diff --git a/.github/workflows/deploy-pages.yml b/.github/workflows/deploy-pages.yml
index 75ed96f..3b10d51 100644
--- a/.github/workflows/deploy-pages.yml
+++ b/.github/workflows/deploy-pages.yml
@@ -3,6 +3,8 @@ name: Deploy GitHub Pages
 on:
   push:
     branches: ["main"]
+  schedule:
+    - cron: "17 2 * * *"
   workflow_dispatch:
 
 permissions:
@@ -45,6 +47,10 @@ jobs:
       - name: Sync Content
         run: npm run content:sync
 
+      - name: Check official conference sources
+        if: github.event_name != 'push'
+        run: npm run deadlines:refresh
+
       - name: Validate Content
         run: npm run validate:content
 
diff --git a/content/deadlines/venues.json b/content/deadlines/venues.json
new file mode 100644
index 0000000..7872151
--- /dev/null
+++ b/content/deadlines/venues.json
@@ -0,0 +1,751 @@
+{
+  "meta": {
+    "title": "CVL-Lab conference deadlines",
+    "updated_at": "2026-08-12T09:00:00+09:00",
+    "display_timezone": "Asia/Seoul",
+    "area_order": [
+      "computer-vision",
+      "machine-learning",
+      "llm-nlp",
+      "robotics"
+    ],
+    "area_labels": {
+      "computer-vision": "Computer Vision",
+      "machine-learning": "Machine Learning / AI",
+      "llm-nlp": "LLM / NLP",
+      "robotics": "Robotics"
+    }
+  },
+  "venues": [
+    {
+      "id": "cvpr",
+      "name": "CVPR",
+      "full_name": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
+      "areas": ["computer-vision"],
+      "official_url": "https://cvpr.thecvf.com/",
+      "cfp_url": "https://cvpr.thecvf.com/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "June 20-24, 2027",
+        "location": "Seattle, Washington, USA",
+        "venue": "Venue TBA",
+        "source_url": "https://www.thecvf.com/?p=137",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "iccv",
+      "name": "ICCV",
+      "full_name": "IEEE/CVF International Conference on Computer Vision",
+      "areas": ["computer-vision"],
+      "official_url": "https://iccv.thecvf.com/",
+      "cfp_url": "https://iccv.thecvf.com/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "October 2-8, 2027",
+        "location": "Hong Kong",
+        "venue": "Venue TBA",
+        "source_url": "https://www.thecvf.com/?p=137",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "eccv",
+      "name": "ECCV",
+      "full_name": "European Conference on Computer Vision",
+      "areas": ["computer-vision"],
+      "official_url": "https://eccv.ecva.net/",
+      "cfp_url": "https://eccv.ecva.net/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "September 8-12, 2026",
+        "location": "Malmo, Sweden",
+        "venue": "Malmo Arena and Malmomassan",
+        "source_url": "https://eccv.ecva.net/Conferences/2026",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "wacv",
+      "name": "WACV 2027",
+      "full_name": "IEEE/CVF Winter Conference on Applications of Computer Vision",
+      "areas": ["computer-vision"],
+      "official_url": "https://wacv.thecvf.com/",
+      "cfp_url": "https://wacv.thecvf.com/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T09:00:00+09:00",
+      "source_evidence": "Round 2 Paper Submissions",
+      "event": {
+        "dates": "January 4-8, 2027",
+        "location": "Buena Vista, Florida, USA",
+        "venue": "Disney Springs",
+        "source_url": "https://wacv.thecvf.com/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "round-2-registration",
+          "label": "Round 2 registration",
+          "short_label": "Registration",
+          "kind": "registration",
+          "deadline_at": "2026-08-21T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 New Paper Registration.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "round-2-paper",
+          "label": "Round 2 paper submission",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-08-28T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 Paper Submissions.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "round-2-supplementary",
+          "label": "Round 2 supplementary material",
+          "short_label": "Supplementary",
+          "kind": "supplementary",
+          "deadline_at": "2026-08-30T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 Supplemental Material.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "final-decision",
+          "label": "Final decisions released",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2026-10-09T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 Reviews and Final Decisions to Authors.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        }
+      ]
+    },
+    {
+      "id": "bmvc",
+      "name": "BMVC",
+      "full_name": "British Machine Vision Conference",
+      "areas": ["computer-vision"],
+      "official_url": "https://bmvc2026.org/",
+      "cfp_url": "https://bmvc2026.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "November 23-26, 2026",
+        "location": "Lancaster, United Kingdom",
+        "venue": "Venue TBA",
+        "source_url": "https://www.bmva.org/bmvc",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "accv",
+      "name": "ACCV",
+      "full_name": "Asian Conference on Computer Vision",
+      "areas": ["computer-vision"],
+      "official_url": "https://accv2026.org/",
+      "cfp_url": "https://accv2026.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "December 14-18, 2026",
+        "location": "Osaka, Japan",
+        "venue": "Venue TBA",
+        "source_url": "https://accv2026.org/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "3dv",
+      "name": "3DV",
+      "full_name": "International Conference on 3D Vision",
+      "areas": ["computer-vision"],
+      "official_url": "https://3dvconf.github.io/2027/",
+      "cfp_url": "https://3dvconf.github.io/2027/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Paper Submission",
+      "event": {
+        "dates": "April 6-9, 2027",
+        "location": "Thessaloniki, Greece",
+        "venue": "Thessaloniki Concert Hall (M2 building)",
+        "source_url": "https://3dvconf.github.io/2027/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "paper",
+          "label": "Paper submission",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-08-28T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Paper Submission\\s+([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "supplementary",
+          "label": "Supplementary material",
+          "short_label": "Supplementary",
+          "kind": "supplementary",
+          "deadline_at": "2026-09-02T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Supplementary Material\\s+([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "preliminary-notification",
+          "label": "Preliminary notification",
+          "short_label": "Prelim. decision",
+          "kind": "notification",
+          "deadline_at": "2026-10-27T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        },
+        {
+          "id": "final-notification",
+          "label": "Final notification",
+          "short_label": "Final decision",
+          "kind": "notification",
+          "deadline_at": "2026-12-02T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ]
+    },
+    {
+      "id": "miccai",
+      "name": "MICCAI",
+      "full_name": "Medical Image Computing and Computer Assisted Intervention",
+      "areas": ["computer-vision"],
+      "official_url": "https://conferences.miccai.org/",
+      "cfp_url": "https://conferences.miccai.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "September 27-October 1, 2026",
+        "location": "Strasbourg, France",
+        "venue": "Strasbourg Convention Center",
+        "source_url": "https://conferences.miccai.org/2026/en/default.asp",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "neurips",
+      "name": "NeurIPS",
+      "full_name": "Conference on Neural Information Processing Systems",
+      "areas": ["machine-learning", "llm-nlp"],
+      "official_url": "https://neurips.cc/",
+      "cfp_url": "https://neurips.cc/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "December 6-13, 2026",
+        "location": "Sydney, Australia; Atlanta, Georgia, USA; Paris, France",
+        "venue": "Multi-site conference",
+        "source_url": "https://neurips.cc/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "icml",
+      "name": "ICML",
+      "full_name": "International Conference on Machine Learning",
+      "areas": ["machine-learning"],
+      "official_url": "https://icml.cc/",
+      "cfp_url": "https://icml.cc/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "July 6-11, 2026",
+        "location": "Seoul, South Korea",
+        "venue": "COEX Convention & Exhibition Center",
+        "source_url": "https://icml.cc/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "iclr",
+      "name": "ICLR 2027",
+      "full_name": "International Conference on Learning Representations",
+      "areas": ["machine-learning", "llm-nlp", "robotics"],
+      "official_url": "https://iclr.cc/",
+      "cfp_url": "https://iclr.cc/Conferences/2027/AuthorGuidelines",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "full paper submission deadline",
+      "event": {
+        "dates": "October 6-9, 2026",
+        "location": "California, USA",
+        "venue": "Venue TBA",
+        "source_url": "https://iclr.cc/Conferences/2027",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "abstract",
+          "label": "Abstract deadline",
+          "short_label": "Abstract",
+          "kind": "abstract",
+          "deadline_at": "2026-09-18T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "abstract submission deadline(?:\\s+of)?\\s+([A-Za-z]+\\s+\\d{1,2}(?:,)?\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "paper",
+          "label": "Paper deadline",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-09-25T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "full paper submission deadline(?:\\s+is)?\\s+([A-Za-z]+\\s+\\d{1,2}(?:,)?\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "reviews",
+          "label": "Reviews released",
+          "short_label": "Reviews",
+          "kind": "review",
+          "deadline_at": "2026-11-05T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        },
+        {
+          "id": "decision",
+          "label": "Final decisions",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2026-12-16T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ]
+    },
+    {
+      "id": "aaai",
+      "name": "AAAI",
+      "full_name": "AAAI Conference on Artificial Intelligence",
+      "areas": ["machine-learning", "llm-nlp", "robotics"],
+      "official_url": "https://aaai.org/conference/aaai/aaai-27/",
+      "cfp_url": "https://aaai.org/conference/aaai/aaai-27/main-technical-track-call/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Full papers due",
+      "event": {
+        "dates": "February 16-23, 2027",
+        "location": "Montreal, Canada",
+        "venue": "Venue TBA",
+        "source_url": "https://aaai.org/conference/aaai/aaai-27/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "abstract",
+          "label": "Abstract deadline",
+          "short_label": "Abstract",
+          "kind": "abstract",
+          "deadline_at": "2026-07-21T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})\\s+Abstracts due",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "paper",
+          "label": "Full paper deadline",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-07-28T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})\\s+Full papers due",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "supplementary",
+          "label": "Supplementary material and code",
+          "short_label": "Supplementary",
+          "kind": "supplementary",
+          "deadline_at": "2026-07-31T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})\\s+Supplementary material and code due",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "phase-1-decision",
+          "label": "Phase 1 rejection notification",
+          "short_label": "Phase 1 decision",
+          "kind": "notification",
+          "deadline_at": "2026-09-24T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        },
+        {
+          "id": "final-decision",
+          "label": "Final acceptance notification",
+          "short_label": "Final decision",
+          "kind": "notification",
+          "deadline_at": "2026-11-30T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ]
+    },
+    {
+      "id": "aistats",
+      "name": "AISTATS",
+      "full_name": "International Conference on Artificial Intelligence and Statistics",
+      "areas": ["machine-learning"],
+      "official_url": "https://aistats.org/",
+      "cfp_url": "https://aistats.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "May 2-5, 2026",
+        "location": "Tangier, Morocco",
+        "venue": "Hilton Tangier Al Houara Resort & Spa",
+        "source_url": "https://virtual.aistats.org/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "uai",
+      "name": "UAI",
+      "full_name": "Conference on Uncertainty in Artificial Intelligence",
+      "areas": ["machine-learning"],
+      "official_url": "https://www.auai.org/uai/",
+      "cfp_url": "https://www.auai.org/uai/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "August 17-21, 2026",
+        "location": "Amsterdam, Netherlands",
+        "venue": "KIT Events",
+        "source_url": "https://www.auai.org/uai2026/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "acl",
+      "name": "ACL",
+      "full_name": "Annual Meeting of the Association for Computational Linguistics",
+      "areas": ["llm-nlp"],
+      "official_url": "https://www.aclweb.org/portal/",
+      "cfp_url": "https://www.aclweb.org/portal/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "August 17-22, 2027",
+        "location": "Kyoto, Japan",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.aclweb.org/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "emnlp",
+      "name": "EMNLP",
+      "full_name": "Conference on Empirical Methods in Natural Language Processing",
+      "areas": ["llm-nlp"],
+      "official_url": "https://2026.emnlp.org/",
+      "cfp_url": "https://2026.emnlp.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "October 22-29, 2026",
+        "location": "Budapest, Hungary",
+        "venue": "Hungexpo",
+        "source_url": "https://2026.emnlp.org/venue/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "naacl",
+      "name": "NAACL",
+      "full_name": "North American Chapter of the Association for Computational Linguistics",
+      "areas": ["llm-nlp"],
+      "official_url": "https://2027.naacl.org/",
+      "cfp_url": "https://2027.naacl.org/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Submission deadline (ARR)",
+      "event": {
+        "dates": "June 1-5, 2027",
+        "location": "San Francisco, California, USA",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.naacl.org/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "arr-submission",
+          "label": "ARR submission deadline",
+          "short_label": "ARR submission",
+          "kind": "paper",
+          "deadline_at": "2026-10-12T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Submission deadline \\(ARR\\)[^A-Za-z]{0,20}([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        }
+      ]
+    },
+    {
+      "id": "eacl",
+      "name": "EACL",
+      "full_name": "European Chapter of the Association for Computational Linguistics",
+      "areas": ["llm-nlp"],
+      "official_url": "https://2027.eacl.org/",
+      "cfp_url": "https://2027.eacl.org/calls/papers/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "ARR submission deadline",
+      "event": {
+        "dates": "March 9-14, 2027",
+        "location": "Athens, Greece",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.eacl.org/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "arr-submission",
+          "label": "ARR submission deadline",
+          "short_label": "ARR submission",
+          "kind": "paper",
+          "deadline_at": "2026-08-03T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "ARR submission deadline \\(long (?:&|&) short papers\\)[^A-Za-z]{0,20}([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "commitment",
+          "label": "EACL commitment deadline",
+          "short_label": "Commitment",
+          "kind": "paper",
+          "deadline_at": "2026-10-11T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "EACL 2027 commitment deadline[^A-Za-z]{0,20}([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "notification",
+          "label": "Acceptance notification",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2026-11-12T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ]
+    },
+    {
+      "id": "aacl",
+      "name": "AACL",
+      "full_name": "Asia-Pacific Chapter of the Association for Computational Linguistics",
+      "areas": ["llm-nlp"],
+      "official_url": "https://www.aaclweb.org/",
+      "cfp_url": "https://www.aaclweb.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "November 6-10, 2026",
+        "location": "Hengqin, China",
+        "venue": "Venue TBA",
+        "source_url": "https://2026.aaclnet.org/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "coling",
+      "name": "COLING",
+      "full_name": "International Conference on Computational Linguistics",
+      "areas": ["llm-nlp"],
+      "official_url": "https://coling2025.org/",
+      "cfp_url": "https://coling2025.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "May 9-14, 2027",
+        "location": "Macau, China",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.coling-iccl.org/about/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "conll",
+      "name": "CoNLL",
+      "full_name": "Conference on Computational Natural Language Learning",
+      "areas": ["llm-nlp"],
+      "official_url": "https://www.conll.org/",
+      "cfp_url": "https://www.conll.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "July 3-4, 2026",
+        "location": "San Diego, California, USA",
+        "venue": "Co-located with ACL 2026",
+        "source_url": "https://www.conll.org/2026",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "icra",
+      "name": "ICRA",
+      "full_name": "IEEE International Conference on Robotics and Automation",
+      "areas": ["robotics"],
+      "official_url": "https://2027.ieee-icra.org/",
+      "cfp_url": "https://2027.ieee-icra.org/announcements/call-for-technical-papers/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Contributed paper submission deadline",
+      "event": {
+        "dates": "May 24-28, 2027",
+        "location": "Seoul, South Korea",
+        "venue": "COEX",
+        "source_url": "https://2027.ieee-icra.org/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "paper",
+          "label": "Contributed paper submission",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-09-15T23:59:00-07:00",
+          "timezone_label": "Pacific Time (PT)",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})[\\s\\S]{0,80}11:59[\\s\\S]{0,80}Contributed paper submission deadline",
+            "timezone": "America/Los_Angeles"
+          }
+        },
+        {
+          "id": "decision",
+          "label": "Notification of decision",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2027-01-31T23:59:00-08:00",
+          "timezone_label": "Pacific Time (PT)",
+          "status": "verified"
+        }
+      ]
+    },
+    {
+      "id": "iros",
+      "name": "IROS",
+      "full_name": "IEEE/RSJ International Conference on Intelligent Robots and Systems",
+      "areas": ["robotics"],
+      "official_url": "https://www.ieee-ras.org/event/2027-ieee-rsj-international-conference-on-intelligent-robots-and-systems-iros-70525/",
+      "cfp_url": "https://www.ieee-ras.org/event/2027-ieee-rsj-international-conference-on-intelligent-robots-and-systems-iros-70525/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "September 26-October 1, 2027",
+        "location": "Florence, Italy",
+        "venue": "Fortezza da Basso",
+        "source_url": "https://www.ieee-ras.org/event/2027-ieee-rsj-international-conference-on-intelligent-robots-and-systems-iros-70525/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "rss",
+      "name": "RSS",
+      "full_name": "Robotics: Science and Systems",
+      "areas": ["robotics"],
+      "official_url": "https://roboticsconference.org/",
+      "cfp_url": "https://roboticsconference.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "July 13-17, 2026",
+        "location": "Sydney, Australia",
+        "venue": "University of Technology Sydney and ICC Sydney",
+        "source_url": "https://roboticsconference.org/",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "corl",
+      "name": "CoRL",
+      "full_name": "Conference on Robot Learning",
+      "areas": ["robotics", "machine-learning"],
+      "official_url": "https://www.corl.org/",
+      "cfp_url": "https://www.corl.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "November 9-12, 2026",
+        "location": "Austin, Texas, USA",
+        "venue": "JW Marriott Austin, Hilton Austin, and Bass Hall",
+        "source_url": "https://www.corl.org/home",
+        "status": "official"
+      },
+      "milestones": []
+    },
+    {
+      "id": "humanoids",
+      "name": "Humanoids",
+      "full_name": "IEEE-RAS International Conference on Humanoid Robots",
+      "areas": ["robotics"],
+      "official_url": "https://www.ieee-ras.org/conferences-workshops/financially-co-sponsored/humanoids",
+      "cfp_url": "https://www.ieee-ras.org/conferences-workshops/financially-co-sponsored/humanoids",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "December 7-9, 2026",
+        "location": "Santa Clara, California, USA",
+        "venue": "Santa Clara Convention Center",
+        "source_url": "https://www.ieee-ras.org/event/2026-ieee-ras-25th-international-conference-on-humanoid-robots-humanoids-68892/",
+        "status": "official"
+      },
+      "milestones": []
+    }
+  ]
+}
diff --git a/docs/deadlines/README.md b/docs/deadlines/README.md
new file mode 100644
index 0000000..a399b4b
--- /dev/null
+++ b/docs/deadlines/README.md
@@ -0,0 +1,53 @@
+# Conference deadlines
+
+`/deadlines` is a venue-centered schedule for the lab's core Computer Vision, Machine Learning / AI, LLM / NLP, and Robotics venues.
+
+## Data source
+
+Edit `content/deadlines/venues.json`. Every venue has a direct official CFP URL, event details, a status, and zero or more milestones. A missing milestone is intentional: it means the next CFP has not published that date yet.
+
+Use the `event` object to show the conference period, city/country, and the specific convention venue. Use `Venue TBA` when the organiser has announced the host city but not the building. Keep `source_url` pointed to the official event page.
+
+```json
+{
+  "event": {
+    "dates": "June 20–24, 2027",
+    "location": "Seattle, WA, USA",
+    "venue": "Venue TBA",
+    "source_url": "https://example.org/official-event",
+    "status": "official"
+  }
+}
+```
+
+Each milestone stores the official instant with its timezone. Use a full ISO 8601 value with an offset; for Anywhere on Earth, use `-12:00`.
+
+```json
+{
+  "id": "paper",
+  "label": "Paper deadline",
+  "short_label": "Paper",
+  "kind": "paper",
+  "deadline_at": "2026-09-25T23:59:00-12:00",
+  "timezone_label": "AoE",
+  "status": "verified"
+}
+```
+
+Do not add a date by extrapolating from a previous year. Use `awaiting_cfp` until a current official CFP publishes it, then set the venue to `verified`, update `source_checked_at`, and add the official date.
+
+## Commands
+
+```bash
+npm run deadlines:validate
+npm run deadlines:sync
+npm run deadlines:refresh
+```
+
+`deadlines:sync` validates the source file and creates `src/generated/deadlines.generated.json` for the site. `deadlines:refresh` additionally checks every official CFP URL, records a source-health result in that generated file, confirms configured evidence text for verified venues, and applies a configured venue-specific date extractor when it can prove a current official date.
+
+The deployment workflow runs the source check once each day at 02:17 UTC. The published site calculates the countdown in the visitor's browser, so the remaining time updates every second without waiting for another deployment.
+
+## Adding a source parser
+
+Official CFP formats differ widely. The initial automation parses the stable WACV and ICLR formats and monitors the remaining official sources. When another venue's current CFP format is stable, add a `source_parser` to its milestone, validate its output against the source, and retain the previous verified date if the parser cannot prove a replacement value. This avoids silently publishing an incorrect deadline after a conference site redesign.
diff --git a/package.json b/package.json
index 574beac..041532d 100644
--- a/package.json
+++ b/package.json
@@ -10,6 +10,9 @@
         "photos:sync": "node scripts/content/photos.mjs",
         "people:sync": "node scripts/content/people.mjs",
         "people:validate": "node scripts/content/people.mjs --validate-only",
+        "deadlines:sync": "node scripts/content/deadlines.mjs",
+        "deadlines:refresh": "node scripts/content/deadlines.mjs --refresh-sources",
+        "deadlines:validate": "node scripts/content/deadlines.mjs --validate-only",
         "research:validate": "node scripts/content/research.mjs",
         "validate:content": "node scripts/content/validate.mjs",
         "audit:dependencies": "better-npm-audit audit --level low --exclude GHSA-qwww-vcr4-c8h2",
diff --git a/scripts/content/deadlines.mjs b/scripts/content/deadlines.mjs
new file mode 100644
index 0000000..eee8d0b
--- /dev/null
+++ b/scripts/content/deadlines.mjs
@@ -0,0 +1,413 @@
+import { createHash } from "node:crypto";
+import path from "node:path";
+import { promises as fs } from "node:fs";
+import { GENERATED_DIR, ROOT_DIR, writeJsonFile } from "./lib.mjs";
+
+const DEADLINE_CONTENT_FILE = path.resolve(
+    ROOT_DIR,
+    "content/deadlines/venues.json",
+);
+const DEADLINE_GENERATED_FILE = path.resolve(
+    GENERATED_DIR,
+    "deadlines.generated.json",
+);
+const SOURCE_TIMEOUT_MS = 15_000;
+const MONTH_INDEX = {
+    jan: "01",
+    january: "01",
+    feb: "02",
+    february: "02",
+    mar: "03",
+    march: "03",
+    apr: "04",
+    april: "04",
+    may: "05",
+    jun: "06",
+    june: "06",
+    jul: "07",
+    july: "07",
+    aug: "08",
+    august: "08",
+    sep: "09",
+    sept: "09",
+    september: "09",
+    oct: "10",
+    october: "10",
+    nov: "11",
+    november: "11",
+    dec: "12",
+    december: "12",
+};
+
+const isNonEmptyString = (value) =>
+    typeof value === "string" && value.trim().length > 0;
+
+const isHttpUrl = (value) => {
+    if (!isNonEmptyString(value)) {
+        return false;
+    }
+
+    try {
+        const url = new URL(value);
+        return url.protocol === "https:" || url.protocol === "http:";
+    } catch {
+        return false;
+    }
+};
+
+const validateDeadline = (deadline, venueId, index) => {
+    const prefix = `[deadlines] venues.${venueId}.milestones[${index}]`;
+
+    for (const field of ["id", "label", "short_label", "kind", "timezone_label", "status"]) {
+        if (!isNonEmptyString(deadline?.[field])) {
+            throw new Error(`${prefix}.${field} must be a non-empty string.`);
+        }
+    }
+
+    if (!isNonEmptyString(deadline.deadline_at)) {
+        throw new Error(`${prefix}.deadline_at must be a non-empty ISO date.`);
+    }
+
+    if (Number.isNaN(Date.parse(deadline.deadline_at))) {
+        throw new Error(`${prefix}.deadline_at is not a valid date.`);
+    }
+
+    if (deadline.source_parser !== undefined) {
+        if (
+            !deadline.source_parser ||
+            !isNonEmptyString(deadline.source_parser.match) ||
+            !isNonEmptyString(deadline.source_parser.timezone)
+        ) {
+            throw new Error(
+                `${prefix}.source_parser must contain match and timezone strings.`,
+            );
+        }
+
+        try {
+            new RegExp(deadline.source_parser.match, "i");
+        } catch {
+            throw new Error(`${prefix}.source_parser.match is not a valid regular expression.`);
+        }
+    }
+};
+
+const validateEvent = (event, prefix) => {
+    if (event === undefined) {
+        return;
+    }
+
+    if (!event || typeof event !== "object" || Array.isArray(event)) {
+        throw new Error(`${prefix}.event must be an object when provided.`);
+    }
+
+    for (const field of ["dates", "location", "venue", "source_url", "status"]) {
+        if (!isNonEmptyString(event[field])) {
+            throw new Error(`${prefix}.event.${field} must be a non-empty string.`);
+        }
+    }
+
+    if (!isHttpUrl(event.source_url)) {
+        throw new Error(`${prefix}.event.source_url must be a valid URL.`);
+    }
+};
+
+export const validateDeadlineContent = (data) => {
+    if (!data || typeof data !== "object" || Array.isArray(data)) {
+        throw new Error("[deadlines] content must be a JSON object.");
+    }
+
+    if (!Array.isArray(data.meta?.area_order) || !data.meta.area_order.length) {
+        throw new Error("[deadlines] meta.area_order must be a non-empty array.");
+    }
+
+    if (!data.meta?.area_labels || typeof data.meta.area_labels !== "object") {
+        throw new Error("[deadlines] meta.area_labels must be an object.");
+    }
+
+    const areaSet = new Set(data.meta.area_order);
+    if (areaSet.size !== data.meta.area_order.length) {
+        throw new Error("[deadlines] meta.area_order contains duplicates.");
+    }
+    data.meta.area_order.forEach((area) => {
+        if (!isNonEmptyString(data.meta.area_labels[area])) {
+            throw new Error(`[deadlines] meta.area_labels.${area} is missing.`);
+        }
+    });
+
+    if (!Array.isArray(data.venues) || !data.venues.length) {
+        throw new Error("[deadlines] venues must be a non-empty array.");
+    }
+
+    const venueIds = new Set();
+    data.venues.forEach((venue, index) => {
+        const prefix = `[deadlines] venues[${index}]`;
+        for (const field of ["id", "name", "full_name", "official_url", "cfp_url", "status"]) {
+            if (!isNonEmptyString(venue?.[field])) {
+                throw new Error(`${prefix}.${field} must be a non-empty string.`);
+            }
+        }
+
+        if (venueIds.has(venue.id)) {
+            throw new Error(`${prefix}.id duplicates ${venue.id}.`);
+        }
+        venueIds.add(venue.id);
+
+        if (!isHttpUrl(venue.official_url) || !isHttpUrl(venue.cfp_url)) {
+            throw new Error(`${prefix} must use valid official and CFP URLs.`);
+        }
+
+        validateEvent(venue.event, prefix);
+
+        if (
+            !Array.isArray(venue.areas) ||
+            !venue.areas.length ||
+            venue.areas.some((area) => !areaSet.has(area))
+        ) {
+            throw new Error(`${prefix}.areas must contain known area keys.`);
+        }
+
+        if (!Array.isArray(venue.milestones)) {
+            throw new Error(`${prefix}.milestones must be an array.`);
+        }
+
+        const milestoneIds = new Set();
+        venue.milestones.forEach((deadline, milestoneIndex) => {
+            validateDeadline(deadline, venue.id, milestoneIndex);
+            if (milestoneIds.has(deadline.id)) {
+                throw new Error(
+                    `[deadlines] venues.${venue.id} contains duplicate milestone ${deadline.id}.`,
+                );
+            }
+            milestoneIds.add(deadline.id);
+        });
+
+        if (venue.status === "verified" && !isNonEmptyString(venue.source_checked_at)) {
+            throw new Error(`${prefix}.source_checked_at is required for verified data.`);
+        }
+    });
+};
+
+const readDeadlineContent = async () => {
+    let raw;
+    try {
+        raw = await fs.readFile(DEADLINE_CONTENT_FILE, "utf8");
+    } catch (error) {
+        throw new Error(
+            `[deadlines] Cannot read ${path.relative(ROOT_DIR, DEADLINE_CONTENT_FILE)}: ${error.message || error}`,
+        );
+    }
+
+    try {
+        return JSON.parse(raw);
+    } catch (error) {
+        throw new Error(
+            `[deadlines] Invalid JSON in ${path.relative(ROOT_DIR, DEADLINE_CONTENT_FILE)}: ${error.message || error}`,
+        );
+    }
+};
+
+const normalizePageText = (html) =>
+    html
+        .replace(/<script[\s\S]*?<\/script>/gi, " ")
+        .replace(/<style[\s\S]*?<\/style>/gi, " ")
+        .replace(/<[^>]+>/g, " ")
+        .replace(/&nbsp;/gi, " ")
+        .replace(/\s+/g, " ")
+        .trim();
+
+const getTimezoneOffset = (date, timezone) => {
+    if (timezone === "AoE") {
+        return "-12:00";
+    }
+
+    if (timezone !== "America/Los_Angeles") {
+        return null;
+    }
+
+    const parts = new Intl.DateTimeFormat("en-US", {
+        timeZone: timezone,
+        year: "numeric",
+        month: "2-digit",
+        day: "2-digit",
+        hour: "2-digit",
+        minute: "2-digit",
+        hourCycle: "h23",
+    })
+        .formatToParts(date)
+        .reduce((result, part) => ({ ...result, [part.type]: part.value }), {});
+    const localAsUtc = Date.UTC(
+        Number(parts.year),
+        Number(parts.month) - 1,
+        Number(parts.day),
+        Number(parts.hour),
+        Number(parts.minute),
+    );
+    const offsetMinutes = Math.round((localAsUtc - date.getTime()) / 60_000);
+    const sign = offsetMinutes >= 0 ? "+" : "-";
+    const absoluteMinutes = Math.abs(offsetMinutes);
+    const hours = String(Math.floor(absoluteMinutes / 60)).padStart(2, "0");
+    const minutes = String(absoluteMinutes % 60).padStart(2, "0");
+    return `${sign}${hours}:${minutes}`;
+};
+
+const toDeadlineAt = (dateText, timezone) => {
+    const match = dateText
+        .trim()
+        .match(/^([A-Za-z]+)\.?\s+(\d{1,2})(?:,)?\s+'?(\d{2}|\d{4})$/);
+    if (!match) {
+        return null;
+    }
+
+    const month = MONTH_INDEX[match[1].toLowerCase()];
+    const day = String(Number(match[2])).padStart(2, "0");
+    const year = match[3].length === 2 ? `20${match[3]}` : match[3];
+    if (!month || Number(day) < 1 || Number(day) > 31) {
+        return null;
+    }
+
+    const date = new Date(`${year}-${month}-${day}T23:59:00Z`);
+    const timezoneOffset = getTimezoneOffset(date, timezone);
+    return timezoneOffset
+        ? `${year}-${month}-${day}T23:59:00${timezoneOffset}`
+        : null;
+};
+
+const extractMilestones = (venue, text) => {
+    const extracted = {};
+    const errors = [];
+
+    venue.milestones.forEach((milestone) => {
+        if (!milestone.source_parser) {
+            return;
+        }
+
+        const matched = new RegExp(milestone.source_parser.match, "i").exec(text);
+        const dateText = matched?.[1] ?? "";
+        const deadlineAt = toDeadlineAt(dateText, milestone.source_parser.timezone);
+
+        if (!deadlineAt) {
+            errors.push(`${milestone.short_label} could not be extracted`);
+            return;
+        }
+
+        extracted[milestone.id] = deadlineAt;
+    });
+
+    return { extracted, errors };
+};
+
+const checkOfficialSource = async (venue) => {
+    const checkedAt = new Date().toISOString();
+    const controller = new AbortController();
+    const timeout = setTimeout(() => controller.abort(), SOURCE_TIMEOUT_MS);
+
+    try {
+        const response = await fetch(venue.cfp_url, {
+            headers: {
+                "user-agent": "CVL-Lab-Deadline-Monitor/1.0 (+https://cvl-lab.github.io)",
+                accept: "text/html,application/xhtml+xml",
+            },
+            redirect: "follow",
+            signal: controller.signal,
+        });
+        const html = await response.text();
+        const text = normalizePageText(html);
+        const evidence = venue.source_evidence?.trim();
+        const evidenceFound = !evidence || text.toLowerCase().includes(evidence.toLowerCase());
+        const { extracted, errors } = extractMilestones(venue, text);
+        const hasExtractionFailure = errors.length > 0;
+
+        return {
+            checked_at: checkedAt,
+            state:
+                response.ok && evidenceFound && !hasExtractionFailure
+                    ? "matched"
+                    : "needs_review",
+            http_status: response.status,
+            content_fingerprint: createHash("sha256").update(text).digest("hex").slice(0, 16),
+            extracted_milestones: extracted,
+            message: response.ok
+                ? !evidenceFound
+                    ? "Official source changed or no longer contains the configured evidence."
+                    : hasExtractionFailure
+                      ? `Official source needs review: ${errors.join(", ")}.`
+                      : "Official source matched the configured evidence."
+                : `Official source returned HTTP ${response.status}.`,
+        };
+    } catch (error) {
+        return {
+            checked_at: checkedAt,
+            state: "unavailable",
+            http_status: null,
+            content_fingerprint: null,
+            extracted_milestones: {},
+            message: `Official source could not be checked: ${error.name === "AbortError" ? "request timed out" : error.message || String(error)}.`,
+        };
+    } finally {
+        clearTimeout(timeout);
+    }
+};
+
+const buildGeneratedData = (data, sourceChecks = {}) => ({
+    meta: data.meta,
+    venues: data.venues.map((venue) => ({
+        ...venue,
+        milestones: venue.milestones.map((milestone) => ({
+            ...milestone,
+            deadline_at:
+                sourceChecks[venue.id]?.state === "matched" &&
+                sourceChecks[venue.id]?.extracted_milestones?.[milestone.id]
+                    ? sourceChecks[venue.id].extracted_milestones[milestone.id]
+                    : milestone.deadline_at,
+        })).sort(
+            (left, right) =>
+                new Date(left.deadline_at).getTime() -
+                new Date(right.deadline_at).getTime(),
+        ),
+        source_check: sourceChecks[venue.id] ?? null,
+    })),
+});
+
+export const syncDeadlineContent = async ({
+    validateOnly = false,
+    refreshSources = false,
+} = {}) => {
+    const data = await readDeadlineContent();
+    validateDeadlineContent(data);
+
+    const sourceChecks = {};
+    if (refreshSources) {
+        const results = await Promise.all(
+            data.venues.map(async (venue) => [venue.id, await checkOfficialSource(venue)]),
+        );
+        results.forEach(([id, check]) => {
+            sourceChecks[id] = check;
+        });
+    }
+
+    const generated = buildGeneratedData(data, sourceChecks);
+    if (!validateOnly) {
+        await writeJsonFile(DEADLINE_GENERATED_FILE, generated);
+    }
+
+    return generated;
+};
+
+const isExecutedDirectly =
+    process.argv[1] && path.resolve(process.argv[1]) === path.resolve(new URL(import.meta.url).pathname);
+
+if (isExecutedDirectly) {
+    const refreshSources = process.argv.includes("--refresh-sources");
+    const validateOnly = process.argv.includes("--validate-only");
+
+    syncDeadlineContent({ validateOnly, refreshSources })
+        .then((data) => {
+            console.log(
+                `[deadlines] ${validateOnly ? "validation" : refreshSources ? "source refresh" : "sync"} completed for ${data.venues.length} venues.`,
+            );
+        })
+        .catch((error) => {
+            console.error(error.message || error);
+            process.exit(1);
+        });
+}
diff --git a/scripts/content/sync.mjs b/scripts/content/sync.mjs
index 3bec0bf..dbdd2dc 100644
--- a/scripts/content/sync.mjs
+++ b/scripts/content/sync.mjs
@@ -3,6 +3,7 @@ import { syncPeopleImages } from "./people.mjs";
 import { syncPublicationContent } from "./publications.mjs";
 import { syncPhotoContent } from "./photos.mjs";
 import { validateResearchContent } from "./research.mjs";
+import { syncDeadlineContent } from "./deadlines.mjs";
 
 const run = async () => {
     await validateResearchContent();
@@ -10,6 +11,7 @@ const run = async () => {
     await syncNewsContent({ publicationItems });
     await syncPhotoContent();
     await syncPeopleImages();
+    await syncDeadlineContent();
     console.log("[content] sync completed");
 };
 
diff --git a/scripts/content/validate.mjs b/scripts/content/validate.mjs
index d2ec56e..87a096a 100644
--- a/scripts/content/validate.mjs
+++ b/scripts/content/validate.mjs
@@ -3,6 +3,7 @@ import { syncPeopleImages } from "./people.mjs";
 import { syncPublicationContent } from "./publications.mjs";
 import { syncPhotoContent } from "./photos.mjs";
 import { validateResearchContent } from "./research.mjs";
+import { syncDeadlineContent } from "./deadlines.mjs";
 
 const run = async () => {
     await validateResearchContent();
@@ -12,6 +13,7 @@ const run = async () => {
     await syncNewsContent({ validateOnly: true, publicationItems });
     await syncPhotoContent({ validateOnly: true });
     await syncPeopleImages({ validateOnly: true });
+    await syncDeadlineContent({ validateOnly: true });
     console.log("[content] validation completed");
 };
 
diff --git a/src/App.css b/src/App.css
index 31408ee..98b8ca4 100644
--- a/src/App.css
+++ b/src/App.css
@@ -27,6 +27,12 @@
     --app-accent: var(--tab-research-accent);
 }
 
+.app--deadlines {
+    --app-tint: var(--tab-deadlines-tint);
+    --app-border: var(--tab-deadlines-border);
+    --app-accent: var(--tab-deadlines-accent);
+}
+
 .app--publication {
     --app-tint: var(--tab-publication-tint);
     --app-border: var(--tab-publication-border);
diff --git a/src/components/Nav.jsx b/src/components/Nav.jsx
index 9a6f8ee..f45a5d2 100644
--- a/src/components/Nav.jsx
+++ b/src/components/Nav.jsx
@@ -333,6 +333,10 @@ export default function Nav() {
                 },
             ],
         },
+        {
+            key: "deadlines",
+            label: "Deadlines",
+        },
         {
             key: "publication",
             label: "Publication",
diff --git a/src/components/tabs/Deadlines.css b/src/components/tabs/Deadlines.css
new file mode 100644
index 0000000..165ed11
--- /dev/null
+++ b/src/components/tabs/Deadlines.css
@@ -0,0 +1,295 @@
+.deadlines {
+    width: 100%;
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    gap: var(--section-gap);
+}
+
+.deadlines__controls,
+.deadlines__list {
+    width: 100%;
+}
+
+.deadlines__filters {
+    padding-top: 0;
+}
+
+.deadlines__filter-btn,
+.deadlines__milestone-btn {
+    --btn-height-local: 2.05rem;
+    --btn-pad-x-local: 0.72rem;
+    --surface-hover-bg: var(--surface-hover-soft);
+    --surface-hover-border: var(--line-strong);
+    --surface-hover-shadow: var(--shadow-elev-1);
+    --surface-hover-translate: 0px;
+}
+
+.deadlines__list {
+    display: grid;
+    gap: var(--section-gap);
+}
+
+.deadlines__list-head {
+    display: grid;
+    gap: var(--section-head-gap);
+}
+
+.deadlines__list-head h2 {
+    position: relative;
+    width: fit-content;
+    padding-bottom: var(--space-1p5);
+    font-size: var(--section-title-size);
+}
+
+.deadlines__list-head h2::after {
+    content: "";
+    position: absolute;
+    left: 0;
+    bottom: 0;
+    width: 2rem;
+    height: 2px;
+    border-radius: 999px;
+    background: var(--tab-identity-accent, var(--accent-ui-500));
+}
+
+.deadlines__list-head p {
+    margin: 0;
+    color: var(--text-muted);
+    font-size: var(--section-copy-size);
+}
+
+.deadlines__venue {
+    display: grid;
+    gap: var(--row-gap);
+}
+
+.deadlines__venue-head {
+    display: flex;
+    align-items: flex-start;
+    justify-content: space-between;
+    gap: var(--row-gap);
+}
+
+.deadlines__venue-identity {
+    min-width: 0;
+    display: grid;
+    gap: var(--space-1);
+}
+
+.deadlines__venue-identity h2 {
+    font-size: var(--card-title-size);
+}
+
+.deadlines__venue-identity > p {
+    margin: 0;
+    color: var(--text-muted);
+    font-size: var(--type-support-size);
+}
+
+.deadlines__badges {
+    display: flex;
+    flex-wrap: wrap;
+    gap: var(--control-gap);
+}
+
+.deadlines__badge {
+    width: fit-content;
+    padding: var(--chip-pad-y) var(--chip-pad-x);
+    border: 1px solid var(--outline-color);
+    border-radius: 999px;
+    color: var(--text-secondary);
+    background: var(--surface-2);
+    font-size: var(--badge-text-size);
+    font-weight: var(--type-badge-weight);
+    line-height: var(--type-badge-line-height);
+    text-transform: uppercase;
+}
+
+.deadlines__badge--area {
+    color: var(--tab-deadlines-accent);
+    border-color: var(--tab-deadlines-border);
+    background: var(--tab-deadlines-tint);
+}
+
+.deadlines__badge--verified {
+    color: #267a56;
+    border-color: #b9e1cf;
+    background: #edfbf3;
+}
+
+.deadlines__badge--awaiting,
+.deadlines__badge--review,
+.deadlines__badge--estimated {
+    color: var(--text-secondary);
+}
+
+.deadlines__official-link {
+    --btn-ink: var(--tab-deadlines-accent);
+
+    flex: 0 0 auto;
+}
+
+.deadlines__event {
+    display: grid;
+    grid-template-columns: repeat(3, minmax(0, 1fr)) auto;
+    align-items: end;
+    gap: var(--row-gap);
+    margin: 0;
+    padding: var(--space-3) 0;
+    border-top: 1px solid var(--tab-deadlines-border);
+    border-bottom: 1px solid var(--tab-deadlines-border);
+}
+
+.deadlines__event-item {
+    min-width: 0;
+    display: grid;
+    gap: var(--space-0p5);
+}
+
+.deadlines__event-item--source {
+    width: fit-content;
+}
+
+.deadlines__event dt {
+    color: var(--text-muted);
+    font-size: var(--type-meta-size);
+    font-weight: 650;
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
+}
+
+.deadlines__event dd {
+    margin: 0;
+    color: var(--text-secondary);
+    font-size: var(--type-support-size);
+    line-height: 1.45;
+}
+
+.deadlines__event-link {
+    color: var(--tab-deadlines-accent);
+    font-size: var(--type-meta-size);
+    font-weight: 650;
+    white-space: nowrap;
+}
+
+.deadlines__schedule {
+    display: grid;
+    gap: var(--space-3);
+    padding-top: var(--space-3);
+}
+
+.deadlines__milestone-tabs {
+    display: flex;
+    flex-wrap: wrap;
+    gap: var(--control-gap);
+}
+
+.deadlines__milestone-btn.is-active {
+    --btn-bg: var(--tab-deadlines-tint);
+    --btn-border: var(--tab-deadlines-border);
+    --btn-ink: var(--tab-deadlines-accent);
+    --btn-shadow: var(--shadow-elev-1);
+}
+
+.deadlines__milestone-detail {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: var(--row-gap);
+    padding: var(--row-pad-y) var(--row-pad-x);
+    border: 1px solid var(--tab-deadlines-border);
+    border-radius: var(--radius-md);
+    background: linear-gradient(110deg, var(--tab-deadlines-tint), var(--surface) 66%);
+}
+
+.deadlines__milestone-detail > div {
+    min-width: 0;
+    display: grid;
+    gap: var(--space-0p5);
+}
+
+.deadlines__milestone-label,
+.deadlines__date,
+.deadlines__timezone-note,
+.deadlines__countdown,
+.deadlines__empty-schedule p,
+.deadlines__source-meta {
+    margin: 0;
+}
+
+.deadlines__milestone-label {
+    color: var(--text-primary);
+    font-size: var(--type-support-size);
+    font-weight: 650;
+}
+
+.deadlines__date {
+    color: var(--text-secondary);
+    font-variant-numeric: tabular-nums;
+}
+
+.deadlines__timezone-note,
+.deadlines__source-meta {
+    color: var(--text-muted);
+    font-size: var(--type-meta-size);
+}
+
+.deadlines__countdown {
+    flex: 0 0 auto;
+    color: var(--tab-deadlines-accent);
+    font-size: clamp(1.02rem, 2vw, 1.34rem);
+    font-weight: 720;
+    font-variant-numeric: tabular-nums;
+    letter-spacing: -0.02em;
+    white-space: nowrap;
+}
+
+.deadlines__empty-schedule {
+    padding: var(--row-pad-y) var(--row-pad-x);
+    border: 1px dashed var(--tab-deadlines-border);
+    border-radius: var(--radius-md);
+    background: var(--surface-2);
+}
+
+.deadlines__empty-schedule p {
+    color: var(--text-muted);
+    font-size: var(--type-support-size);
+}
+
+.deadlines__source-meta {
+    display: flex;
+    flex-wrap: wrap;
+    gap: var(--space-1);
+}
+
+.deadlines__source-meta span + span::before {
+    content: "·";
+    margin-right: var(--space-1);
+}
+
+@media (max-width: 52rem) {
+    .deadlines__filter-btn,
+    .deadlines__milestone-btn {
+        --btn-height-local: var(--target-min);
+    }
+
+    .deadlines__venue-head,
+    .deadlines__milestone-detail {
+        flex-direction: column;
+    }
+
+    .deadlines__event {
+        grid-template-columns: 1fr;
+        align-items: start;
+        gap: var(--space-2);
+    }
+
+    .deadlines__official-link {
+        align-self: flex-start;
+    }
+
+    .deadlines__countdown {
+        font-size: 1.04rem;
+    }
+}
diff --git a/src/components/tabs/Deadlines.jsx b/src/components/tabs/Deadlines.jsx
new file mode 100644
index 0000000..54bd0a9
--- /dev/null
+++ b/src/components/tabs/Deadlines.jsx
@@ -0,0 +1,229 @@
+/* eslint-disable react/prop-types */
+import { useEffect, useMemo, useState } from "react";
+import {
+    DEADLINE_AREAS,
+    DEADLINE_DISPLAY_TIMEZONE,
+    formatDeadlineInDisplayTimezone,
+    formatSourceCheckedAt,
+    getAllVenues,
+    getCountdownLabel,
+    getDefaultMilestoneId,
+    getVenueStatusMeta,
+} from "../../utils/deadlineData";
+import "./Deadlines.css";
+
+const ALL_AREAS = "all";
+
+const getSelectedMilestone = (venue, selectedMilestones, now) => {
+    const selectedId = selectedMilestones[venue.id] ?? getDefaultMilestoneId(venue, now);
+    return venue.milestones.find((milestone) => milestone.id === selectedId) ?? null;
+};
+
+function DeadlineCard({ venue, selectedMilestones, onSelectMilestone, now }) {
+    const selectedMilestone = getSelectedMilestone(venue, selectedMilestones, now);
+    const statusMeta = getVenueStatusMeta(venue.status);
+    const sourceCheck = venue.source_check;
+    const event = venue.event;
+
+    return (
+        <article data-reveal className="deadlines__venue page-panel page-panel--compact">
+            <div className="deadlines__venue-head">
+                <div className="deadlines__venue-identity">
+                    <div className="deadlines__badges">
+                        {venue.areas.map((area) => {
+                            const areaMeta = DEADLINE_AREAS.find((item) => item.key === area);
+                            return (
+                                <span key={area} className="deadlines__badge deadlines__badge--area">
+                                    {areaMeta?.label ?? area}
+                                </span>
+                            );
+                        })}
+                        <span className={`deadlines__badge deadlines__badge--${statusMeta.tone}`}>
+                            {statusMeta.label}
+                        </span>
+                    </div>
+                    <h2>{venue.name}</h2>
+                    <p>{venue.full_name}</p>
+                </div>
+                <a
+                    className="deadlines__official-link btn btn--secondary btn--sm interactive-button"
+                    href={venue.cfp_url}
+                    target="_blank"
+                    rel="noreferrer">
+                    Official CFP <span aria-hidden="true">↗</span>
+                </a>
+            </div>
+
+            {event ? (
+                <dl className="deadlines__event" aria-label={`${venue.name} event details`}>
+                    <div className="deadlines__event-item">
+                        <dt>Event dates</dt>
+                        <dd>{event.dates}</dd>
+                    </div>
+                    <div className="deadlines__event-item">
+                        <dt>Location</dt>
+                        <dd>{event.location}</dd>
+                    </div>
+                    <div className="deadlines__event-item">
+                        <dt>Venue</dt>
+                        <dd>{event.venue}</dd>
+                    </div>
+                    <div className="deadlines__event-item deadlines__event-item--source">
+                        <dt>Source</dt>
+                        <dd>
+                            <a
+                                className="deadlines__event-link"
+                                href={event.source_url}
+                                target="_blank"
+                                rel="noreferrer">
+                                Official event info <span aria-hidden="true">↗</span>
+                            </a>
+                        </dd>
+                    </div>
+                </dl>
+            ) : null}
+
+            {venue.milestones.length > 0 && selectedMilestone ? (
+                <div className="deadlines__schedule">
+                    <div
+                        className="deadlines__milestone-tabs"
+                        role="group"
+                        aria-label={`${venue.name} deadline stages`}>
+                        {venue.milestones.map((milestone) => {
+                            const isSelected = milestone.id === selectedMilestone.id;
+                            return (
+                                <button
+                                    key={milestone.id}
+                                    type="button"
+                                    className={`deadlines__milestone-btn btn btn--secondary btn--sm interactive-button ${isSelected ? "is-active" : ""}`}
+                                    aria-pressed={isSelected}
+                                    onClick={() => onSelectMilestone(venue.id, milestone.id)}>
+                                    {milestone.short_label}
+                                </button>
+                            );
+                        })}
+                    </div>
+                    <div className="deadlines__milestone-detail" aria-live="polite">
+                        <div>
+                            <p className="deadlines__milestone-label">{selectedMilestone.label}</p>
+                            <p className="deadlines__date">
+                                {formatDeadlineInDisplayTimezone(selectedMilestone.deadline_at)} KST
+                            </p>
+                            <p className="deadlines__timezone-note">
+                                Official deadline timezone: {selectedMilestone.timezone_label}
+                            </p>
+                        </div>
+                        <p className="deadlines__countdown" aria-label={`Time remaining: ${getCountdownLabel(selectedMilestone.deadline_at, now)}`}>
+                            {getCountdownLabel(selectedMilestone.deadline_at, now)}
+                        </p>
+                    </div>
+                </div>
+            ) : (
+                <div className="deadlines__empty-schedule">
+                    <p>Track-specific deadlines have not been published in the current official CFP.</p>
+                </div>
+            )}
+
+            <div className="deadlines__source-meta">
+                <span>
+                    {venue.source_checked_at
+                        ? `Verified ${formatSourceCheckedAt(venue.source_checked_at)}`
+                        : "Official CFP will be monitored when the current cycle opens."}
+                </span>
+                {sourceCheck && sourceCheck.state !== "matched" ? (
+                    <span>{sourceCheck.message}</span>
+                ) : null}
+            </div>
+        </article>
+    );
+}
+
+function Deadlines() {
+    const [selectedArea, setSelectedArea] = useState(ALL_AREAS);
+    const [selectedMilestones, setSelectedMilestones] = useState({});
+    const [now, setNow] = useState(null);
+    const venues = useMemo(() => getAllVenues(), []);
+
+    useEffect(() => {
+        const tick = () => setNow(new Date());
+        tick();
+        const intervalId = window.setInterval(tick, 1_000);
+        return () => window.clearInterval(intervalId);
+    }, []);
+
+    const filteredVenues = useMemo(
+        () =>
+            venues.filter(
+                (venue) =>
+                    selectedArea === ALL_AREAS || venue.areas.includes(selectedArea),
+            ),
+        [selectedArea, venues],
+    );
+
+    const handleSelectMilestone = (venueId, milestoneId) => {
+        setSelectedMilestones((current) => ({
+            ...current,
+            [venueId]: milestoneId,
+        }));
+    };
+
+    return (
+        <div data-reveal data-reveal-load-delay="60" className="deadlines">
+            <div data-reveal className="tab-header page-head page-head--deadlines">
+                <h1>Deadlines</h1>
+                <p className="page-head__summary">
+                    Official conference submission schedules for the lab’s core research areas. Countdown times are shown live in Korea Standard Time.
+                </p>
+            </div>
+
+            <section
+                data-reveal
+                className="deadlines__controls page-panel page-panel--compact page-panel--section-start page-controls"
+                aria-labelledby="deadlines-controls-title">
+                <div className="deadlines__controls-intro page-controls__intro">
+                    <h2 id="deadlines-controls-title">Browse venues</h2>
+                    <p>Choose a research area, then switch between milestones inside each venue.</p>
+                </div>
+                <div className="deadlines__filters page-controls__actions" role="group" aria-label="Filter conference deadlines by research area">
+                    <button
+                        type="button"
+                        className={`deadlines__filter-btn btn btn--secondary btn--sm interactive-button ${selectedArea === ALL_AREAS ? "is-active" : ""}`}
+                        aria-pressed={selectedArea === ALL_AREAS}
+                        onClick={() => setSelectedArea(ALL_AREAS)}>
+                        All venues
+                    </button>
+                    {DEADLINE_AREAS.map((area) => (
+                        <button
+                            key={area.key}
+                            type="button"
+                            className={`deadlines__filter-btn btn btn--secondary btn--sm interactive-button ${selectedArea === area.key ? "is-active" : ""}`}
+                            aria-pressed={selectedArea === area.key}
+                            onClick={() => setSelectedArea(area.key)}>
+                            {area.label}
+                        </button>
+                    ))}
+                </div>
+            </section>
+
+            <section className="deadlines__list" aria-labelledby="deadlines-list-title">
+                <div className="deadlines__list-head">
+                    <div>
+                        <h2 id="deadlines-list-title">Conference schedule</h2>
+                        <p>{filteredVenues.length} venues · Times displayed in {DEADLINE_DISPLAY_TIMEZONE}</p>
+                    </div>
+                </div>
+                {filteredVenues.map((venue) => (
+                    <DeadlineCard
+                        key={venue.id}
+                        venue={venue}
+                        selectedMilestones={selectedMilestones}
+                        onSelectMilestone={handleSelectMilestone}
+                        now={now}
+                    />
+                ))}
+            </section>
+        </div>
+    );
+}
+
+export default Deadlines;
diff --git a/src/generated/deadlines.generated.json b/src/generated/deadlines.generated.json
new file mode 100644
index 0000000..9c1aacc
--- /dev/null
+++ b/src/generated/deadlines.generated.json
@@ -0,0 +1,1039 @@
+{
+  "meta": {
+    "title": "CVL-Lab conference deadlines",
+    "updated_at": "2026-08-12T09:00:00+09:00",
+    "display_timezone": "Asia/Seoul",
+    "area_order": [
+      "computer-vision",
+      "machine-learning",
+      "llm-nlp",
+      "robotics"
+    ],
+    "area_labels": {
+      "computer-vision": "Computer Vision",
+      "machine-learning": "Machine Learning / AI",
+      "llm-nlp": "LLM / NLP",
+      "robotics": "Robotics"
+    }
+  },
+  "venues": [
+    {
+      "id": "cvpr",
+      "name": "CVPR",
+      "full_name": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://cvpr.thecvf.com/",
+      "cfp_url": "https://cvpr.thecvf.com/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "June 20-24, 2027",
+        "location": "Seattle, Washington, USA",
+        "venue": "Venue TBA",
+        "source_url": "https://www.thecvf.com/?p=137",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.373Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "df9cca766b463b89",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "iccv",
+      "name": "ICCV",
+      "full_name": "IEEE/CVF International Conference on Computer Vision",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://iccv.thecvf.com/",
+      "cfp_url": "https://iccv.thecvf.com/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "October 2-8, 2027",
+        "location": "Hong Kong",
+        "venue": "Venue TBA",
+        "source_url": "https://www.thecvf.com/?p=137",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.394Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "21d8ae8ccbca0680",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "eccv",
+      "name": "ECCV",
+      "full_name": "European Conference on Computer Vision",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://eccv.ecva.net/",
+      "cfp_url": "https://eccv.ecva.net/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "September 8-12, 2026",
+        "location": "Malmo, Sweden",
+        "venue": "Malmo Arena and Malmomassan",
+        "source_url": "https://eccv.ecva.net/Conferences/2026",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.395Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "87bf552c3c1aec01",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "wacv",
+      "name": "WACV 2027",
+      "full_name": "IEEE/CVF Winter Conference on Applications of Computer Vision",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://wacv.thecvf.com/",
+      "cfp_url": "https://wacv.thecvf.com/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T09:00:00+09:00",
+      "source_evidence": "Round 2 Paper Submissions",
+      "event": {
+        "dates": "January 4-8, 2027",
+        "location": "Buena Vista, Florida, USA",
+        "venue": "Disney Springs",
+        "source_url": "https://wacv.thecvf.com/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "round-2-registration",
+          "label": "Round 2 registration",
+          "short_label": "Registration",
+          "kind": "registration",
+          "deadline_at": "2026-08-21T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 New Paper Registration.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "round-2-paper",
+          "label": "Round 2 paper submission",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-08-28T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 Paper Submissions.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "round-2-supplementary",
+          "label": "Round 2 supplementary material",
+          "short_label": "Supplementary",
+          "kind": "supplementary",
+          "deadline_at": "2026-08-30T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 Supplemental Material.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "final-decision",
+          "label": "Final decisions released",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2026-10-09T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Round 2 Reviews and Final Decisions to Authors.{0,220}?([A-Z][a-z]{2}\\s+\\d{1,2}\\s+'\\d{2})",
+            "timezone": "AoE"
+          }
+        }
+      ],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.395Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "20f5e9a0b08c0b3e",
+        "extracted_milestones": {
+          "round-2-registration": "2026-08-21T23:59:00-12:00",
+          "round-2-paper": "2026-08-28T23:59:00-12:00",
+          "round-2-supplementary": "2026-08-30T23:59:00-12:00",
+          "final-decision": "2026-10-09T23:59:00-12:00"
+        },
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "bmvc",
+      "name": "BMVC",
+      "full_name": "British Machine Vision Conference",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://bmvc2026.org/",
+      "cfp_url": "https://bmvc2026.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "November 23-26, 2026",
+        "location": "Lancaster, United Kingdom",
+        "venue": "Venue TBA",
+        "source_url": "https://www.bmva.org/bmvc",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.396Z",
+        "state": "unavailable",
+        "http_status": null,
+        "content_fingerprint": null,
+        "extracted_milestones": {},
+        "message": "Official source could not be checked: fetch failed."
+      }
+    },
+    {
+      "id": "accv",
+      "name": "ACCV",
+      "full_name": "Asian Conference on Computer Vision",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://accv2026.org/",
+      "cfp_url": "https://accv2026.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "December 14-18, 2026",
+        "location": "Osaka, Japan",
+        "venue": "Venue TBA",
+        "source_url": "https://accv2026.org/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.396Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "1a466d0c3989c11f",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "3dv",
+      "name": "3DV",
+      "full_name": "International Conference on 3D Vision",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://3dvconf.github.io/2027/",
+      "cfp_url": "https://3dvconf.github.io/2027/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Paper Submission",
+      "event": {
+        "dates": "April 6-9, 2027",
+        "location": "Thessaloniki, Greece",
+        "venue": "Thessaloniki Concert Hall (M2 building)",
+        "source_url": "https://3dvconf.github.io/2027/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "paper",
+          "label": "Paper submission",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-08-28T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Paper Submission\\s+([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "supplementary",
+          "label": "Supplementary material",
+          "short_label": "Supplementary",
+          "kind": "supplementary",
+          "deadline_at": "2026-09-02T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Supplementary Material\\s+([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "preliminary-notification",
+          "label": "Preliminary notification",
+          "short_label": "Prelim. decision",
+          "kind": "notification",
+          "deadline_at": "2026-10-27T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        },
+        {
+          "id": "final-notification",
+          "label": "Final notification",
+          "short_label": "Final decision",
+          "kind": "notification",
+          "deadline_at": "2026-12-02T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.396Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "6351c2ff68b3bc95",
+        "extracted_milestones": {
+          "paper": "2026-08-28T23:59:00-12:00",
+          "supplementary": "2026-09-02T23:59:00-12:00"
+        },
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "miccai",
+      "name": "MICCAI",
+      "full_name": "Medical Image Computing and Computer Assisted Intervention",
+      "areas": [
+        "computer-vision"
+      ],
+      "official_url": "https://conferences.miccai.org/",
+      "cfp_url": "https://conferences.miccai.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "September 27-October 1, 2026",
+        "location": "Strasbourg, France",
+        "venue": "Strasbourg Convention Center",
+        "source_url": "https://conferences.miccai.org/2026/en/default.asp",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.397Z",
+        "state": "needs_review",
+        "http_status": 403,
+        "content_fingerprint": "3c8e4551b538b9c5",
+        "extracted_milestones": {},
+        "message": "Official source returned HTTP 403."
+      }
+    },
+    {
+      "id": "neurips",
+      "name": "NeurIPS",
+      "full_name": "Conference on Neural Information Processing Systems",
+      "areas": [
+        "machine-learning",
+        "llm-nlp"
+      ],
+      "official_url": "https://neurips.cc/",
+      "cfp_url": "https://neurips.cc/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "December 6-13, 2026",
+        "location": "Sydney, Australia; Atlanta, Georgia, USA; Paris, France",
+        "venue": "Multi-site conference",
+        "source_url": "https://neurips.cc/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.397Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "8507f5d0ba16175e",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "icml",
+      "name": "ICML",
+      "full_name": "International Conference on Machine Learning",
+      "areas": [
+        "machine-learning"
+      ],
+      "official_url": "https://icml.cc/",
+      "cfp_url": "https://icml.cc/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "July 6-11, 2026",
+        "location": "Seoul, South Korea",
+        "venue": "COEX Convention & Exhibition Center",
+        "source_url": "https://icml.cc/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.397Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "508fb44aaec5e9dc",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "iclr",
+      "name": "ICLR 2027",
+      "full_name": "International Conference on Learning Representations",
+      "areas": [
+        "machine-learning",
+        "llm-nlp",
+        "robotics"
+      ],
+      "official_url": "https://iclr.cc/",
+      "cfp_url": "https://iclr.cc/Conferences/2027/AuthorGuidelines",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "full paper submission deadline",
+      "event": {
+        "dates": "October 6-9, 2026",
+        "location": "California, USA",
+        "venue": "Venue TBA",
+        "source_url": "https://iclr.cc/Conferences/2027",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "abstract",
+          "label": "Abstract deadline",
+          "short_label": "Abstract",
+          "kind": "abstract",
+          "deadline_at": "2026-09-18T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "abstract submission deadline(?:\\s+of)?\\s+([A-Za-z]+\\s+\\d{1,2}(?:,)?\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "paper",
+          "label": "Paper deadline",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-09-25T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "full paper submission deadline(?:\\s+is)?\\s+([A-Za-z]+\\s+\\d{1,2}(?:,)?\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "reviews",
+          "label": "Reviews released",
+          "short_label": "Reviews",
+          "kind": "review",
+          "deadline_at": "2026-11-05T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        },
+        {
+          "id": "decision",
+          "label": "Final decisions",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2026-12-16T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.397Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "8f6749dff9eb3aaa",
+        "extracted_milestones": {
+          "abstract": "2026-09-18T23:59:00-12:00",
+          "paper": "2026-09-25T23:59:00-12:00"
+        },
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "aaai",
+      "name": "AAAI",
+      "full_name": "AAAI Conference on Artificial Intelligence",
+      "areas": [
+        "machine-learning",
+        "llm-nlp",
+        "robotics"
+      ],
+      "official_url": "https://aaai.org/conference/aaai/aaai-27/",
+      "cfp_url": "https://aaai.org/conference/aaai/aaai-27/main-technical-track-call/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Full papers due",
+      "event": {
+        "dates": "February 16-23, 2027",
+        "location": "Montreal, Canada",
+        "venue": "Venue TBA",
+        "source_url": "https://aaai.org/conference/aaai/aaai-27/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "abstract",
+          "label": "Abstract deadline",
+          "short_label": "Abstract",
+          "kind": "abstract",
+          "deadline_at": "2026-07-21T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})\\s+Abstracts due",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "paper",
+          "label": "Full paper deadline",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-07-28T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})\\s+Full papers due",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "supplementary",
+          "label": "Supplementary material and code",
+          "short_label": "Supplementary",
+          "kind": "supplementary",
+          "deadline_at": "2026-07-31T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})\\s+Supplementary material and code due",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "phase-1-decision",
+          "label": "Phase 1 rejection notification",
+          "short_label": "Phase 1 decision",
+          "kind": "notification",
+          "deadline_at": "2026-09-24T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        },
+        {
+          "id": "final-decision",
+          "label": "Final acceptance notification",
+          "short_label": "Final decision",
+          "kind": "notification",
+          "deadline_at": "2026-11-30T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.398Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "04dbde09822af144",
+        "extracted_milestones": {
+          "abstract": "2026-07-21T23:59:00-12:00",
+          "paper": "2026-07-28T23:59:00-12:00",
+          "supplementary": "2026-07-31T23:59:00-12:00"
+        },
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "aistats",
+      "name": "AISTATS",
+      "full_name": "International Conference on Artificial Intelligence and Statistics",
+      "areas": [
+        "machine-learning"
+      ],
+      "official_url": "https://aistats.org/",
+      "cfp_url": "https://aistats.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "May 2-5, 2026",
+        "location": "Tangier, Morocco",
+        "venue": "Hilton Tangier Al Houara Resort & Spa",
+        "source_url": "https://virtual.aistats.org/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.398Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "8577f2e2b650e82f",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "uai",
+      "name": "UAI",
+      "full_name": "Conference on Uncertainty in Artificial Intelligence",
+      "areas": [
+        "machine-learning"
+      ],
+      "official_url": "https://www.auai.org/uai/",
+      "cfp_url": "https://www.auai.org/uai/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "August 17-21, 2026",
+        "location": "Amsterdam, Netherlands",
+        "venue": "KIT Events",
+        "source_url": "https://www.auai.org/uai2026/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.398Z",
+        "state": "needs_review",
+        "http_status": 404,
+        "content_fingerprint": "b8c1d648ac198b1e",
+        "extracted_milestones": {},
+        "message": "Official source returned HTTP 404."
+      }
+    },
+    {
+      "id": "acl",
+      "name": "ACL",
+      "full_name": "Annual Meeting of the Association for Computational Linguistics",
+      "areas": [
+        "llm-nlp"
+      ],
+      "official_url": "https://www.aclweb.org/portal/",
+      "cfp_url": "https://www.aclweb.org/portal/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "August 17-22, 2027",
+        "location": "Kyoto, Japan",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.aclweb.org/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.399Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "53f6aae209dd3a9c",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "emnlp",
+      "name": "EMNLP",
+      "full_name": "Conference on Empirical Methods in Natural Language Processing",
+      "areas": [
+        "llm-nlp"
+      ],
+      "official_url": "https://2026.emnlp.org/",
+      "cfp_url": "https://2026.emnlp.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "October 22-29, 2026",
+        "location": "Budapest, Hungary",
+        "venue": "Hungexpo",
+        "source_url": "https://2026.emnlp.org/venue/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.399Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "f0a2284452494587",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "naacl",
+      "name": "NAACL",
+      "full_name": "North American Chapter of the Association for Computational Linguistics",
+      "areas": [
+        "llm-nlp"
+      ],
+      "official_url": "https://2027.naacl.org/",
+      "cfp_url": "https://2027.naacl.org/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Submission deadline (ARR)",
+      "event": {
+        "dates": "June 1-5, 2027",
+        "location": "San Francisco, California, USA",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.naacl.org/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "arr-submission",
+          "label": "ARR submission deadline",
+          "short_label": "ARR submission",
+          "kind": "paper",
+          "deadline_at": "2026-10-12T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "Submission deadline \\(ARR\\)[^A-Za-z]{0,20}([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        }
+      ],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.399Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "25b93a93dcbd5100",
+        "extracted_milestones": {
+          "arr-submission": "2026-10-12T23:59:00-12:00"
+        },
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "eacl",
+      "name": "EACL",
+      "full_name": "European Chapter of the Association for Computational Linguistics",
+      "areas": [
+        "llm-nlp"
+      ],
+      "official_url": "https://2027.eacl.org/",
+      "cfp_url": "https://2027.eacl.org/calls/papers/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "ARR submission deadline",
+      "event": {
+        "dates": "March 9-14, 2027",
+        "location": "Athens, Greece",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.eacl.org/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "arr-submission",
+          "label": "ARR submission deadline",
+          "short_label": "ARR submission",
+          "kind": "paper",
+          "deadline_at": "2026-08-03T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "ARR submission deadline \\(long (?:&|&amp;) short papers\\)[^A-Za-z]{0,20}([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "commitment",
+          "label": "EACL commitment deadline",
+          "short_label": "Commitment",
+          "kind": "paper",
+          "deadline_at": "2026-10-11T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified",
+          "source_parser": {
+            "match": "EACL 2027 commitment deadline[^A-Za-z]{0,20}([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})",
+            "timezone": "AoE"
+          }
+        },
+        {
+          "id": "notification",
+          "label": "Acceptance notification",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2026-11-12T23:59:00-12:00",
+          "timezone_label": "AoE",
+          "status": "verified"
+        }
+      ],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.399Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "f3c439b4df339ad5",
+        "extracted_milestones": {
+          "arr-submission": "2026-08-03T23:59:00-12:00",
+          "commitment": "2026-10-11T23:59:00-12:00"
+        },
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "aacl",
+      "name": "AACL",
+      "full_name": "Asia-Pacific Chapter of the Association for Computational Linguistics",
+      "areas": [
+        "llm-nlp"
+      ],
+      "official_url": "https://www.aaclweb.org/",
+      "cfp_url": "https://www.aaclweb.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "November 6-10, 2026",
+        "location": "Hengqin, China",
+        "venue": "Venue TBA",
+        "source_url": "https://2026.aaclnet.org/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.400Z",
+        "state": "unavailable",
+        "http_status": null,
+        "content_fingerprint": null,
+        "extracted_milestones": {},
+        "message": "Official source could not be checked: fetch failed."
+      }
+    },
+    {
+      "id": "coling",
+      "name": "COLING",
+      "full_name": "International Conference on Computational Linguistics",
+      "areas": [
+        "llm-nlp"
+      ],
+      "official_url": "https://coling2025.org/",
+      "cfp_url": "https://coling2025.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "May 9-14, 2027",
+        "location": "Macau, China",
+        "venue": "Venue TBA",
+        "source_url": "https://2027.coling-iccl.org/about/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.400Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "79dd6dd6681be131",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "conll",
+      "name": "CoNLL",
+      "full_name": "Conference on Computational Natural Language Learning",
+      "areas": [
+        "llm-nlp"
+      ],
+      "official_url": "https://www.conll.org/",
+      "cfp_url": "https://www.conll.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "July 3-4, 2026",
+        "location": "San Diego, California, USA",
+        "venue": "Co-located with ACL 2026",
+        "source_url": "https://www.conll.org/2026",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.400Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "95348c1e4d2eb4e5",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "icra",
+      "name": "ICRA",
+      "full_name": "IEEE International Conference on Robotics and Automation",
+      "areas": [
+        "robotics"
+      ],
+      "official_url": "https://2027.ieee-icra.org/",
+      "cfp_url": "https://2027.ieee-icra.org/announcements/call-for-technical-papers/",
+      "status": "verified",
+      "source_checked_at": "2026-08-12T18:30:00+09:00",
+      "source_evidence": "Contributed paper submission deadline",
+      "event": {
+        "dates": "May 24-28, 2027",
+        "location": "Seoul, South Korea",
+        "venue": "COEX",
+        "source_url": "https://2027.ieee-icra.org/",
+        "status": "official"
+      },
+      "milestones": [
+        {
+          "id": "paper",
+          "label": "Contributed paper submission",
+          "short_label": "Paper",
+          "kind": "paper",
+          "deadline_at": "2026-09-15T23:59:00-07:00",
+          "timezone_label": "Pacific Time (PT)",
+          "status": "verified",
+          "source_parser": {
+            "match": "([A-Za-z]+\\s+\\d{1,2},\\s+\\d{4})[\\s\\S]{0,80}11:59[\\s\\S]{0,80}Contributed paper submission deadline",
+            "timezone": "America/Los_Angeles"
+          }
+        },
+        {
+          "id": "decision",
+          "label": "Notification of decision",
+          "short_label": "Decision",
+          "kind": "notification",
+          "deadline_at": "2027-01-31T23:59:00-08:00",
+          "timezone_label": "Pacific Time (PT)",
+          "status": "verified"
+        }
+      ],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.400Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "83952fb1efda6869",
+        "extracted_milestones": {
+          "paper": "2026-09-15T23:59:00-07:00"
+        },
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "iros",
+      "name": "IROS",
+      "full_name": "IEEE/RSJ International Conference on Intelligent Robots and Systems",
+      "areas": [
+        "robotics"
+      ],
+      "official_url": "https://www.ieee-ras.org/event/2027-ieee-rsj-international-conference-on-intelligent-robots-and-systems-iros-70525/",
+      "cfp_url": "https://www.ieee-ras.org/event/2027-ieee-rsj-international-conference-on-intelligent-robots-and-systems-iros-70525/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "September 26-October 1, 2027",
+        "location": "Florence, Italy",
+        "venue": "Fortezza da Basso",
+        "source_url": "https://www.ieee-ras.org/event/2027-ieee-rsj-international-conference-on-intelligent-robots-and-systems-iros-70525/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.401Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "4597fda4cef8e8ee",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "rss",
+      "name": "RSS",
+      "full_name": "Robotics: Science and Systems",
+      "areas": [
+        "robotics"
+      ],
+      "official_url": "https://roboticsconference.org/",
+      "cfp_url": "https://roboticsconference.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "July 13-17, 2026",
+        "location": "Sydney, Australia",
+        "venue": "University of Technology Sydney and ICC Sydney",
+        "source_url": "https://roboticsconference.org/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.401Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "77165ff831242873",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "corl",
+      "name": "CoRL",
+      "full_name": "Conference on Robot Learning",
+      "areas": [
+        "robotics",
+        "machine-learning"
+      ],
+      "official_url": "https://www.corl.org/",
+      "cfp_url": "https://www.corl.org/",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "November 9-12, 2026",
+        "location": "Austin, Texas, USA",
+        "venue": "JW Marriott Austin, Hilton Austin, and Bass Hall",
+        "source_url": "https://www.corl.org/home",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.401Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "50dadf680b736f1b",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    },
+    {
+      "id": "humanoids",
+      "name": "Humanoids",
+      "full_name": "IEEE-RAS International Conference on Humanoid Robots",
+      "areas": [
+        "robotics"
+      ],
+      "official_url": "https://www.ieee-ras.org/conferences-workshops/financially-co-sponsored/humanoids",
+      "cfp_url": "https://www.ieee-ras.org/conferences-workshops/financially-co-sponsored/humanoids",
+      "status": "awaiting_cfp",
+      "event": {
+        "dates": "December 7-9, 2026",
+        "location": "Santa Clara, California, USA",
+        "venue": "Santa Clara Convention Center",
+        "source_url": "https://www.ieee-ras.org/event/2026-ieee-ras-25th-international-conference-on-humanoid-robots-humanoids-68892/",
+        "status": "official"
+      },
+      "milestones": [],
+      "source_check": {
+        "checked_at": "2026-08-12T09:37:55.401Z",
+        "state": "matched",
+        "http_status": 200,
+        "content_fingerprint": "673d1d958ed36078",
+        "extracted_milestones": {},
+        "message": "Official source matched the configured evidence."
+      }
+    }
+  ]
+}
diff --git a/src/index.css b/src/index.css
index 9c5a4ce..2e46959 100644
--- a/src/index.css
+++ b/src/index.css
@@ -108,6 +108,7 @@ section {
     .home,
     .news-page,
     .research-wrapper,
+    .deadlines,
     .publication,
     .people,
     .photo-wrapper,
diff --git a/src/pages/DeadlinesPage.jsx b/src/pages/DeadlinesPage.jsx
new file mode 100644
index 0000000..774b153
--- /dev/null
+++ b/src/pages/DeadlinesPage.jsx
@@ -0,0 +1,7 @@
+import Deadlines from "../components/tabs/Deadlines";
+
+function DeadlinesPage() {
+    return <Deadlines />;
+}
+
+export default DeadlinesPage;
diff --git a/src/routes/pageManifest.jsx b/src/routes/pageManifest.jsx
index be383e8..9e160ff 100644
--- a/src/routes/pageManifest.jsx
+++ b/src/routes/pageManifest.jsx
@@ -4,6 +4,7 @@ import { ROUTE_DEFINITIONS, SSG_ROUTE_PATHS } from "./routeDefinitions";
 const HomePage = lazy(() => import("../pages/HomePage"));
 const NewsPage = lazy(() => import("../pages/NewsPage"));
 const ResearchPage = lazy(() => import("../pages/ResearchPage"));
+const DeadlinesPage = lazy(() => import("../pages/DeadlinesPage"));
 const PublicationPage = lazy(() => import("../pages/PublicationPage"));
 const PeoplePage = lazy(() => import("../pages/PeoplePage"));
 const PhotoPage = lazy(() => import("../pages/PhotoPage"));
@@ -14,6 +15,7 @@ const PAGE_COMPONENTS = {
     home: HomePage,
     news: NewsPage,
     research: ResearchPage,
+    deadlines: DeadlinesPage,
     publication: PublicationPage,
     people: PeoplePage,
     photo: PhotoPage,
diff --git a/src/routes/pageManifest.ssg.jsx b/src/routes/pageManifest.ssg.jsx
index 95cba2c..aaeeebe 100644
--- a/src/routes/pageManifest.ssg.jsx
+++ b/src/routes/pageManifest.ssg.jsx
@@ -2,6 +2,7 @@ import { ROUTE_DEFINITIONS, SSG_ROUTE_PATHS } from "./routeDefinitions";
 import HomePage from "../pages/HomePage";
 import NewsPage from "../pages/NewsPage";
 import ResearchPage from "../pages/ResearchPage";
+import DeadlinesPage from "../pages/DeadlinesPage";
 import PublicationPage from "../pages/PublicationPage";
 import PeoplePage from "../pages/PeoplePage";
 import PhotoPage from "../pages/PhotoPage";
@@ -12,6 +13,7 @@ const PAGE_COMPONENTS = {
     home: HomePage,
     news: NewsPage,
     research: ResearchPage,
+    deadlines: DeadlinesPage,
     publication: PublicationPage,
     people: PeoplePage,
     photo: PhotoPage,
diff --git a/src/routes/routeDefinitions.js b/src/routes/routeDefinitions.js
index 0f44b5d..8f5d632 100644
--- a/src/routes/routeDefinitions.js
+++ b/src/routes/routeDefinitions.js
@@ -12,6 +12,7 @@ export const ROUTE_DEFINITIONS = [
     { path: "/news", tabKey: "news" },
     { path: "/research", tabKey: "research" },
     ...RESEARCH_ROUTE_PATHS.map((path) => ({ path, tabKey: "research" })),
+    { path: "/deadlines", tabKey: "deadlines" },
     { path: "/publication", tabKey: "publication" },
     { path: "/people", tabKey: "people" },
     { path: "/photo", tabKey: "photo" },
diff --git a/src/routes/routeUtils.js b/src/routes/routeUtils.js
index ed40bfe..6873a04 100644
--- a/src/routes/routeUtils.js
+++ b/src/routes/routeUtils.js
@@ -2,6 +2,7 @@ export const TAB_KEYS = [
     "home",
     "news",
     "research",
+    "deadlines",
     "publication",
     "people",
     "photo",
diff --git a/src/styles/design-tokens.css b/src/styles/design-tokens.css
index efbfb59..c33ba6a 100644
--- a/src/styles/design-tokens.css
+++ b/src/styles/design-tokens.css
@@ -156,6 +156,8 @@
     --identity-photo-accent: #73beb3;
     --identity-contact-soft: #fff0f5;
     --identity-contact-accent: #e3a0b8;
+    --identity-deadlines-soft: #edf4ff;
+    --identity-deadlines-accent: #6d95d5;
 
     --tab-home-tint: #edf8f4;
     --tab-home-border: #cde9dd;
@@ -185,6 +187,10 @@
     --tab-contact-border: #f3dbe5;
     --tab-contact-accent: var(--identity-contact-accent);
 
+    --tab-deadlines-tint: var(--identity-deadlines-soft);
+    --tab-deadlines-border: #d0def4;
+    --tab-deadlines-accent: var(--identity-deadlines-accent);
+
     --font-base:
         ui-sans-serif, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto,
         "Helvetica Neue", Arial, "Noto Sans", sans-serif;
@@ -385,6 +391,8 @@
     --identity-photo-accent: #98d8cf;
     --identity-contact-soft: #3a1f30;
     --identity-contact-accent: #f0bdd1;
+    --identity-deadlines-soft: #192b48;
+    --identity-deadlines-accent: #a6c6ff;
 
     --tab-home-tint: #142f2d;
     --tab-home-border: #2f5f57;
@@ -396,6 +404,7 @@
     --tab-people-border: #544076;
     --tab-photo-border: #3d6166;
     --tab-contact-border: #6d4260;
+    --tab-deadlines-border: #3b5d92;
     --backdrop-line: rgba(154, 192, 255, 0.11);
     --backdrop-line-strong: rgba(154, 192, 255, 0.2);
     --backdrop-band: color-mix(
diff --git a/src/utils/deadlineData.js b/src/utils/deadlineData.js
new file mode 100644
index 0000000..e80563a2
--- /dev/null
+++ b/src/utils/deadlineData.js
@@ -0,0 +1,105 @@
+import DEADLINE_DATA from "../generated/deadlines.generated.json";
+
+const FALLBACK_AREA_LABEL = "Other";
+
+export const DEADLINE_AREAS = (DEADLINE_DATA.meta?.area_order ?? []).map(
+    (key) => ({
+        key,
+        label: DEADLINE_DATA.meta?.area_labels?.[key] ?? FALLBACK_AREA_LABEL,
+    }),
+);
+
+export const DEADLINE_DISPLAY_TIMEZONE =
+    DEADLINE_DATA.meta?.display_timezone ?? "Asia/Seoul";
+
+export const DEADLINE_STATUS_META = {
+    verified: { label: "Official CFP verified", tone: "verified" },
+    awaiting_cfp: { label: "Awaiting current CFP", tone: "awaiting" },
+    needs_review: { label: "Source needs review", tone: "review" },
+    estimated: { label: "Estimated", tone: "estimated" },
+};
+
+const asDate = (value) => {
+    const timestamp = Date.parse(value);
+    return Number.isNaN(timestamp) ? null : new Date(timestamp);
+};
+
+export const getVenueStatusMeta = (status) =>
+    DEADLINE_STATUS_META[status] ?? {
+        label: "Source status unavailable",
+        tone: "awaiting",
+    };
+
+export const getAllVenues = () =>
+    [...(DEADLINE_DATA.venues ?? [])]
+        .map((venue) => ({
+            ...venue,
+            milestones: [...(venue.milestones ?? [])].sort(
+                (left, right) =>
+                    Date.parse(left.deadline_at) - Date.parse(right.deadline_at),
+            ),
+        }))
+        .sort((left, right) => {
+            const leftHasMilestones = left.milestones.length > 0;
+            const rightHasMilestones = right.milestones.length > 0;
+            if (leftHasMilestones !== rightHasMilestones) {
+                return leftHasMilestones ? -1 : 1;
+            }
+            return left.name.localeCompare(right.name);
+        });
+
+export const getDefaultMilestoneId = (venue, now = new Date()) => {
+    const nextMilestone = venue.milestones?.find((milestone) => {
+        const deadline = asDate(milestone.deadline_at);
+        return deadline && deadline > now;
+    });
+
+    return nextMilestone?.id ?? venue.milestones?.[0]?.id ?? null;
+};
+
+export const formatDeadlineInDisplayTimezone = (deadlineAt) => {
+    const date = asDate(deadlineAt);
+    if (!date) {
+        return "Date unavailable";
+    }
+
+    return new Intl.DateTimeFormat("en-US", {
+        dateStyle: "medium",
+        timeStyle: "short",
+        timeZone: DEADLINE_DISPLAY_TIMEZONE,
+    }).format(date);
+};
+
+export const formatSourceCheckedAt = (checkedAt) => {
+    const date = asDate(checkedAt);
+    if (!date) {
+        return "Not checked yet";
+    }
+
+    return new Intl.DateTimeFormat("en-US", {
+        month: "short",
+        day: "numeric",
+        year: "numeric",
+        timeZone: DEADLINE_DISPLAY_TIMEZONE,
+    }).format(date);
+};
+
+export const getCountdownLabel = (deadlineAt, now) => {
+    const deadline = asDate(deadlineAt);
+    if (!deadline || !now) {
+        return "Calculating…";
+    }
+
+    const remainingMs = deadline.getTime() - now.getTime();
+    if (remainingMs <= 0) {
+        return "Closed";
+    }
+
+    const totalSeconds = Math.floor(remainingMs / 1000);
+    const days = Math.floor(totalSeconds / 86_400);
+    const hours = Math.floor((totalSeconds % 86_400) / 3_600);
+    const minutes = Math.floor((totalSeconds % 3_600) / 60);
+    const seconds = totalSeconds % 60;
+
+    return `${days}d ${String(hours).padStart(2, "0")}h ${String(minutes).padStart(2, "0")}m ${String(seconds).padStart(2, "0")}s`;
+};