար և տևական խաղաղության հաստատմանը Ուկրաինայում․ Փաշինյանը շնորհավորել է Զելենսկուն",
          "llm_country_audit_corrected": false,
          "fallback_reason": "llm_attribution_failed",
          "ai_confidence_score": "35.0%",
          "detected_lang": "local",
          "is_translated": false,
          "country": "Armenia"
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      "index": 7.17,
      "main_index": 7.17,
      "confidence": 0.3,
      "type": "forecast"
    },
    {
      "timestamp": "2026-08-24T15:31:37.082479",
      "index": 7.17,
      "main_index": 7.17,
      "confidence": 0.3,
      "type": "forecast"
    },
    {
      "timestamp": "2026-08-24T16:31:37.082479",
      "index": 7.17,
      "main_index": 7.17,
      "confidence": 0.3,
      "type": "forecast"
    }
  ],
  "methodology": {
    "name": "LLM Border Threat Taxonomy",
    "description": "OpenRouter free routing chooses the final country attribution and canonical threat category for each headline.",
    "weights": {
      "military_conflict": 8.0,
      "terrorism": 7.0,
      "border_security": 5.0,
      "political_instability": 4.0,
      "humanitarian_crisis": 3.0,
      "diplomatic_tensions": 2.5,
      "trade_agreement": -2.0,
      "neutral": 0.0
    },
    "formula": "PerCountry = 1 + 9*(1 - exp(-avg(weight)/5 * 1.2)); Composite = weighted_avg(PerCountry)",
    "scale": {
      "min": 1.0,
      "max": 10.0,
      "thresholds": {
        "STABLE": [
          1.0,
          4.0
        ],
        "ELEVATED": [
          4.0,
          7.0
        ],
        "CRITICAL": [
          7.0,
          10.0
        ]
      }
    }
  },
  "briefing": {
    "regional_summary_6h": {
      "slot_start": "2026-08-24T00:00:00Z",
      "slot_end": "2026-08-24T06:00:00Z",
      "generated_at": "2026-08-24T06:42:41Z",
      "next_refresh_at": "2026-08-24T12:00:00Z",
      "window_hours": 6,
      "source_event_count": 12,
      "source_countries": [
        "Armenia",
        "Georgia",
        "Iran",
        "Iraq"
      ],
      "headline": "Border-country reporting stayed active across 4 neighbors.",
      "bullets": [
        "12 scored signals passed the feed and coverage gates for the completed window.",
        "Country placement uses source-country attribution while automated re-attribution is unavailable.",
        "Review high-weight events directly before treating the regional picture as settled."
      ],
      "watch": null
    }
  }
}