{
  "accessedAt": "2026-10-17T22:06:12Z",
  "articleId": "2026-10-17-evening-arc-3",
  "artwork": {
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    "dataAsOf": "2026-10-17T21:53:27Z",
    "generationRecord": "2026-10-15-editor-proofing-session-v1-base",
    "headline": "cha7ura leaps to 25th as ARC-3’s gold line holds",
    "historyChart": null,
    "id": "2026-10-17-evening-arc-3-3c6568f17e",
    "image": {
      "alt": "AI editorial illustration: head human editor Mark Barney examines illustrative replay sheets with a magnifier beside two Yorkies and three mechanical birds: a duck, chicken and turkey. ARC-3 score panel: Tufa Labs first, 68.91; Yi-Chia Chen second, 67.49; October 17, 2026, 5:53 PM EDT.",
      "artworkId": "2026-10-17-evening-arc-3-3c6568f17e",
      "caption": "AI-generated editorial illustration: The Proofing Session. Mark Barney appears as head human editor. Game diagrams and equipment are illustrative. Score panel: Oct 17, 2026 · 5:53 PM EDT; provisional public standings.",
      "src": "/news-images/2026-10-17-evening-arc-3-3c6568f17e.webp"
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    "personIds": [
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    "rows": [
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      },
      {
        "name": "Yi-Chia Chen",
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  "comparisons": {
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      "start": [
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    "16032816": {
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      ],
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      "start": null
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      "start": [
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        45.11,
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      ]
    },
    "16753824": {
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        34.47,
        46
      ],
      "start": [
        "2026-10-16T21:20:56Z",
        31.41,
        280
      ]
    },
    "16931389": {
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        "2026-10-17T21:53:27Z",
        32.25,
        183
      ],
      "start": [
        "2026-10-16T18:20:37Z",
        32.05,
        185
      ]
    },
    "16958599": {
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        "2026-10-17T21:53:27Z",
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        8
      ],
      "start": [
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        44.84,
        7
      ]
    }
  },
  "competitorFacts": [
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-15486995-0",
      "sourceTitle": "ARC Prize — ARC-AGI-3 Milestone 1 results",
      "sourceUrl": "https://arcprize.org/blog/arc-prize-2026-milestone-1",
      "teamId": "15486995",
      "text": "ARC Prize named Tufa Labs and its Duck agent the first-place open-source solution for the June 2026 ARC-AGI-3 Milestone 1 prize."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-15486995-1",
      "sourceTitle": "Tufa Labs — Duck Harness technical overview",
      "sourceUrl": "https://tufalabs.ai/research/duck-harness/",
      "teamId": "15486995",
      "text": "Tufa Labs says its public Duck harness lets an LLM inspect game grids as image and text, write Python in a REPL, and keep context short by evicting older messages. This describes the published Milestone 1 system, not an unverified current submission."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-15486995-2",
      "sourceTitle": "Tufa Labs — team profiles",
      "sourceUrl": "https://tufalabs.ai/team/",
      "teamId": "15486995",
      "text": "Tufa Labs lists Dries Smit, Isaiah Pressman and Jeroen Cottaar among its AI researchers, with research interests spanning reinforcement learning, self-play and Bayesian methods."
    },
    {
      "checkedAt": "2026-10-09T17:16:30Z",
      "sourceId": "fact-15486995-3",
      "sourceTitle": "Tufa Labs — October 9 public competition post",
      "sourceUrl": "https://x.com/tufalabs/status/2108463895128269084",
      "teamId": "15486995",
      "text": "On October 9, 2026, Tufa Labs described a temporary setback in a public X post and said it remained dedicated to crushing competitors with overwhelming resources and compute."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-15499660-0",
      "sourceTitle": "Yi-Chia Chen — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/threerabbits",
      "teamId": "15499660",
      "text": "Yi-Chia Chen’s Kaggle profile lists her as a Competitions Master and a double-degree student at National Taiwan University and Waseda University."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-15499660-1",
      "sourceTitle": "Yi-Chia Chen — Eedi third-place solution write-up",
      "sourceUrl": "https://www.kaggle.com/competitions/eedi-mining-misconceptions-in-mathematics/writeups/waseda-pochi-3rd-place-solution-with-magic-boost",
      "teamId": "15499660",
      "text": "Yi-Chia Chen authored a Kaggle write-up for a third-place solution in Eedi — Mining Misconceptions in Mathematics."
    },
    {
      "checkedAt": "2026-10-09T17:16:30Z",
      "sourceId": "fact-15499660-2",
      "sourceTitle": "Yi-Chia Chen — public Kaggle profile and avatar",
      "sourceUrl": "https://www.kaggle.com/threerabbits",
      "teamId": "15499660",
      "text": "Yi-Chia Chen’s public Kaggle account is threerabbits. The profile lists she/her pronouns and displays an avatar of two rabbits."
    },
    {
      "checkedAt": "2026-10-08T03:38:00Z",
      "sourceId": "fact-15501006-0",
      "sourceTitle": "The ARChitects — 2025 team solution",
      "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/the-architects-solution-2025",
      "teamId": "15501006",
      "text": "The ARChitects’ own 2025 solution write-up credits Jan Disselhoff under the Kaggle handle insanitycheck, alongside David Hartmann (dvhrtm) and Daniel Franzen (dfranzen)."
    },
    {
      "checkedAt": "2026-10-08T03:38:00Z",
      "sourceId": "fact-15501006-1",
      "sourceTitle": "The ARChitects — 2025 technical report",
      "sourceUrl": "https://lambdalabsml.github.io/ARC2025_Solution_by_the_ARChitects/",
      "teamId": "15501006",
      "text": "The team’s 2025 technical report lists Jan Disselhoff at Johannes Gutenberg University Mainz."
    },
    {
      "checkedAt": "2026-10-08T03:38:00Z",
      "sourceId": "fact-15770880-0",
      "sourceTitle": "NVIDIA — 2025 NVARC competition report",
      "sourceUrl": "https://developer.nvidia.com/blog/nvidia-kaggle-grandmasters-win-artificial-general-intelligence-competition/",
      "teamId": "15770880",
      "text": "NVIDIA’s December 2025 report identifies Ivan Sorokin and Jean-Francois Puget as NVIDIA researchers who competed as NVARC in the 2025 ARC Prize."
    },
    {
      "checkedAt": "2026-10-08T03:38:00Z",
      "sourceId": "fact-15770880-1",
      "sourceTitle": "NVARC — 2025 team write-up",
      "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/nvarc",
      "teamId": "15770880",
      "text": "The 2025 NVARC team write-up credits sorokin and cpmpml. Both handles appear in the observed roster of the distinct 2026 NVARC3 entry. This does not establish an affiliation for every current member."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-15770880-2",
      "sourceTitle": "NVIDIA — 2025 NVARC solution report",
      "sourceUrl": "https://developer.nvidia.com/blog/nvidia-kaggle-grandmasters-win-artificial-general-intelligence-competition/",
      "teamId": "15770880",
      "text": "NVIDIA describes the separate 2025 NVARC ARC-AGI-2 solution as using synthetic data generation, test-time training and a fine-tuned 4B model. This is historical background, not a claim about the 2026 NVARC3 agent."
    },
    {
      "checkedAt": "2026-10-09T03:23:31Z",
      "sourceId": "fact-15770880-3",
      "sourceTitle": "Jean-François Puget — public professional profile",
      "sourceUrl": "https://github.com/jfpuget",
      "teamId": "15770880",
      "text": "Jean-François Puget’s public GitHub profile identifies him as CPMP and links directly to the Kaggle account cpmpml."
    },
    {
      "checkedAt": "2026-10-09T03:23:31Z",
      "sourceId": "fact-15770880-4",
      "sourceTitle": "NVIDIA — Jean-Francois Puget author biography",
      "sourceUrl": "https://developer.nvidia.com/blog/author/jeanfrancoispuget/",
      "teamId": "15770880",
      "text": "NVIDIA’s author biography describes Jean-Francois Puget as a director and individual contributor whose team advances agentic AI and showcases NVIDIA tools and expertise in Kaggle competitions."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16021367-0",
      "sourceTitle": "Lukas Aichberger — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/lukasaichberger",
      "teamId": "16021367",
      "text": "The rostered lukasaichberger Kaggle profile identifies its owner as Lukas Aichberger and links to his research website."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16021367-1",
      "sourceTitle": "JKU — Lukas Aichberger research profile",
      "sourceUrl": "https://research.jku.at/en/persons/lukas-aichberger/",
      "teamId": "16021367",
      "text": "Johannes Kepler University Linz lists Lukas Aichberger at its Institute for Machine Learning and credits him on research about reasoning models and uncertainty evaluation."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16021367-2",
      "sourceTitle": "fses91 — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/fses91",
      "teamId": "16021367",
      "text": "Another rostered account, fses91, describes itself on Kaggle only as Florian; the public profile does not establish a surname."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16021367-3",
      "sourceTitle": "Mykyta Ielanskyi — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/dwellement0baser",
      "teamId": "16021367",
      "text": "The rostered dwellement0baser Kaggle profile identifies its owner as Mykyta Ielanskyi."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16021367-4",
      "sourceTitle": "JKU — Mykyta Ielanskyi research profile",
      "sourceUrl": "https://research.jku.at/en/persons/mykyta-ielanskyi/",
      "teamId": "16021367",
      "text": "Johannes Kepler University Linz lists Mykyta Ielanskyi at its Institute for Machine Learning. Its research record credits him and Lukas Aichberger together on a 2026 paper about reward redistribution for reasoning models."
    },
    {
      "checkedAt": "2026-10-08T03:38:00Z",
      "sourceId": "fact-16032816-0",
      "sourceTitle": "The ARChitects — 2025 team solution",
      "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/the-architects-solution-2025",
      "teamId": "16032816",
      "text": "The ARChitects’ own 2025 solution write-up credits David Hartmann under the Kaggle handle dvhrtm, alongside Jan Disselhoff (insanitycheck) and Daniel Franzen (dfranzen)."
    },
    {
      "checkedAt": "2026-10-08T03:38:00Z",
      "sourceId": "fact-16032816-1",
      "sourceTitle": "The ARChitects — 2025 technical report",
      "sourceUrl": "https://lambdalabsml.github.io/ARC2025_Solution_by_the_ARChitects/",
      "teamId": "16032816",
      "text": "The team’s 2025 technical report lists David Hartmann at Lambda, Inc."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16132261-0",
      "sourceTitle": "Richard Csaky — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/richardcsaky",
      "teamId": "16132261",
      "text": "The rostered richardcsaky Kaggle profile displays the name Richard Csaky."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16132261-1",
      "sourceTitle": "Artificial Agency Lab — research and ARC-AGI-3 project",
      "sourceUrl": "https://artificialagencylab.com/",
      "teamId": "16132261",
      "text": "Artificial Agency Lab says it built an ARC-AGI-3 agent combining structured grids and image observations with persistent context updates, keeping model weights fixed; it reports an eighth-place June milestone result."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16132261-2",
      "sourceTitle": "Manifund — Artificial Agency ARC-AGI-3 project proposal",
      "sourceUrl": "https://manifund.org/projects/4-month-proof-of-concept-for-curiosity-driven-agents-on-arc-agi-3",
      "teamId": "16132261",
      "text": "A public ARC-AGI-3 project proposal names Richard Csaky as research lead and Côme Chevalier for engineering. The proposal describes an intended curiosity-driven proof of concept, not a verified method of the current Kaggle submission."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16132261-3",
      "sourceTitle": "Richard Csaky — ARC-AGI-3 Milestone 2 notebook",
      "sourceUrl": "https://www.kaggle.com/code/richardcsaky/arc-agi-3-milestone-2-submission",
      "teamId": "16132261",
      "text": "Richard Csaky’s Kaggle account published an “ARC-AGI-3 milestone 2 submission” notebook."
    },
    {
      "checkedAt": "2026-10-14T10:07:47.955742+00:00",
      "sourceId": "fact-16132261-4",
      "sourceTitle": "Artificial Agency Lab — own research and account links",
      "sourceUrl": "https://artificialagencylab.com/",
      "teamId": "16132261",
      "text": "Artificial Agency Lab’s own site links Richard Csaky to @ricsinaruto and its September 30 ARC-AGI-3 submission; its dated historical methods do not identify the method behind the October 14 score event."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16153655-0",
      "sourceTitle": "Michael — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/michaeltgao",
      "teamId": "16153655",
      "text": "The sole rostered michaeltgao Kaggle account displays the public name Michael; the profile does not establish a surname."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16371045-0",
      "sourceTitle": "Lord Han Solo — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/lordhansolo",
      "teamId": "16371045",
      "text": "The Kaggle account and team both use the public name Lord Han Solo. The profile itself does not supply a verified personal name."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16371045-1",
      "sourceTitle": "Lord Han Solo — Milestone 2 Kaggle notebook",
      "sourceUrl": "https://www.kaggle.com/code/lordhansolo/built-on-tufa-labs-duck-harness-milestone-2",
      "teamId": "16371045",
      "text": "Lord Han Solo published a Kaggle notebook titled “Built on Tufa Labs duck harness - Milestone 2,” explicitly crediting that earlier public harness in the notebook title."
    },
    {
      "checkedAt": "2026-10-13T03:23:30.256145+00:00",
      "sourceId": "fact-16371045-2",
      "sourceTitle": "ARC Prize — Lord Han Solo official participant credit",
      "sourceUrl": "https://x.com/arcprize/status/2105737439700787646",
      "teamId": "16371045",
      "text": "ARC Prize announced Lord Han Solo as second-place qualifying open-source ARC-AGI-3 Milestone 2 prize winner and directly linked the Kaggle profile lordhansolo."
    },
    {
      "checkedAt": "2026-10-12T19:02:36Z",
      "sourceId": "fact-16569113-0",
      "sourceTitle": "PunkCyber — public team-identification reply to the ARC Daily Digest",
      "sourceUrl": "https://x.com/cunkpyber/status/2109599257980555583",
      "teamId": "16569113",
      "text": "PunkCyber (@cunkpyber) identifies 復活の混テキスト as their team in a public reply to the ARC Daily Digest."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16569113-1",
      "sourceTitle": "Tanaka Ai24 — ARC-AGI-3 Kaggle notebook",
      "sourceUrl": "https://www.kaggle.com/code/tanakaai24/arc3-qwen3-6-duck-lb117-safety-v1",
      "teamId": "16569113",
      "text": "Roster member tanakaai24 has published a Kaggle ARC-AGI-3 notebook titled “ARC3 Qwen3.6 Duck LB117 Safety V1.” Its title alone does not establish the method behind the team’s current score."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16569113-2",
      "sourceTitle": "Tanaka Ai24 — ARC-AGI-3 Pathfinder notebook",
      "sourceUrl": "https://www.kaggle.com/code/tanakaai24/arc-agi-3-pathfinder-v2",
      "teamId": "16569113",
      "text": "The same Kaggle account has also published “ARC-AGI-3 Pathfinder v2,” another public notebook about the contest."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16958599-0",
      "sourceTitle": "Majkel1337 — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/majkel1337",
      "teamId": "16958599",
      "text": "The Majkel1337 team’s sole rostered Kaggle account also displays Majkel1337 as its public profile name."
    }
  ],
  "cutoffAt": "2026-10-17T22:00:00Z",
  "discussionThreads": [
    {
      "author": "ishankarnick",
      "authorName": "Ishan Karnick",
      "bodyRead": true,
      "checkedAt": "2026-10-17T09:05:00.220Z",
      "commentCount": 1,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "750173",
      "latestActivityAt": "2026-10-17T08:35:44Z",
      "personIds": [],
      "postedAt": "2026-10-17T04:35:45Z",
      "reason": "New participant report of early zero-score exits; public root verified logged out. Fresh Jeroen reply is not exposed logged out and must stay private.",
      "sourceId": "discussion-arc-3-750173",
      "summary": "Ishan Karnick reports two zero-score submissions ending early after about four and a half hours, while Save & Run finishes normally. He asks hosts to investigate and links a similar report by Slow∞Loop. This is a participant report; a platform change or fault has not been established.",
      "title": "Two 0.00 scores since Oct 16, runs ending early. Anyone else?",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/750173",
      "visibility": "public"
    },
    {
      "author": "dzjiann",
      "authorName": "Slow∞Loop",
      "bodyRead": true,
      "checkedAt": "2026-10-17T09:05:13.522Z",
      "commentCount": 4,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "750127",
      "latestActivityAt": "2026-10-17T03:29:38Z",
      "personIds": [],
      "postedAt": "2026-10-17T00:24:14Z",
      "reason": "Related new failure report, public root and current visible replies verified logged out.",
      "sourceId": "discussion-arc-3-750127",
      "summary": "Slow∞Loop reports two zero scores with submissions exiting after about half an hour and says their LLM server takes more than twenty minutes to start. Lavin Wins reports a similar startup duration without identifying the cause. No organizer diagnosis appears in the read replies.",
      "title": "I’m having some trouble with scoring.",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/750127",
      "visibility": "public"
    },
    {
      "author": "justnoone2026",
      "authorName": "Vitalii Berezniak",
      "bodyRead": true,
      "checkedAt": "2026-10-17T09:05:27.283Z",
      "commentCount": 9,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "745079",
      "latestActivityAt": "2026-10-17T00:27:14Z",
      "personIds": [],
      "postedAt": "2026-10-02T05:03:20Z",
      "reason": "Changed licensing discussion re-read; fresh participant replies verified logged out. No new eligibility ruling.",
      "sourceId": "discussion-arc-3-745079",
      "summary": "The Qwen licensing question remains unresolved: Kaggle staff previously said they could not provide license interpretation under competition rules. New replies debate whether milestone awards imply eligibility and question who can clarify; these participant remarks do not establish a ruling.",
      "title": "Rules clarification: is Qwen3.8-Flash-Next (Qwen Community License 1.0) allowed in a prize-eligible solution?",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/745079",
      "visibility": "public"
    },
    {
      "author": "cpmpml",
      "authorName": "CPMP",
      "bodyRead": true,
      "checkedAt": "2026-10-13T01:18:40.492Z",
      "commentCount": 19,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "746010",
      "latestActivityAt": "2026-10-12T15:07:23Z",
      "personIds": [
        "jean-francois-puget",
        "son-pham",
        "daniel-franzen"
      ],
      "postedAt": null,
      "reason": "Original publicly accessible thread and relevant replies rechecked; retain this reviewed context alongside the newer ARC-2 sources.",
      "sourceId": "discussion-arc-3-746010",
      "summary": "In CPMP’s thread about the mismatch between a notebook’s displayed score and Franzen’s leaderboard entry, Son Pham suggests inherited notebook metadata from an API-submitted derivative could explain the display. His explanation is a hypothesis, with no organizer confirmation observed. The notebook display should not be treated as proof of a new Franzen leaderboard score.",
      "title": "How come D Franzen score does not appear on LB?",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/746010",
      "visibility": "public"
    }
  ],
  "editorialIntake": [
    {
      "id": "arc-3-oct17-evening-proofing-session-art",
      "title": "The Proofing Session for October 17 Late edition"
    }
  ],
  "events": [
    {
      "from": 31.2,
      "id": "16745292",
      "name": "Paul Kamau",
      "rankFrom": 316,
      "rankTo": 189,
      "t": "2026-10-16T22:21:02Z",
      "to": 32.02
    },
    {
      "from": 25.34,
      "id": "17103800",
      "name": "lying_666",
      "rankFrom": 1374,
      "rankTo": 487,
      "t": "2026-10-16T22:51:05Z",
      "to": 30.34
    },
    {
      "from": 2.65,
      "id": "15629200",
      "name": "shu yu",
      "rankFrom": 1878,
      "rankTo": 441,
      "t": "2026-10-16T23:51:11Z",
      "to": 30.55
    },
    {
      "from": 27.53,
      "id": "17089802",
      "name": "Zh_Huang_t",
      "rankFrom": 1081,
      "rankTo": 176,
      "t": "2026-10-17T00:21:14Z",
      "to": 32.17
    },
    {
      "from": 47.25,
      "id": "15605182",
      "name": "Son & Mark & Ronen",
      "rankFrom": 5,
      "rankTo": 5,
      "t": "2026-10-17T01:51:26Z",
      "to": 48.92
    },
    {
      "from": 22.71,
      "id": "17046619",
      "name": "Kirill Labzin",
      "rankFrom": 1530,
      "rankTo": 286,
      "t": "2026-10-17T03:51:37Z",
      "to": 31.39
    },
    {
      "from": 31.47,
      "id": "15487549",
      "name": "Muurur",
      "rankFrom": 271,
      "rankTo": 130,
      "t": "2026-10-17T04:51:43Z",
      "to": 32.76
    },
    {
      "from": null,
      "id": "17139255",
      "name": "jiyujia",
      "rankFrom": null,
      "rankTo": 325,
      "t": "2026-10-17T06:21:52Z",
      "to": 31.16
    },
    {
      "from": 40.63,
      "id": "16490178",
      "name": "Grigoriy Zatravkin",
      "rankFrom": 11,
      "rankTo": 7,
      "t": "2026-10-17T08:22:04Z",
      "to": 45.02
    },
    {
      "from": 28,
      "id": "17017947",
      "name": "Third Intelligence",
      "rankFrom": 1015,
      "rankTo": 379,
      "t": "2026-10-17T08:22:04Z",
      "to": 30.86
    },
    {
      "from": 32.81,
      "id": "16609552",
      "name": "UNK",
      "rankFrom": 128,
      "rankTo": 104,
      "t": "2026-10-17T08:52:06Z",
      "to": 33.19
    },
    {
      "from": 31.41,
      "id": "16753824",
      "name": "Mosamosa",
      "rankFrom": 282,
      "rankTo": 45,
      "t": "2026-10-17T10:22:15Z",
      "to": 34.47
    },
    {
      "from": 29.47,
      "id": "17027453",
      "name": "kimchikingdom",
      "rankFrom": 680,
      "rankTo": 138,
      "t": "2026-10-17T11:22:21Z",
      "to": 32.69
    },
    {
      "from": 28.68,
      "id": "15772533",
      "name": "⸻AgentZZ ⸻",
      "rankFrom": 865,
      "rankTo": 413,
      "t": "2026-10-17T11:52:24Z",
      "to": 30.73
    },
    {
      "from": 29.44,
      "id": "16707910",
      "name": "daoviet",
      "rankFrom": 687,
      "rankTo": 479,
      "t": "2026-10-17T11:52:24Z",
      "to": 30.41
    },
    {
      "from": 30.72,
      "id": "16964632",
      "name": "PorterZhang",
      "rankFrom": 415,
      "rankTo": 182,
      "t": "2026-10-17T12:22:27Z",
      "to": 32.15
    },
    {
      "from": 38.97,
      "id": "15488763",
      "name": "AquaUrsa Research",
      "rankFrom": 15,
      "rankTo": 13,
      "t": "2026-10-17T12:52:30Z",
      "to": 39.69
    },
    {
      "from": 30.43,
      "id": "16969303",
      "name": "Mad Nang",
      "rankFrom": 468,
      "rankTo": 107,
      "t": "2026-10-17T12:52:30Z",
      "to": 33.13
    },
    {
      "from": 30.33,
      "id": "16960672",
      "name": "Haru Yo",
      "rankFrom": 499,
      "rankTo": 159,
      "t": "2026-10-17T12:52:30Z",
      "to": 32.46
    },
    {
      "from": 27.87,
      "id": "17105867",
      "name": "xiaoshuyan123",
      "rankFrom": 1040,
      "rankTo": 332,
      "t": "2026-10-17T12:52:30Z",
      "to": 31.16
    },
    {
      "from": 30.23,
      "id": "15609019",
      "name": "cha7ura",
      "rankFrom": 520,
      "rankTo": 25,
      "t": "2026-10-17T13:22:32Z",
      "to": 36.88
    },
    {
      "from": 28.55,
      "id": "16991974",
      "name": "Hikari_30",
      "rankFrom": 900,
      "rankTo": 476,
      "t": "2026-10-17T13:22:32Z",
      "to": 30.42
    },
    {
      "from": 29.03,
      "id": "17051597",
      "name": "qwfrog",
      "rankFrom": 788,
      "rankTo": 446,
      "t": "2026-10-17T13:52:36Z",
      "to": 30.57
    },
    {
      "from": 32.05,
      "id": "16931389",
      "name": "Shovon Das",
      "rankFrom": 193,
      "rankTo": 178,
      "t": "2026-10-17T14:52:42Z",
      "to": 32.25
    },
    {
      "from": 27.21,
      "id": "16759600",
      "name": "Rustam Bazarbayev",
      "rankFrom": 1159,
      "rankTo": 291,
      "t": "2026-10-17T14:52:42Z",
      "to": 31.4
    },
    {
      "from": 26.67,
      "id": "17037506",
      "name": "iketatsu",
      "rankFrom": 1246,
      "rankTo": 137,
      "t": "2026-10-17T15:22:45Z",
      "to": 32.74
    },
    {
      "from": 30.99,
      "id": "17132120",
      "name": "Sarvesh Bijawe",
      "rankFrom": 369,
      "rankTo": 143,
      "t": "2026-10-17T15:22:45Z",
      "to": 32.66
    },
    {
      "from": null,
      "id": "17138554",
      "name": "Xray",
      "rankFrom": null,
      "rankTo": 438,
      "t": "2026-10-17T15:22:45Z",
      "to": 30.64
    },
    {
      "from": 28.85,
      "id": "16415350",
      "name": "Ryo",
      "rankFrom": 833,
      "rankTo": 456,
      "t": "2026-10-17T17:53:00Z",
      "to": 30.54
    },
    {
      "from": 28.04,
      "id": "17057786",
      "name": "Goat",
      "rankFrom": 1020,
      "rankTo": 331,
      "t": "2026-10-17T18:23:03Z",
      "to": 31.18
    },
    {
      "from": 29.44,
      "id": "16146749",
      "name": "Pranav Agrawal",
      "rankFrom": 699,
      "rankTo": 309,
      "t": "2026-10-17T19:53:13Z",
      "to": 31.31
    },
    {
      "from": 27.13,
      "id": "17034772",
      "name": "ohhobo",
      "rankFrom": 1179,
      "rankTo": 169,
      "t": "2026-10-17T20:23:16Z",
      "to": 32.35
    },
    {
      "from": 31.27,
      "id": "16796212",
      "name": "Marquis03",
      "rankFrom": 318,
      "rankTo": 133,
      "t": "2026-10-17T20:53:19Z",
      "to": 32.77
    },
    {
      "from": 30.49,
      "id": "16532484",
      "name": "Alex Sehdeva",
      "rankFrom": 467,
      "rankTo": 375,
      "t": "2026-10-17T20:53:19Z",
      "to": 30.98
    },
    {
      "from": 27.78,
      "id": "16890559",
      "name": "SoundSourceSeparation",
      "rankFrom": 1069,
      "rankTo": 182,
      "t": "2026-10-17T21:23:23Z",
      "to": 32.26
    }
  ],
  "intakeReview": [
    {
      "disposition": "not-selected",
      "id": "wire-2026-10-17-0602-arc-3-mtg-moves-into-third",
      "reason": "Its gain predates this daily window and led yesterday’s Late edition. Current third place is retained as context, without repeating the rolling-window gain as new."
    },
    {
      "disposition": "covered",
      "id": "wire-2026-10-17-0803-arc-3-grigoriy-zatravkin-rises-to-seventh",
      "reason": "Uses the recorded morning score step and current seventh place, without claiming a known net daily comparison."
    },
    {
      "disposition": "covered",
      "id": "wire-2026-10-17-0803-arc-3-mosamosa-climbs-to-forty-fifth",
      "reason": "Reconciles the wire’s earlier 45th place with closing 46th and the edition’s verified net climb."
    },
    {
      "disposition": "covered",
      "id": "wire-2026-10-17-0956-arc-3-cha7ura-climbs-to-twenty-fifth",
      "reason": "Leads with the score event, closing 25th and remaining gold deficit; missing daily baseline remains explicit."
    },
    {
      "disposition": "not-selected",
      "id": "wire-2026-10-17-1205-arc-3-insuperabilehart-climbs-to-twenty-seventh",
      "reason": "The 4.65-point score increase occurred October 16 at 16:20Z, before this issue’s daily window. Today’s move from 26th to 27th changes rank only."
    },
    {
      "disposition": "covered",
      "id": "wire-2026-10-17-1604-arc-3-aquaur-research-moves-to-thirteenth",
      "reason": "Explains the recorded improvement and current place above gold, without portraying it as first entry into gold."
    },
    {
      "disposition": "covered",
      "id": "editorial-arc-3-oct17-evening-proofing-session-art",
      "reason": "Selects the unused approved Proofing Session scene for this analysis of cha7ura and the gold chase. Fresh closing overlays, native-base review and exact edition attachment are required."
    }
  ],
  "latestAt": "2026-10-17T21:53:27Z",
  "observations": {
    "15486995": {
      "members": [
        "dlorah",
        "driessmit1",
        "infinitecreativity",
        "jeroencottaar",
        "pressman1",
        "stefano1283"
      ],
      "name": "Tufa Labs",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "15487549": {
      "members": [
        "muurur"
      ],
      "name": "Muurur",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "15499660": {
      "members": [
        "threerabbits"
      ],
      "name": "Yi-Chia Chen",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "15501006": {
      "members": [
        "insanitycheck"
      ],
      "name": "Jan Disselhoff",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "15605182": {
      "members": [
        "markbarney",
        "scizical",
        "sonphamorg"
      ],
      "name": "Son & Mark & Ronen",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "15770880": {
      "members": [
        "cpmpml",
        "darraghdog",
        "eladsarafian",
        "galkaplun",
        "sorokin",
        "yeyinzhu"
      ],
      "name": "NVARC3",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16021367": {
      "members": [
        "dwellement0baser",
        "fses91",
        "gklambauer",
        "lukasaichberger"
      ],
      "name": "the last dance 🕺",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16032816": {
      "members": [
        "dvhrtm",
        "sbrodehl"
      ],
      "name": "David Hartmann",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16132261": {
      "members": [
        "cmechevalier",
        "richardcsaky"
      ],
      "name": "artificialagencylab.com",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16153655": {
      "members": [
        "michaeltgao"
      ],
      "name": "mtg",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16371045": {
      "members": [
        "lordhansolo"
      ],
      "name": "Lord Han Solo",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16490178": {
      "members": [
        "florenciasolange",
        "grigoriyzatravkin"
      ],
      "name": "Grigoriy Zatravkin",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16569113": {
      "members": [
        "isakatsuyoshi",
        "konbu17",
        "pompom555",
        "refv00",
        "tanakaai24",
        "tk256ailab",
        "ttyn4519",
        "yuto0712"
      ],
      "name": "復活の混テキスト",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16753824": {
      "members": [
        "mosamosa"
      ],
      "name": "Mosamosa",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16931389": {
      "members": [
        "dasshovon"
      ],
      "name": "Shovon Das",
      "observedAt": "2026-10-17T21:53:27Z"
    },
    "16958599": {
      "members": [
        "majkel1337"
      ],
      "name": "Majkel1337",
      "observedAt": "2026-10-17T21:53:27Z"
    }
  },
  "people": [
    {
      "id": "yi-chia-chen",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "threerabbits",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "15501171",
          "teamName": "Yi-Chia Chen"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "threerabbits",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15499660",
          "teamName": "Yi-Chia Chen"
        }
      ],
      "name": "Yi-Chia Chen",
      "sources": [
        {
          "sourceId": "person-yi-chia-chen-identity-0",
          "text": "Verified kaggle account: threerabbits"
        },
        {
          "sourceId": "person-yi-chia-chen-fact-0",
          "text": "Yi-Chia Chen’s Kaggle profile lists her as a Competitions Master and a double-degree student at National Taiwan University and Waseda University."
        },
        {
          "sourceId": "person-yi-chia-chen-fact-1",
          "text": "Yi-Chia Chen authored a Kaggle write-up for a third-place solution in Eedi — Mining Misconceptions in Mathematics."
        },
        {
          "sourceId": "person-yi-chia-chen-fact-2",
          "text": "Yi-Chia Chen’s public Kaggle account is threerabbits. The profile lists she/her pronouns and displays an avatar of two rabbits."
        },
        {
          "sourceId": "person-yi-chia-chen-roster-0",
          "text": "threerabbits observed in Yi-Chia Chen (arc-prize-2026-arc-agi-2, team 15501171) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z."
        },
        {
          "sourceId": "person-yi-chia-chen-roster-1",
          "text": "threerabbits observed in Yi-Chia Chen (arc-prize-2026-arc-agi-3, team 15499660) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15499660"
      ]
    },
    {
      "id": "jean-francois-puget",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "cpmpml",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "15486939",
          "teamName": "nvbanana"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "cpmpml",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15770880",
          "teamName": "NVARC3"
        }
      ],
      "name": "Jean-François Puget (CPMP)",
      "sources": [
        {
          "sourceId": "person-jean-francois-puget-identity-0",
          "text": "Verified kaggle account: cpmpml"
        },
        {
          "sourceId": "person-jean-francois-puget-identity-1",
          "text": "Verified x account: JFPuget"
        },
        {
          "sourceId": "person-jean-francois-puget-fact-0",
          "text": "Jean-François Puget’s public GitHub profile identifies him as CPMP and links directly to the Kaggle account cpmpml."
        },
        {
          "sourceId": "person-jean-francois-puget-fact-1",
          "text": "NVIDIA’s author biography describes Jean-Francois Puget as a director and individual contributor whose team advances agentic AI and showcases NVIDIA tools and expertise in Kaggle competitions."
        },
        {
          "sourceId": "person-jean-francois-puget-archive-0",
          "text": "ARC Prize 2025 champion · NVARC"
        },
        {
          "sourceId": "person-jean-francois-puget-archive-1",
          "text": "ARC Prize 2024 paper award runner-up · A 2D nGPT Model for ARC Prize"
        },
        {
          "sourceId": "person-jean-francois-puget-roster-0",
          "text": "cpmpml observed in nvbanana (arc-prize-2026-arc-agi-2, team 15486939) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z."
        },
        {
          "sourceId": "person-jean-francois-puget-roster-1",
          "text": "cpmpml observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "ivan-sorokin",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "sorokin",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15770880",
          "teamName": "NVARC3"
        }
      ],
      "name": "Ivan Sorokin",
      "sources": [
        {
          "sourceId": "person-ivan-sorokin-identity-0",
          "text": "Verified kaggle account: sorokin"
        },
        {
          "sourceId": "person-ivan-sorokin-fact-0",
          "text": "NVIDIA’s December 2025 report identifies Ivan Sorokin and Jean-Francois Puget as NVIDIA researchers who competed as NVARC in the 2025 ARC Prize."
        },
        {
          "sourceId": "person-ivan-sorokin-fact-1",
          "text": "ARC Prize’s 2025 results list NVARC first and credit the paper “NVARC solution to ARC-AGI-2 2025” to I. Sorokin and Jean-François Puget."
        },
        {
          "sourceId": "person-ivan-sorokin-archive-0",
          "text": "ARC Prize 2025 champion · NVARC"
        },
        {
          "sourceId": "person-ivan-sorokin-roster-0",
          "text": "sorokin observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "dries-smit",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "driessmit1",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "16756524",
          "teamName": "Tufa Labs"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "driessmit1",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15486995",
          "teamName": "Tufa Labs"
        }
      ],
      "name": "Dries Smit",
      "sources": [
        {
          "sourceId": "person-dries-smit-identity-0",
          "text": "Verified kaggle account: driessmit1"
        },
        {
          "sourceId": "person-dries-smit-fact-0",
          "text": "Tufa Labs lists Dries Smit as an AI researcher working on reinforcement learning, multi-agent systems and large language models."
        },
        {
          "sourceId": "person-dries-smit-fact-1",
          "text": "ARC Prize lists Dries Smit as lead developer of StochasticGoose @ Tufa Labs, which won the 2025 ARC-AGI-3 Preview competition."
        },
        {
          "sourceId": "person-dries-smit-archive-0",
          "text": "ARC-AGI-3 Preview 2025 winner · StochasticGoose @ Tufa Labs"
        },
        {
          "sourceId": "person-dries-smit-archive-1",
          "text": "ARC Prize 2025 third place · MindsAI & Tufa Labs"
        },
        {
          "sourceId": "person-dries-smit-roster-0",
          "text": "driessmit1 observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z."
        },
        {
          "sourceId": "person-dries-smit-roster-1",
          "text": "driessmit1 observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "jeroen-cottaar",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "jeroencottaar",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "16756524",
          "teamName": "Tufa Labs"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "jeroencottaar",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15486995",
          "teamName": "Tufa Labs"
        }
      ],
      "name": "Jeroen Cottaar",
      "sources": [
        {
          "sourceId": "person-jeroen-cottaar-identity-0",
          "text": "Verified kaggle account: jeroencottaar"
        },
        {
          "sourceId": "person-jeroen-cottaar-fact-0",
          "text": "Tufa Labs lists Jeroen Cottaar as an AI researcher, with research interests including Bayesian inference and program synthesis."
        },
        {
          "sourceId": "person-jeroen-cottaar-roster-0",
          "text": "jeroencottaar observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z."
        },
        {
          "sourceId": "person-jeroen-cottaar-roster-1",
          "text": "jeroencottaar observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "jan-disselhoff",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "insanitycheck",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "15507730",
          "teamName": "Jan Disselhoff"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "insanitycheck",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15501006",
          "teamName": "Jan Disselhoff"
        }
      ],
      "name": "Jan Disselhoff",
      "sources": [
        {
          "sourceId": "person-jan-disselhoff-identity-0",
          "text": "Verified kaggle account: insanitycheck"
        },
        {
          "sourceId": "person-jan-disselhoff-fact-0",
          "text": "The ARChitects’ own 2025 solution write-up credits Jan Disselhoff under the Kaggle handle insanitycheck, alongside David Hartmann (dvhrtm) and Daniel Franzen (dfranzen)."
        },
        {
          "sourceId": "person-jan-disselhoff-fact-1",
          "text": "The team’s 2025 technical report lists Jan Disselhoff at Johannes Gutenberg University Mainz."
        },
        {
          "sourceId": "person-jan-disselhoff-archive-0",
          "text": "ARC Prize 2025 runner-up · the ARChitects"
        },
        {
          "sourceId": "person-jan-disselhoff-archive-1",
          "text": "ARC Prize 2024 champion · the ARChitects"
        },
        {
          "sourceId": "person-jan-disselhoff-roster-0",
          "text": "insanitycheck observed in Jan Disselhoff (arc-prize-2026-arc-agi-2, team 15507730) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z."
        },
        {
          "sourceId": "person-jan-disselhoff-roster-1",
          "text": "insanitycheck observed in Jan Disselhoff (arc-prize-2026-arc-agi-3, team 15501006) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15501006"
      ]
    },
    {
      "id": "david-hartmann",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "dvhrtm",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16032816",
          "teamName": "David Hartmann"
        }
      ],
      "name": "David Hartmann",
      "sources": [
        {
          "sourceId": "person-david-hartmann-identity-0",
          "text": "Verified kaggle account: dvhrtm"
        },
        {
          "sourceId": "person-david-hartmann-fact-0",
          "text": "The ARChitects’ own 2025 solution write-up credits David Hartmann under the Kaggle handle dvhrtm, alongside Jan Disselhoff (insanitycheck) and Daniel Franzen (dfranzen)."
        },
        {
          "sourceId": "person-david-hartmann-fact-1",
          "text": "The team’s 2025 technical report lists David Hartmann at Lambda, Inc."
        },
        {
          "sourceId": "person-david-hartmann-archive-0",
          "text": "ARC Prize 2025 runner-up · the ARChitects"
        },
        {
          "sourceId": "person-david-hartmann-roster-0",
          "text": "dvhrtm observed in David Hartmann (arc-prize-2026-arc-agi-3, team 16032816) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "16032816"
      ]
    },
    {
      "id": "mike-knoop",
      "memberships": [],
      "name": "Mike Knoop",
      "sources": [
        {
          "sourceId": "person-mike-knoop-identity-0",
          "text": "Verified x account: mikeknoop"
        },
        {
          "sourceId": "person-mike-knoop-fact-0",
          "text": "ARC Prize’s official profile identifies Mike Knoop as a co-founder."
        },
        {
          "sourceId": "person-mike-knoop-archive-0",
          "text": "ARC Prize co-founder"
        }
      ],
      "teamIds": []
    },
    {
      "id": "isaiahp",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T22:23:52Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "pressman1",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15486995",
          "teamName": "Tufa Labs"
        },
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T22:23:53Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "pressman1",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "16756524",
          "teamName": "Tufa Labs"
        }
      ],
      "name": "Isaiah Pressman",
      "sources": [
        {
          "sourceId": "person-isaiahp-identity-0",
          "text": "Verified kaggle account: pressman1"
        },
        {
          "sourceId": "person-isaiahp-fact-0",
          "text": "ARC Prize’s 2025 results list MindsAI third; the final Kaggle leaderboard lists pressman1 (displayed as IsaiahP) on that MindsAI & Tufa Labs team with jcole75, driessmit1, moeosman and michaelhodel."
        },
        {
          "sourceId": "person-isaiahp-fact-1",
          "text": "IsaiahP’s pressman1 Kaggle profile links directly to GitHub IsaiahPressman and LinkedIn isaiah-pressman-b4b431221, confirming the full name Isaiah Pressman."
        },
        {
          "sourceId": "person-isaiahp-fact-2",
          "text": "Tufa describes Isaiah Pressman as a research engineer focused on self-play reinforcement learning and large-scale deep learning training."
        },
        {
          "sourceId": "person-isaiahp-fact-3",
          "text": "In his July 18, 2026 Tufa write-up, Isaiah Pressman reports first place in Kaggle’s Orbit Wars competition using self-play reinforcement learning."
        },
        {
          "sourceId": "person-isaiahp-archive-0",
          "text": "ARC Prize 2025 third place · MindsAI & Tufa Labs"
        },
        {
          "sourceId": "person-isaiahp-roster-0",
          "text": "pressman1 observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-09T22:23:52Z and 2026-10-17T09:52:12Z."
        },
        {
          "sourceId": "person-isaiahp-roster-1",
          "text": "pressman1 observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-09T22:23:53Z and 2026-10-17T09:52:13Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "mark-barney",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-11T20:02:55Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "markbarney",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "17023174",
          "teamName": "Mark Barney"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-11T20:02:53Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "markbarney",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15605182",
          "teamName": "Son & Mark & Ronen"
        }
      ],
      "name": "Mark Barney",
      "sources": [
        {
          "sourceId": "person-mark-barney-identity-0",
          "text": "Verified kaggle account: markbarney"
        },
        {
          "sourceId": "person-mark-barney-roster-0",
          "text": "markbarney observed in Mark Barney (arc-prize-2026-arc-agi-2, team 17023174) between 2026-10-11T20:02:55Z and 2026-10-17T09:52:13Z."
        },
        {
          "sourceId": "person-mark-barney-roster-1",
          "text": "markbarney observed in Son & Mark & Ronen (arc-prize-2026-arc-agi-3, team 15605182) between 2026-10-11T20:02:53Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15605182"
      ]
    },
    {
      "id": "son-pham",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-11T20:02:55Z",
          "lastObservedAt": "2026-10-12T15:34:53Z",
          "memberHandle": "sonphamorg",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "15605185",
          "teamName": "Son Pham"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-11T20:02:53Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "sonphamorg",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15605182",
          "teamName": "Son & Mark & Ronen"
        },
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-12T21:36:52Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "sonphamorg",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "17023174",
          "teamName": "Mark Barney"
        }
      ],
      "name": "Son Pham",
      "sources": [
        {
          "sourceId": "person-son-pham-identity-0",
          "text": "Verified kaggle account: sonphamorg"
        },
        {
          "sourceId": "person-son-pham-roster-0",
          "text": "sonphamorg observed in Son Pham (arc-prize-2026-arc-agi-2, team 15605185) between 2026-10-11T20:02:55Z and 2026-10-12T15:34:53Z."
        },
        {
          "sourceId": "person-son-pham-roster-1",
          "text": "sonphamorg observed in Son & Mark & Ronen (arc-prize-2026-arc-agi-3, team 15605182) between 2026-10-11T20:02:53Z and 2026-10-17T09:52:12Z."
        },
        {
          "sourceId": "person-son-pham-roster-2",
          "text": "sonphamorg observed in Mark Barney (arc-prize-2026-arc-agi-2, team 17023174) between 2026-10-12T21:36:52Z and 2026-10-17T09:52:13Z."
        }
      ],
      "teamIds": [
        "15605182"
      ]
    },
    {
      "id": "lord-han-solo",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T03:07:24Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "lordhansolo",
          "season": "2026",
          "sourceTitle": "Dated ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16371045",
          "teamName": "Lord Han Solo"
        }
      ],
      "name": "Lord Han Solo",
      "sources": [
        {
          "sourceId": "person-lord-han-solo-identity-0",
          "text": "Verified kaggle account: lordhansolo"
        },
        {
          "sourceId": "person-lord-han-solo-fact-0",
          "text": "ARC Prize announced Lord Han Solo as the second-place qualifying open-source ARC-AGI-3 Milestone 2 prize winner on October 1, 2026."
        },
        {
          "sourceId": "person-lord-han-solo-roster-0",
          "text": "lordhansolo observed in Lord Han Solo (arc-prize-2026-arc-agi-3, team 16371045) between 2026-10-13T03:07:24Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "16371045"
      ]
    },
    {
      "id": "darragh-hanley",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "darraghdog",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15770880",
          "teamName": "NVARC3"
        },
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-13T17:12:23Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "darraghdog",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "15486939",
          "teamName": "nvbanana"
        }
      ],
      "name": "Darragh Hanley",
      "sources": [
        {
          "sourceId": "person-darragh-hanley-identity-0",
          "text": "Verified kaggle account: darraghdog"
        },
        {
          "sourceId": "person-darragh-hanley-identity-1",
          "text": "Verified x account: gonedarragh"
        },
        {
          "sourceId": "person-darragh-hanley-fact-0",
          "text": "Darragh’s Kaggle profile links to his GitHub profile, which displays the full name Darragh Hanley."
        },
        {
          "sourceId": "person-darragh-hanley-fact-1",
          "text": "NVIDIA describes Darragh Hanley as a senior LLM technologist working on autonomous reasoning and multi-agent collaboration, and a Kaggle Grandmaster with a peak worldwide rank of fourth."
        },
        {
          "sourceId": "person-darragh-hanley-roster-0",
          "text": "darraghdog observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-13T17:12:19Z and 2026-10-17T09:52:12Z."
        },
        {
          "sourceId": "person-darragh-hanley-roster-1",
          "text": "darraghdog observed in nvbanana (arc-prize-2026-arc-agi-2, team 15486939) between 2026-10-13T17:12:23Z and 2026-10-17T09:52:13Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "elad-sarafian",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "eladsarafian",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15770880",
          "teamName": "NVARC3"
        }
      ],
      "name": "Elad Sarafian",
      "sources": [
        {
          "sourceId": "person-elad-sarafian-identity-0",
          "text": "Verified kaggle account: eladsarafian"
        },
        {
          "sourceId": "person-elad-sarafian-fact-0",
          "text": "The eladsarafian Kaggle profile displays the name Elad Sarafian."
        },
        {
          "sourceId": "person-elad-sarafian-roster-0",
          "text": "eladsarafian observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-13T17:12:19Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "gal-kaplun",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "galkaplun",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15770880",
          "teamName": "NVARC3"
        }
      ],
      "name": "Gal Kaplun",
      "sources": [
        {
          "sourceId": "person-gal-kaplun-identity-0",
          "text": "Verified kaggle account: galkaplun"
        },
        {
          "sourceId": "person-gal-kaplun-fact-0",
          "text": "The galkaplun Kaggle profile displays the name Gal Kaplun."
        },
        {
          "sourceId": "person-gal-kaplun-roster-0",
          "text": "galkaplun observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-13T17:12:19Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "yeyin-zhu",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "yeyinzhu",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15770880",
          "teamName": "NVARC3"
        }
      ],
      "name": "Yeyin Zhu",
      "sources": [
        {
          "sourceId": "person-yeyin-zhu-identity-0",
          "text": "Verified kaggle account: yeyinzhu"
        },
        {
          "sourceId": "person-yeyin-zhu-fact-0",
          "text": "The yeyinzhu Kaggle profile displays the name Yeyin Zhu."
        },
        {
          "sourceId": "person-yeyin-zhu-roster-0",
          "text": "yeyinzhu observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-13T17:12:19Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "stefano-viel",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "stefano1283",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15486995",
          "teamName": "Tufa Labs"
        },
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-13T17:12:23Z",
          "lastObservedAt": "2026-10-17T09:52:13Z",
          "memberHandle": "stefano1283",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "16756524",
          "teamName": "Tufa Labs"
        }
      ],
      "name": "Stefano Viel",
      "sources": [
        {
          "sourceId": "person-stefano-viel-identity-0",
          "text": "Verified kaggle account: stefano1283"
        },
        {
          "sourceId": "person-stefano-viel-identity-1",
          "text": "Verified x account: Stefan0Vl"
        },
        {
          "sourceId": "person-stefano-viel-fact-0",
          "text": "Stefano Viel’s Kaggle profile lists him as a research scientist at Tufa Labs and links to his GitHub, LinkedIn and X accounts."
        },
        {
          "sourceId": "person-stefano-viel-fact-1",
          "text": "Tufa’s biography says Stefano Viel earned a master’s in data science at EPFL; his stated research interests include reinforcement learning, environment design and synthetic data."
        },
        {
          "sourceId": "person-stefano-viel-roster-0",
          "text": "stefano1283 observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-13T17:12:19Z and 2026-10-17T09:52:12Z."
        },
        {
          "sourceId": "person-stefano-viel-roster-1",
          "text": "stefano1283 observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-13T17:12:23Z and 2026-10-17T09:52:13Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "richard-csaky",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-14T09:44:09Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "richardcsaky",
          "season": "2026",
          "sourceTitle": "Public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16132261",
          "teamName": "artificialagencylab.com"
        },
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-14T09:44:10Z",
          "lastObservedAt": "2026-10-14T09:44:10Z",
          "memberHandle": "richardcsaky",
          "season": "2026",
          "sourceTitle": "Public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "17077331",
          "teamName": "Richard Csaky"
        }
      ],
      "name": "Richard Csaky",
      "sources": [
        {
          "sourceId": "person-richard-csaky-identity-0",
          "text": "Verified kaggle account: richardcsaky"
        },
        {
          "sourceId": "person-richard-csaky-identity-1",
          "text": "Verified x account: ricsinaruto"
        },
        {
          "sourceId": "person-richard-csaky-fact-0",
          "text": "Artificial Agency Lab’s own site links Richard Csaky to @ricsinaruto and its September 30 ARC-AGI-3 submission; its dated historical methods do not identify the method behind the October 14 score event."
        },
        {
          "sourceId": "person-richard-csaky-roster-0",
          "text": "richardcsaky observed in artificialagencylab.com (arc-prize-2026-arc-agi-3, team 16132261) between 2026-10-14T09:44:09Z and 2026-10-17T09:52:12Z."
        },
        {
          "sourceId": "person-richard-csaky-roster-1",
          "text": "richardcsaky observed in Richard Csaky (arc-prize-2026-arc-agi-2, team 17077331) between 2026-10-14T09:44:10Z and 2026-10-14T09:44:10Z."
        }
      ],
      "teamIds": [
        "16132261"
      ]
    },
    {
      "id": "fses91",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-14T09:44:09Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "fses91",
          "season": "2026",
          "sourceTitle": "Public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16021367",
          "teamName": "the last dance 🕺"
        }
      ],
      "name": "fses91",
      "sources": [
        {
          "sourceId": "person-fses91-identity-0",
          "text": "Verified kaggle account: fses91"
        },
        {
          "sourceId": "person-fses91-identity-1",
          "text": "Verified x account: fses91"
        },
        {
          "sourceId": "person-fses91-roster-0",
          "text": "fses91 observed in the last dance 🕺 (arc-prize-2026-arc-agi-3, team 16021367) between 2026-10-14T09:44:09Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "16021367"
      ]
    },
    {
      "id": "lukas-aichberger",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-14T09:44:09Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "lukasaichberger",
          "season": "2026",
          "sourceTitle": "Public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16021367",
          "teamName": "the last dance 🕺"
        }
      ],
      "name": "Lukas Aichberger",
      "sources": [
        {
          "sourceId": "person-lukas-aichberger-identity-0",
          "text": "Verified kaggle account: lukasaichberger"
        },
        {
          "sourceId": "person-lukas-aichberger-identity-1",
          "text": "Verified x account: aichberger"
        },
        {
          "sourceId": "person-lukas-aichberger-roster-0",
          "text": "lukasaichberger observed in the last dance 🕺 (arc-prize-2026-arc-agi-3, team 16021367) between 2026-10-14T09:44:09Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "16021367"
      ]
    },
    {
      "id": "geremie-yeo",
      "memberships": [],
      "name": "Geremie Yeo",
      "sources": [
        {
          "sourceId": "person-geremie-yeo-identity-0",
          "text": "Verified kaggle account: yeoyunsianggeremie"
        },
        {
          "sourceId": "person-geremie-yeo-identity-1",
          "text": "Verified x account: bogoconic1"
        }
      ],
      "teamIds": []
    },
    {
      "id": "grigoriy-zatravkin",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-17T09:52:12Z",
          "lastObservedAt": "2026-10-17T09:52:12Z",
          "memberHandle": "grigoriyzatravkin",
          "season": "2026",
          "sourceTitle": "Dated ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16490178",
          "teamName": "Grigoriy Zatravkin"
        }
      ],
      "name": "Grigoriy Zatravkin",
      "sources": [
        {
          "sourceId": "person-grigoriy-zatravkin-identity-0",
          "text": "Verified kaggle account: grigoriyzatravkin"
        },
        {
          "sourceId": "person-grigoriy-zatravkin-roster-0",
          "text": "grigoriyzatravkin observed in Grigoriy Zatravkin (arc-prize-2026-arc-agi-3, team 16490178) between 2026-10-17T09:52:12Z and 2026-10-17T09:52:12Z."
        }
      ],
      "teamIds": [
        "16490178"
      ]
    }
  ],
  "scoreHistory": {
    "15486995": [
      [
        "2026-10-04T18:30:56Z",
        55.89,
        1
      ],
      [
        "2026-10-09T03:51:41Z",
        55.89,
        2
      ],
      [
        "2026-10-09T04:21:45Z",
        56.52,
        2
      ],
      [
        "2026-10-13T07:10:18Z",
        68.91,
        1
      ]
    ],
    "15487549": [
      [
        "2026-10-16T05:49:21Z",
        31.47,
        257
      ],
      [
        "2026-10-16T07:19:29Z",
        31.47,
        259
      ],
      [
        "2026-10-16T09:19:41Z",
        31.47,
        262
      ],
      [
        "2026-10-16T11:19:53Z",
        31.47,
        266
      ],
      [
        "2026-10-16T16:50:28Z",
        31.47,
        267
      ],
      [
        "2026-10-16T18:20:37Z",
        31.47,
        268
      ],
      [
        "2026-10-16T21:20:56Z",
        31.47,
        269
      ],
      [
        "2026-10-16T22:21:02Z",
        31.47,
        270
      ],
      [
        "2026-10-17T00:21:14Z",
        31.47,
        271
      ],
      [
        "2026-10-17T04:51:43Z",
        32.76,
        130
      ],
      [
        "2026-10-17T10:22:15Z",
        32.76,
        131
      ],
      [
        "2026-10-17T12:52:30Z",
        32.76,
        132
      ],
      [
        "2026-10-17T13:22:32Z",
        32.76,
        133
      ],
      [
        "2026-10-17T20:53:19Z",
        32.76,
        134
      ]
    ],
    "15499660": [
      [
        "2026-10-04T18:30:56Z",
        48.59,
        2
      ],
      [
        "2026-10-08T05:42:56Z",
        55.77,
        2
      ],
      [
        "2026-10-09T03:51:41Z",
        59.17,
        1
      ],
      [
        "2026-10-10T08:59:42Z",
        62.96,
        1
      ],
      [
        "2026-10-12T05:33:50Z",
        67.49,
        1
      ],
      [
        "2026-10-13T07:10:18Z",
        67.49,
        2
      ]
    ],
    "15501006": [
      [
        "2026-10-08T01:42:37Z",
        28.23,
        505
      ],
      [
        "2026-10-08T03:12:43Z",
        28.23,
        506
      ],
      [
        "2026-10-08T03:42:46Z",
        28.23,
        508
      ],
      [
        "2026-10-08T05:12:54Z",
        28.23,
        509
      ],
      [
        "2026-10-08T05:42:56Z",
        28.23,
        510
      ],
      [
        "2026-10-08T06:12:58Z",
        28.23,
        512
      ],
      [
        "2026-10-08T06:43:01Z",
        28.23,
        513
      ],
      [
        "2026-10-08T07:13:03Z",
        28.23,
        516
      ],
      [
        "2026-10-08T07:43:06Z",
        28.23,
        517
      ],
      [
        "2026-10-08T09:13:13Z",
        28.23,
        521
      ],
      [
        "2026-10-08T09:43:15Z",
        28.23,
        525
      ],
      [
        "2026-10-08T10:13:18Z",
        28.23,
        526
      ],
      [
        "2026-10-08T10:43:20Z",
        28.23,
        529
      ],
      [
        "2026-10-08T11:43:26Z",
        28.23,
        531
      ],
      [
        "2026-10-08T12:13:28Z",
        28.23,
        532
      ],
      [
        "2026-10-08T12:43:31Z",
        28.23,
        533
      ],
      [
        "2026-10-08T13:43:38Z",
        28.23,
        537
      ],
      [
        "2026-10-08T14:49:57Z",
        28.23,
        540
      ],
      [
        "2026-10-08T15:19:59Z",
        28.23,
        543
      ],
      [
        "2026-10-08T15:50:01Z",
        28.23,
        544
      ],
      [
        "2026-10-08T16:50:07Z",
        28.23,
        545
      ],
      [
        "2026-10-08T17:20:09Z",
        28.23,
        547
      ],
      [
        "2026-10-08T17:50:14Z",
        28.23,
        548
      ],
      [
        "2026-10-08T18:20:23Z",
        28.23,
        549
      ],
      [
        "2026-10-08T18:50:29Z",
        28.23,
        550
      ],
      [
        "2026-10-08T19:20:35Z",
        28.23,
        551
      ],
      [
        "2026-10-08T19:50:38Z",
        28.23,
        553
      ],
      [
        "2026-10-08T20:50:43Z",
        28.23,
        555
      ],
      [
        "2026-10-08T21:20:46Z",
        28.23,
        557
      ],
      [
        "2026-10-08T21:50:49Z",
        28.23,
        558
      ],
      [
        "2026-10-08T22:50:55Z",
        28.23,
        561
      ],
      [
        "2026-10-09T00:21:02Z",
        28.23,
        562
      ],
      [
        "2026-10-09T01:21:13Z",
        28.23,
        564
      ],
      [
        "2026-10-09T01:51:31Z",
        28.23,
        567
      ],
      [
        "2026-10-09T03:51:41Z",
        28.23,
        569
      ],
      [
        "2026-10-09T05:21:52Z",
        28.23,
        570
      ],
      [
        "2026-10-09T05:51:55Z",
        28.23,
        571
      ],
      [
        "2026-10-09T07:22:02Z",
        28.23,
        572
      ],
      [
        "2026-10-09T07:52:04Z",
        28.23,
        574
      ],
      [
        "2026-10-09T09:22:11Z",
        28.23,
        581
      ],
      [
        "2026-10-09T09:52:13Z",
        28.23,
        583
      ],
      [
        "2026-10-09T10:22:15Z",
        28.23,
        586
      ],
      [
        "2026-10-09T10:52:18Z",
        28.23,
        589
      ],
      [
        "2026-10-09T11:22:20Z",
        28.23,
        591
      ],
      [
        "2026-10-09T11:52:23Z",
        28.23,
        592
      ],
      [
        "2026-10-09T12:22:26Z",
        28.23,
        593
      ],
      [
        "2026-10-09T12:52:29Z",
        28.23,
        595
      ],
      [
        "2026-10-09T13:22:31Z",
        28.23,
        598
      ],
      [
        "2026-10-09T14:22:37Z",
        28.23,
        599
      ],
      [
        "2026-10-09T14:52:39Z",
        28.23,
        600
      ],
      [
        "2026-10-09T15:52:44Z",
        28.23,
        601
      ],
      [
        "2026-10-09T16:22:49Z",
        28.23,
        602
      ],
      [
        "2026-10-09T16:52:55Z",
        28.23,
        604
      ],
      [
        "2026-10-09T17:23:04Z",
        28.23,
        605
      ],
      [
        "2026-10-09T17:53:12Z",
        28.23,
        607
      ],
      [
        "2026-10-09T18:23:18Z",
        28.23,
        608
      ],
      [
        "2026-10-09T18:53:27Z",
        28.23,
        609
      ],
      [
        "2026-10-09T19:53:38Z",
        28.23,
        610
      ],
      [
        "2026-10-09T20:23:41Z",
        28.23,
        612
      ],
      [
        "2026-10-09T21:53:49Z",
        28.23,
        613
      ],
      [
        "2026-10-09T23:24:11Z",
        28.23,
        615
      ],
      [
        "2026-10-09T23:54:15Z",
        28.23,
        617
      ],
      [
        "2026-10-10T00:24:18Z",
        28.23,
        623
      ],
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      "summary": "ARC Prize says API issues prevented complete standard-harness testing: low reasoning completed 42/55 games for 49.8%; medium completed 46/55 for 46.3%; high completed 19/55 and no score was published. Reported scores retain partial credit across all 55 games. Provider adapter preserves opaque reasoning and permits automatic compaction; standard harness carries notes between turns. Costs use introductory $2 input/$10 output per million tokens.",
      "threadId": "2110768288523251762",
      "url": "https://x.com/arcprize/status/2110768292101042240",
      "visibility": "public",
      "whyItMatters": "Material limit on harness comparisons. Do not present incomplete standard-harness runs as a clean capability ceiling."
    },
    {
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      "authorName": "ARC Prize",
      "category": "research",
      "checkedAt": "2026-10-16T18:22:03.965499Z",
      "competitions": [
        "arc-2",
        "arc-3"
      ],
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      "importance": 3,
      "personIds": [],
      "postedAt": "2026-10-15T16:22:30Z",
      "sourceId": "social-2110768288523251762",
      "storyUrl": "https://arcprize.org/results/google-gemini-4-argon",
      "summary": "ARC Prize announces Gemini 4 Argon Verified results: ARC-AGI-3 97.5% at $4.8K with the provider adapter and 49.8% at $5.8K with the standard harness; ARC-AGI-2 91.3% at $0.32/task and ARC-AGI-1 98.5% at $0.16/task. It calls Google DeepMind the second frontier lab above 95% on ARC-AGI-3.",
      "threadId": "2110768288523251762",
      "url": "https://x.com/arcprize/status/2110768288523251762",
      "visibility": "public",
      "whyItMatters": "Consequential organizer result. Separate from Kaggle standings. Standard-harness API incompletion is essential context; primary results introduction says 91.2% on v2 while its table and announcement say 91.3%."
    },
    {
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      "authorName": "ARC Prize",
      "category": "research",
      "checkedAt": "2026-10-14T10:08:23.209225+00:00",
      "competitions": [
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      "postedAt": "2026-10-13T17:30:19Z",
      "sourceId": "social-2110060578530001231",
      "storyUrl": "https://arcprize.org/results/deepseek-v4-1-flash",
      "summary": "ARC Prize’s October 13 announcement reports DeepSeek V4.1 Flash at about 3% with its provider adapter and below 1% with the standard harness. The original linked verified-results table, refreshed October 14, gives a matched Low-reasoning comparison of 3.26% versus 0.35%; its headline best configurations differ in reasoning level. Organizer model evaluation, separate from Kaggle team submissions.",
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      "url": "https://x.com/arcprize/status/2110060578530001231",
      "visibility": "public",
      "whyItMatters": "Public original read without sign-in in the in-app browser; linked primary results table independently read. Organizer evaluation, separate from Kaggle team standings."
    },
    {
      "author": "arcprize",
      "authorName": "ARC Prize",
      "category": "standings",
      "checkedAt": "2026-10-14T18:03:44Z",
      "competitions": [
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      "id": "2110031207601979715",
      "identitySourceUrl": "https://arcprize.org",
      "importance": 3,
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      "postedAt": "2026-10-13T15:33:37Z",
      "sourceId": "social-2110031207601979715",
      "storyUrl": null,
      "summary": "ARC Prize announces Tufa Labs reclaimed first on the ARC-AGI-3 public Kaggle board with roughly 69%, up from roughly 56%. This is the author’s dated October 13 observation; refresh standings before publication.",
      "threadId": "2110031207601979715",
      "url": "https://x.com/arcprize/status/2110031207601979715",
      "visibility": "public",
      "whyItMatters": "Organizer confirmation of a consequential team result already covered in the newspaper’s morning/afternoon reporting; no methods disclosed."
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    {
      "author": "bogoconic1",
      "authorName": "Geremie Yeo",
      "category": "community",
      "checkedAt": "2026-10-17T22:06:11.938664+00:00",
      "competitions": [
        "arc-2",
        "arc-3"
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      "sourceId": "social-2111352743181136264",
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      "summary": "Geremie Yeo complains about Kaggle inference queues and competition demand for four L4 GPUs. His post mentions both ARC contests and Gemma 4 Developer Agent.",
      "threadId": null,
      "url": "https://x.com/bogoconic1/status/2111352743181136264",
      "visibility": "public",
      "whyItMatters": "A dated participant reaction to compute contention; his explanation and cloud-price claim are not independently established capacity measurements."
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      "authorName": "Kevin Patrick Murphy",
      "category": "research",
      "checkedAt": "2026-10-17T18:26:07.283020Z",
      "competitions": [
        "arc-3"
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      "id": "2111278061039800629",
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      "importance": 2,
      "personIds": [],
      "postedAt": "2026-10-17T02:08:10Z",
      "sourceId": "social-2111278061039800629",
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      "summary": "Murphy says his ARC talk next week in Boston will cover his Model Discovery Agent and an interactive scientific benchmark inspired by ARC-AGI-3. Agents would run a few experiments in a partially observed stochastic simulator, fit a causal world model, then be evaluated on predictions for novel interventions rather than on the model description itself.",
      "threadId": "2111278061039800629",
      "url": "https://x.com/sirbayes/status/2111278061039800629",
      "visibility": "public",
      "whyItMatters": "A new primary-source lead for Research Summit coverage and the next generation of interactive benchmarks. A proposed benchmark and upcoming talk, not a released benchmark, new score, or Kaggle result."
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      "authorName": "Mike Knoop",
      "category": "research",
      "checkedAt": "2026-10-15T18:24:37.044800Z",
      "competitions": [
        "arc-2",
        "arc-3"
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      "identitySourceUrl": "https://x.com/arcprize",
      "importance": 2,
      "personIds": [
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      "postedAt": "2026-10-15T17:05:57Z",
      "sourceId": "social-2110779223527080374",
      "storyUrl": null,
      "summary": "Knoop argues experiment ideation is the current bottleneck in recursive self-improvement. He claims coding and execution are largely automated, distinguishes reproducing known results from asking novel questions, and says domain-specific improvement recipes still need human-AI collaboration to spread across domains without further generalization breakthroughs.",
      "threadId": null,
      "url": "https://x.com/mikeknoop/status/2110779223527080374",
      "visibility": "public",
      "whyItMatters": "Useful organizer perspective on open-ended evaluation and ARC-AGI. His automation percentages and 12-month scenario are attributed claims, not independently verified results."
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