{
  "accessedAt": "2026-10-27T10:53:04Z",
  "articleId": "2026-10-27-morning-arc-3",
  "baselineSnapshot": {
    "bronze": 30.99,
    "gold": 38.2,
    "silver": 32.29,
    "t": "2026-10-26T23:43:24Z",
    "teams": 4872,
    "top": 71.48
  },
  "baselineTargetAt": "2026-10-27T00:00:00Z",
  "briefSha256": "cee1b87543ea2efb147d050d96c8d9c7c898e0147bf3c12a18c4bcb70f3ace36",
  "closingSnapshot": {
    "bronze": 31,
    "gold": 38.2,
    "silver": 32.31,
    "t": "2026-10-27T09:44:32Z",
    "teams": 4899,
    "top": 75.56
  },
  "comparisons": {
    "15486995": {
      "end": [
        "2026-10-25T07:03:54Z",
        68.91,
        2
      ],
      "start": [
        "2026-10-25T07:03:54Z",
        68.91,
        2
      ]
    },
    "15499660": {
      "end": [
        "2026-10-27T06:14:10Z",
        75.56,
        1
      ],
      "start": null
    },
    "15605182": {
      "end": [
        "2026-10-24T06:10:13Z",
        56.02,
        3
      ],
      "start": [
        "2026-10-24T06:10:13Z",
        56.02,
        3
      ]
    },
    "15770880": {
      "end": [
        "2026-10-26T10:11:50Z",
        48.84,
        6
      ],
      "start": [
        "2026-10-26T10:11:50Z",
        48.84,
        6
      ]
    },
    "16021367": {
      "end": [
        "2026-10-25T07:03:54Z",
        50.69,
        4
      ],
      "start": [
        "2026-10-25T07:03:54Z",
        50.69,
        4
      ]
    },
    "16032816": {
      "end": [
        "2026-10-26T20:43:04Z",
        38.85,
        16
      ],
      "start": [
        "2026-10-26T20:43:04Z",
        38.85,
        16
      ]
    },
    "16132261": {
      "end": [
        "2026-10-23T11:22:33Z",
        45.41,
        9
      ],
      "start": [
        "2026-10-23T11:22:33Z",
        45.41,
        9
      ]
    },
    "16153655": {
      "end": [
        "2026-10-25T07:03:54Z",
        50.37,
        5
      ],
      "start": [
        "2026-10-25T07:03:54Z",
        50.37,
        5
      ]
    },
    "16371045": {
      "end": [
        "2026-10-27T03:43:53Z",
        37.07,
        30
      ],
      "start": [
        "2026-10-26T22:43:17Z",
        37.07,
        29
      ]
    },
    "16490178": {
      "end": [
        "2026-10-26T10:11:50Z",
        47.19,
        7
      ],
      "start": [
        "2026-10-26T10:11:50Z",
        47.19,
        7
      ]
    },
    "16569113": {
      "end": [
        "2026-10-26T10:11:50Z",
        46.82,
        8
      ],
      "start": [
        "2026-10-26T10:11:50Z",
        46.82,
        8
      ]
    },
    "16958599": {
      "end": [
        "2026-10-23T08:49:01Z",
        45.03,
        10
      ],
      "start": [
        "2026-10-23T08:49:01Z",
        45.03,
        10
      ]
    }
  },
  "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": "2026-10-18T19:16:05.370354Z",
      "sourceId": "fact-15605182-0",
      "sourceTitle": "ARC-3 observed public roster",
      "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
      "teamId": "15605182",
      "text": "The public roster now lists all seven accounts together under Team Turducken. This confirms the combined entry, not its exact merger time or any new score gain."
    },
    {
      "checkedAt": "2026-10-19T18:01:43.005825Z",
      "sourceId": "fact-15605182-1",
      "sourceTitle": "Separate ARC2 and ARC3 team entries — dated public roster evidence",
      "sourceUrl": "https://arc.markbarney.net/reports/arc-daily-gossip/2026-10-19-arc-mutants-public-rosters.json",
      "teamId": "15605182",
      "text": "On 19 October 2026, Mark Barney announced Jack Cole joining ARC Mutants for ARC-AGI-2. The public ARC2 roster lists jcole75, markbarney, scizical and sonphamorg under team 17023174. Team Turducken (ARC-AGI-3 team 15605182) is a separate entry; this announcement does not add Jack to that ARC3 team."
    },
    {
      "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": "2026-10-27T10:00:00Z",
  "discussionThreads": [
    {
      "author": "ravi20076",
      "authorName": "Ravi Ramakrishnan",
      "bodyRead": true,
      "checkedAt": "2026-10-27T06:05:44.209064+00:00",
      "commentCount": 61,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "751598",
      "latestActivityAt": "2026-10-27T04:32:54Z",
      "personIds": [
        "son-pham"
      ],
      "postedAt": "2026-10-22T05:47:45Z",
      "reason": "Focused Newest read and logged-out verification of substantive new replies. Logged-out header now says 61 comments; prior board listed 66. Counts are observations of inconsistent surfaces, not a complete census.",
      "sourceId": "discussion-arc-3-751598",
      "summary": "Kaggle staff María Cruz’s October 26 statement still says engineers are investigating broader platform issues and asks users to hold off on individual IDs/engineer tags because troubleshooting capacity is limited. Earlier October 23 staff acknowledgment linked slow reads and startup timeouts to regional caches. Overnight, Van-Phuc Huynh again argues that affected positive scores should be considered alongside zeros; Son Pham acknowledges the fairness point and says he is unsure of the best remedy. Sergei Makarov adds reported early-zero cases and asks about replacement attempts or rescores. No new staff remedy, eligibility policy or deadline extension appears in the focused read.",
      "title": "Scoring 0 possibly due to dataset loading issues",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/751598",
      "visibility": "public"
    },
    {
      "author": "pathik1511",
      "authorName": "Pathik Patel",
      "bodyRead": true,
      "checkedAt": "2026-10-27T02:26:24.630421+00:00",
      "commentCount": 0,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "753007",
      "latestActivityAt": "2026-10-26T22:33:31Z",
      "personIds": [],
      "postedAt": "2026-10-26T22:33:31Z",
      "reason": "Root and author handle verified publicly without login. Signed-in view showed four later replies and one vote; logged-out view showed zero comments and zero votes. Summary uses only the verified public root; later signed-in activity stays outside this public observation.",
      "sourceId": "discussion-arc-3-753007",
      "summary": "Pathik Patel reports that extending his model-server startup allowance recovered a run from zero to about twenty-nine. He identifies a twelve-minute server-startup ceiling in his harness and slow loading as the mechanism in his tests. This is an attributed recovery claim, not a desk reproduction, a universal remedy, or evidence about mounts failing before code starts. His general statement that staff rescores have occurred is separately corroborated by Dustin’s October 24 reply in the mount-error thread. Do not follow his suggestion to send IDs without noting Cruz’s newer request to hold off.",
      "title": "Healthy runs scoring 0.00 this week? It's the server-startup deadline (one-line fix)",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/753007",
      "visibility": "public"
    },
    {
      "author": "cpmpml",
      "authorName": "CPMP",
      "bodyRead": true,
      "checkedAt": "2026-10-27T02:26:24.630421+00:00",
      "commentCount": 27,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "752147",
      "latestActivityAt": "2026-10-26T18:49:52Z",
      "personIds": [
        "jean-francois-puget"
      ],
      "postedAt": "2026-10-23T20:15:13Z",
      "reason": "Root, engineer replies and nine hidden follow-ups read; the rescore statement independently verified logged out. Listing has 27 comments versus root header 15.",
      "sourceId": "discussion-arc-3-752147",
      "summary": "CPMP reports model mounts failing before loading and asks for a replacement submission. In the expanded branch, Kaggle staff Dustin says October 23 he cleared remaining bad cache entries. On October 24 at 11:16 UTC he says earlier rescores are running and he will see whether further cache-affected cases can be included afterward; at 11:50 UTC he reports a new issue in another region. CPMP later reports forty-eight hours unable to submit. Later commenters continue reporting failures. These establish repairs and some rescore activity, not a promise that every suspect zero or nonzero result will be rerun.",
      "title": "Model mount error.",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/752147",
      "visibility": "public"
    },
    {
      "author": "derrickgoh",
      "authorName": "Derrick Goh",
      "bodyRead": true,
      "checkedAt": "2026-10-27T02:26:24.630421+00:00",
      "commentCount": 8,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "751631",
      "latestActivityAt": "2026-10-24T05:18:16Z",
      "personIds": [],
      "postedAt": "2026-10-22T09:30:32Z",
      "reason": "Ten-vote root and five-vote diagnostic reply read in Chrome and verified publicly while logged out; a reported workaround is included alongside failures.",
      "sourceId": "discussion-arc-3-751631",
      "summary": "Derrick Goh asks for basic execution diagnostics to distinguish a genuine zero from a run that never initialized. AquaUrsa Research reports checkpoint reads growing from about five to thirty-five minutes, and slow plain file reads before importing PyTorch, while acknowledging it cannot separate the network from storage backend or control server caching. A later Goh reply reports improvement after allowing more startup time. These are attributed tests and recovery reports; the desk did not reproduce them, and public-game scores do not predict hidden-game performance.",
      "title": "8.3 hours, 46.90 on practice games, then 0.00 in under an hour on submission. How do we debug this?",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/751631",
      "visibility": "public"
    },
    {
      "author": "tanapatriewruja",
      "authorName": "Tanapat Riewruja",
      "bodyRead": true,
      "checkedAt": "2026-10-27T02:26:24.630421+00:00",
      "commentCount": 4,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "751756",
      "latestActivityAt": "2026-10-23T23:54:07Z",
      "personIds": [],
      "postedAt": "2026-10-22T17:53:05Z",
      "reason": "Staff reply and participant context read in Chrome and independently verified while logged out.",
      "sourceId": "discussion-arc-3-751756",
      "summary": "Tanapat Riewruja reports repeated failures using the same notebook and inputs. Kaggle staff María Cruz replied October 23 that the failures are related to dataset/model cache instability, that the ARC3 reports are being tracked in topic 751598, and that infrastructure engineers were checking the pool and evaluating rerunning affected submissions. This is direct platform acknowledgment and investigation of reruns, not a completed all-clear or universal rerun guarantee.",
      "title": "Submissions Fails",
      "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/751756",
      "visibility": "public"
    },
    {
      "author": "ishankarnick",
      "authorName": "Ishan Karnick",
      "bodyRead": true,
      "checkedAt": "2026-10-20T21:08:18.157839+00:00",
      "commentCount": 5,
      "competition": "arc-3",
      "decision": "paper-lead",
      "id": "750173",
      "latestActivityAt": "2026-10-20T18:48:00Z",
      "personIds": [],
      "postedAt": "2026-10-17T04:35:45Z",
      "reason": "Changed thread re-read in signed-in Chrome; newest public sort also rendered the new reply. Header says four comments while listing/five visible comments include the new reply.",
      "sourceId": "discussion-arc-3-750173",
      "summary": "New reply: Mirza Milan Farabi reports slow dataset/model downloads and model precaching/loading taking two or three times as long; says a run scored zero and ended after about thirty minutes. Earlier replies from Jeroen Cottaar and CPMP discuss the fifteen-minute no-move timeout and slow loading. These are participant reports, not a new host ruling or confirmed outage.",
      "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"
    }
  ],
  "editorialIntake": [
    {
      "id": "oct27-early-kaggle-run-failures-investigation",
      "title": "Kaggle admits run problems. Who gives teams their lost week back?"
    }
  ],
  "events": [
    {
      "from": 30.52,
      "id": "17045290",
      "name": "plzhecineedthis",
      "rankFrom": 604,
      "rankTo": 289,
      "t": "2026-10-27T01:13:35Z",
      "to": 31.96
    },
    {
      "from": 30.75,
      "id": "15975675",
      "name": "bbarclay6",
      "rankFrom": 552,
      "rankTo": 328,
      "t": "2026-10-27T02:43:45Z",
      "to": 31.78
    },
    {
      "from": 34.99,
      "id": "16047765",
      "name": "pensukesan",
      "rankFrom": 54,
      "rankTo": 27,
      "t": "2026-10-27T03:43:53Z",
      "to": 37.22
    },
    {
      "from": 71.48,
      "id": "15499660",
      "name": "Yi-Chia Chen @ Fields Model",
      "rankFrom": 1,
      "rankTo": 1,
      "t": "2026-10-27T06:14:10Z",
      "to": 75.56
    },
    {
      "from": 34.99,
      "id": "15525358",
      "name": "paul",
      "rankFrom": 55,
      "rankTo": 55,
      "t": "2026-10-27T07:14:16Z",
      "to": 35.23
    },
    {
      "from": 27.68,
      "id": "15494921",
      "name": "Tagir Analyzes",
      "rankFrom": 1356,
      "rankTo": 109,
      "t": "2026-10-27T09:14:29Z",
      "to": 33.57
    },
    {
      "from": 32.1,
      "id": "16845550",
      "name": "Yassine Alouini",
      "rankFrom": 270,
      "rankTo": 151,
      "t": "2026-10-27T09:14:29Z",
      "to": 33.16
    },
    {
      "from": 30.2,
      "id": "17197894",
      "name": "Rintaro Moriwaki",
      "rankFrom": 700,
      "rankTo": 240,
      "t": "2026-10-27T09:14:29Z",
      "to": 32.33
    },
    {
      "from": 31.05,
      "id": "15572031",
      "name": "Artalmaz31",
      "rankFrom": 474,
      "rankTo": 369,
      "t": "2026-10-27T09:14:29Z",
      "to": 31.59
    },
    {
      "from": null,
      "id": "17175011",
      "name": "cosmo3",
      "rankFrom": null,
      "rankTo": 380,
      "t": "2026-10-27T09:14:29Z",
      "to": 31.55
    },
    {
      "from": 0.21,
      "id": "17202209",
      "name": "bil022",
      "rankFrom": 3486,
      "rankTo": 55,
      "t": "2026-10-27T09:44:32Z",
      "to": 35.26
    },
    {
      "from": 31.67,
      "id": "17109600",
      "name": "Ramprasad Reddy",
      "rankFrom": 346,
      "rankTo": 153,
      "t": "2026-10-27T09:44:32Z",
      "to": 33.15
    }
  ],
  "intakeReview": [
    {
      "disposition": "covered",
      "id": "dispatch-2026-10-26-architects-superteam-enters-gold",
      "reason": "The ARChitects' sixteenth place above the gold line is cited in the climbers section."
    },
    {
      "disposition": "covered",
      "id": "wire-2026-10-26-1957-arc-3-zhangzibo54-climbs-to-twenty-third",
      "reason": "zhangzibo54's climb to 23rd is cited in the climbers section."
    },
    {
      "disposition": "covered",
      "id": "wire-2026-10-26-2201-arc-3-fshindo-returns-to-gold-places",
      "reason": "The gold line at 38.20 is cited in the climbers section."
    },
    {
      "disposition": "covered",
      "id": "wire-2026-10-27-0401-arc-3-yi-chia-chen-adds-to-arc-3-lead-again",
      "reason": "Chen's new lead score is the board story."
    },
    {
      "disposition": "covered",
      "id": "editorial-oct27-early-kaggle-run-failures-investigation",
      "reason": "The investigation leads the edition. The standalone feature was released after the front-page cutoff, so it is published as its own item and could not be reserved above the recap."
    }
  ],
  "latestAt": "2026-10-27T10:44:39Z",
  "observations": {
    "15486995": {
      "members": [
        "dlorah",
        "driessmit1",
        "infinitecreativity",
        "jeroencottaar",
        "pressman1",
        "stefano1283"
      ],
      "name": "Tufa Labs",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "15499660": {
      "members": [
        "threerabbits"
      ],
      "name": "Yi-Chia Chen @ Fields Model",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "15605182": {
      "members": [
        "dzjiann",
        "keithtyser",
        "markbarney",
        "mitubant",
        "ngyzly",
        "scizical",
        "sonphamorg"
      ],
      "name": "Team Turducken",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "15770880": {
      "members": [
        "cpmpml",
        "darraghdog",
        "eladsarafian",
        "galkaplun",
        "sorokin",
        "titericz",
        "yeyinzhu"
      ],
      "name": "NVARC3",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16021367": {
      "members": [
        "dwellement0baser",
        "fses91",
        "gklambauer",
        "lukasaichberger"
      ],
      "name": "the last dance 🕺",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16032816": {
      "members": [
        "dfranzen",
        "dvhrtm",
        "insanitycheck",
        "sbrodehl"
      ],
      "name": "The ARChitects",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16132261": {
      "members": [
        "cmechevalier",
        "richardcsaky"
      ],
      "name": "artificialagencylab.com",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16153655": {
      "members": [
        "michaeltgao"
      ],
      "name": "mtg",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16371045": {
      "members": [
        "lordhansolo"
      ],
      "name": "Lord Han Solo",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16490178": {
      "members": [
        "aizealotwu",
        "deepdreamer",
        "florenciasolange",
        "grigoriyzatravkin"
      ],
      "name": "Grigoriy Zatravkin & co",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16569113": {
      "members": [
        "isakatsuyoshi",
        "konbu17",
        "pompom555",
        "refv00",
        "tanakaai24",
        "tk256ailab",
        "ttyn4519",
        "yuto0712"
      ],
      "name": "復活の混テキスト",
      "observedAt": "2026-10-27T10:44:39Z"
    },
    "16958599": {
      "members": [
        "majkel1337"
      ],
      "name": "Majkel1337",
      "observedAt": "2026-10-27T10:44:39Z"
    }
  },
  "people": [
    {
      "id": "yi-chia-chen",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "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 @ Fields Model"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 @ Fields Model"
        }
      ],
      "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 @ Fields Model (arc-prize-2026-arc-agi-2, team 15501171) between 2026-10-09T18:53:30Z and 2026-10-26T21:43:12Z."
        },
        {
          "sourceId": "person-yi-chia-chen-roster-1",
          "text": "threerabbits observed in Yi-Chia Chen @ Fields Model (arc-prize-2026-arc-agi-3, team 15499660) between 2026-10-09T18:53:27Z and 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15499660"
      ]
    },
    {
      "id": "jean-francois-puget",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "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": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:12Z."
        },
        {
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "ivan-sorokin",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "keith-tyser",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "memberHandle": "keithtyser",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "15526034",
          "teamName": "ARC Raiders"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-12T10:04:19Z",
          "memberHandle": "keithtyser",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "15508513",
          "teamName": "keithtyser"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-12T15:34:52Z",
          "lastObservedAt": "2026-10-16T21:50:59Z",
          "memberHandle": "keithtyser",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16447222",
          "teamName": "ARC Slayers"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-18T18:55:34Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "memberHandle": "keithtyser",
          "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": "Team Turducken"
        }
      ],
      "name": "Keith Tyser",
      "sources": [
        {
          "sourceId": "person-keith-tyser-identity-0",
          "text": "Verified kaggle account: keithtyser"
        },
        {
          "sourceId": "person-keith-tyser-identity-1",
          "text": "Verified x account: chiefkeitht"
        },
        {
          "sourceId": "person-keith-tyser-fact-0",
          "text": "Keith Tyser describes his work as AI/ML engineering and data science on his professional website."
        },
        {
          "sourceId": "person-keith-tyser-roster-0",
          "text": "keithtyser observed in ARC Raiders (arc-prize-2026-arc-agi-2, team 15526034) between 2026-10-09T18:53:30Z and 2026-10-26T21:43:12Z."
        },
        {
          "sourceId": "person-keith-tyser-roster-1",
          "text": "keithtyser observed in keithtyser (arc-prize-2026-arc-agi-3, team 15508513) between 2026-10-09T18:53:27Z and 2026-10-12T10:04:19Z."
        },
        {
          "sourceId": "person-keith-tyser-roster-2",
          "text": "keithtyser observed in ARC Slayers (arc-prize-2026-arc-agi-3, team 16447222) between 2026-10-12T15:34:52Z and 2026-10-16T21:50:59Z."
        },
        {
          "sourceId": "person-keith-tyser-roster-3",
          "text": "keithtyser observed in Team Turducken (arc-prize-2026-arc-agi-3, team 15605182) between 2026-10-18T18:55:34Z and 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15605182"
      ]
    },
    {
      "id": "dries-smit",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "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": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:12Z."
        },
        {
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "jeroen-cottaar",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "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": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:12Z."
        },
        {
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "jan-disselhoff",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "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": "2026-10-26T09:41:46Z",
          "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"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-26T21:43:10Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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": "16032816",
          "teamName": "The ARChitects"
        }
      ],
      "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 2026-10-26T21:43:12Z."
        },
        {
          "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 2026-10-26T09:41:46Z."
        },
        {
          "sourceId": "person-jan-disselhoff-roster-2",
          "text": "insanitycheck observed in The ARChitects (arc-prize-2026-arc-agi-3, team 16032816) between 2026-10-26T21:43:10Z and 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "16032816"
      ]
    },
    {
      "id": "david-hartmann",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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": "The ARChitects"
        }
      ],
      "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 The ARChitects (arc-prize-2026-arc-agi-3, team 16032816) between 2026-10-09T18:53:27Z and 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "16032816"
      ]
    },
    {
      "id": "daniel-franzen",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T20:53:45Z",
          "lastObservedAt": "2026-10-20T21:31:18Z",
          "memberHandle": "dfranzen",
          "season": "2026",
          "sourceTitle": "ARC-2 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board",
          "teamId": "15607618",
          "teamName": "Daniel Franzen"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T20:53:44Z",
          "lastObservedAt": "2026-10-18T09:54:36Z",
          "memberHandle": "dfranzen",
          "season": "2026",
          "sourceTitle": "ARC-3 public roster observation",
          "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
          "teamId": "16384837",
          "teamName": "Daniel Franzen"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-26T21:43:10Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "memberHandle": "dfranzen",
          "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": "The ARChitects"
        }
      ],
      "name": "Daniel Franzen",
      "sources": [
        {
          "sourceId": "person-daniel-franzen-identity-0",
          "text": "Verified kaggle account: dfranzen"
        },
        {
          "sourceId": "person-daniel-franzen-fact-0",
          "text": "The ARChitects’ own 2025 solution write-up credits Daniel Franzen under the Kaggle handle dfranzen, alongside Jan Disselhoff (insanitycheck) and David Hartmann (dvhrtm)."
        },
        {
          "sourceId": "person-daniel-franzen-fact-1",
          "text": "ARC Prize’s 2024 results list “The LLM ARChitect: Solving ARC-AGI Is a Matter of Perspective” by Franzen et al. among the paper award runners-up."
        },
        {
          "sourceId": "person-daniel-franzen-fact-2",
          "text": "His own Kaggle profile identifies dfranzen as Daniel Franzen, a deep learning researcher at the University of Mainz."
        },
        {
          "sourceId": "person-daniel-franzen-archive-0",
          "text": "ARC Prize 2025 runner-up · the ARChitects"
        },
        {
          "sourceId": "person-daniel-franzen-archive-1",
          "text": "ARC Prize 2024 champion · the ARChitects"
        },
        {
          "sourceId": "person-daniel-franzen-roster-0",
          "text": "dfranzen observed in Daniel Franzen (arc-prize-2026-arc-agi-2, team 15607618) between 2026-10-09T20:53:45Z and 2026-10-20T21:31:18Z."
        },
        {
          "sourceId": "person-daniel-franzen-roster-1",
          "text": "dfranzen observed in Daniel Franzen (arc-prize-2026-arc-agi-3, team 16384837) between 2026-10-09T20:53:44Z and 2026-10-18T09:54:36Z."
        },
        {
          "sourceId": "person-daniel-franzen-roster-2",
          "text": "dfranzen observed in The ARChitects (arc-prize-2026-arc-agi-3, team 16032816) between 2026-10-26T21:43:10Z and 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "16032816"
      ]
    },
    {
      "id": "isaiahp",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T22:23:52Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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": "2026-10-26T21:43:12Z",
          "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 2026-10-26T21:43:10Z."
        },
        {
          "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 2026-10-26T21:43:12Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "mark-barney",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-11T20:02:55Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "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": "ARC Mutants"
        },
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-11T20:02:53Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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": "Team Turducken"
        }
      ],
      "name": "Mark Barney",
      "sources": [
        {
          "sourceId": "person-mark-barney-identity-0",
          "text": "Verified kaggle account: markbarney"
        },
        {
          "sourceId": "person-mark-barney-fact-0",
          "text": "On 19 October 2026, Mark Barney announced Jack Cole joining ARC Mutants for ARC-AGI-2. The public ARC2 roster lists jcole75, markbarney, scizical and sonphamorg under team 17023174. Team Turducken (ARC-AGI-3 team 15605182) is a separate entry; this announcement does not add Jack to that ARC3 team."
        },
        {
          "sourceId": "person-mark-barney-roster-0",
          "text": "markbarney observed in ARC Mutants (arc-prize-2026-arc-agi-2, team 17023174) between 2026-10-11T20:02:55Z and 2026-10-26T21:43:12Z."
        },
        {
          "sourceId": "person-mark-barney-roster-1",
          "text": "markbarney observed in Team Turducken (arc-prize-2026-arc-agi-3, team 15605182) between 2026-10-11T20:02:53Z and 2026-10-26T21:43:10Z."
        }
      ],
      "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": "2026-10-26T21:43:10Z",
          "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": "Team Turducken"
        },
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-12T21:36:52Z",
          "lastObservedAt": "2026-10-26T21:43:12Z",
          "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": "ARC Mutants"
        }
      ],
      "name": "Son Pham",
      "sources": [
        {
          "sourceId": "person-son-pham-identity-0",
          "text": "Verified kaggle account: sonphamorg"
        },
        {
          "sourceId": "person-son-pham-fact-0",
          "text": "On 19 October 2026, Mark Barney announced Jack Cole joining ARC Mutants for ARC-AGI-2. The public ARC2 roster lists jcole75, markbarney, scizical and sonphamorg under team 17023174. Team Turducken (ARC-AGI-3 team 15605182) is a separate entry; this announcement does not add Jack to that ARC3 team."
        },
        {
          "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 Team Turducken (arc-prize-2026-arc-agi-3, team 15605182) between 2026-10-11T20:02:53Z and 2026-10-26T21:43:10Z."
        },
        {
          "sourceId": "person-son-pham-roster-2",
          "text": "sonphamorg observed in ARC Mutants (arc-prize-2026-arc-agi-2, team 17023174) between 2026-10-12T21:36:52Z and 2026-10-26T21:43:12Z."
        }
      ],
      "teamIds": [
        "15605182"
      ]
    },
    {
      "id": "lord-han-solo",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T03:07:24Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "16371045"
      ]
    },
    {
      "id": "darragh-hanley",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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": "2026-10-26T21:43:12Z",
          "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 2026-10-26T21:43:10Z."
        },
        {
          "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 2026-10-26T21:43:12Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "elad-sarafian",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "gal-kaplun",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "yeyin-zhu",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "stefano-viel",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-13T17:12:19Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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": "2026-10-26T21:43:12Z",
          "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 2026-10-26T21:43:10Z."
        },
        {
          "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 2026-10-26T21:43:12Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "richard-csaky",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-14T09:44:09Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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": "2026-10-19T21:58:46Z",
          "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": "artificialagencylab.com"
        }
      ],
      "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 2026-10-26T21:43:10Z."
        },
        {
          "sourceId": "person-richard-csaky-roster-1",
          "text": "richardcsaky observed in artificialagencylab.com (arc-prize-2026-arc-agi-2, team 17077331) between 2026-10-14T09:44:10Z and 2026-10-19T21:58:46Z."
        }
      ],
      "teamIds": [
        "16132261"
      ]
    },
    {
      "id": "fses91",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-14T09:44:09Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "16021367"
      ]
    },
    {
      "id": "lukas-aichberger",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-14T09:44:09Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "16021367"
      ]
    },
    {
      "id": "grigoriy-zatravkin",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-17T09:52:12Z",
          "lastObservedAt": "2026-10-26T21:43:10Z",
          "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 & co"
        }
      ],
      "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 & co (arc-prize-2026-arc-agi-3, team 16490178) between 2026-10-17T09:52:12Z and 2026-10-26T21:43:10Z."
        }
      ],
      "teamIds": [
        "16490178"
      ]
    },
    {
      "id": "sebastian-brodehl",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-26T19:42:56Z",
          "lastObservedAt": "2026-10-27T00:43:31Z",
          "memberHandle": "sbrodehl",
          "season": "2026",
          "sourceTitle": "Dated ARChitects roster evidence; before name David Hartmann, after The ARChitects",
          "sourceUrl": "https://arc.markbarney.net/reports/arc-daily-gossip/2026-10-26-architects-roster-and-score.json",
          "teamId": "16032816",
          "teamName": "The ARChitects"
        }
      ],
      "name": "Sebastian Brodehl",
      "sources": [
        {
          "sourceId": "person-sebastian-brodehl-identity-0",
          "text": "Verified kaggle account: sbrodehl"
        },
        {
          "sourceId": "person-sebastian-brodehl-fact-0",
          "text": "Johannes Gutenberg University Mainz’s Visual Computing page lists Dr. Sebastian Brodehl among its former PhD students."
        },
        {
          "sourceId": "person-sebastian-brodehl-fact-1",
          "text": "David Hartmann, Daniel Franzen and Sebastian Brodehl coauthored the 2021 paper Studying the Evolution of Neural Activation Patterns During Training of Feed-Forward ReLU Networks, affiliated with the Visual Computing Group at Mainz."
        },
        {
          "sourceId": "person-sebastian-brodehl-roster-0",
          "text": "sbrodehl observed in The ARChitects (arc-prize-2026-arc-agi-3, team 16032816) between 2026-10-26T19:42:56Z and 2026-10-27T00:43:31Z."
        }
      ],
      "teamIds": [
        "16032816"
      ]
    }
  ],
  "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
      ],
      [
        "2026-10-25T07:03:54Z",
        68.91,
        2
      ]
    ],
    "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
      ],
      [
        "2026-10-22T04:34:54Z",
        67.77,
        2
      ],
      [
        "2026-10-24T06:40:16Z",
        68.21,
        2
      ],
      [
        "2026-10-25T07:03:54Z",
        71.48,
        1
      ],
      [
        "2026-10-27T06:14:10Z",
        75.56,
        1
      ]
    ],
    "15605182": [
      [
        "2026-10-04T18:30:56Z",
        28.94,
        217
      ],
      [
        "2026-10-04T20:05:00Z",
        28.94,
        219
      ],
      [
        "2026-10-04T20:35:03Z",
        28.94,
        220
      ],
      [
        "2026-10-04T23:35:19Z",
        28.94,
        223
      ],
      [
        "2026-10-05T00:05:22Z",
        28.94,
        224
      ],
      [
        "2026-10-05T04:33:06Z",
        28.94,
        230
      ],
      [
        "2026-10-05T05:05:52Z",
        28.94,
        231
      ],
      [
        "2026-10-05T05:36:30Z",
        28.94,
        233
      ],
      [
        "2026-10-05T06:06:35Z",
        28.94,
        234
      ],
      [
        "2026-10-05T06:36:40Z",
        28.94,
        239
      ],
      [
        "2026-10-05T07:06:44Z",
        28.94,
        244
      ],
      [
        "2026-10-05T08:36:53Z",
        28.94,
        245
      ],
      [
        "2026-10-05T09:06:56Z",
        28.94,
        246
      ],
      [
        "2026-10-05T09:36:59Z",
        28.94,
        250
      ],
      [
        "2026-10-05T10:07:03Z",
        28.94,
        253
      ],
      [
        "2026-10-05T10:37:06Z",
        28.94,
        255
      ],
      [
        "2026-10-05T11:37:11Z",
        28.94,
        256
      ],
      [
        "2026-10-05T12:37:17Z",
        28.94,
        258
      ],
      [
        "2026-10-05T13:07:20Z",
        28.94,
        261
      ],
      [
        "2026-10-05T16:07:38Z",
        28.94,
        263
      ],
      [
        "2026-10-05T16:37:41Z",
        28.94,
        266
      ],
      [
        "2026-10-05T17:07:45Z",
        28.94,
        267
      ],
      [
        "2026-10-05T17:37:48Z",
        28.94,
        272
      ],
      [
        "2026-10-05T18:07:52Z",
        28.94,
        273
      ],
      [
        "2026-10-05T19:08:23Z",
        28.94,
        274
      ],
      [
        "2026-10-05T19:38:49Z",
        28.94,
        278
      ],
      [
        "2026-10-05T20:08:59Z",
        28.94,
        279
      ],
      [
        "2026-10-05T20:39:07Z",
        28.94,
        280
      ],
      [
        "2026-10-05T21:09:12Z",
        28.94,
        282
      ],
      [
        "2026-10-05T21:39:16Z",
        28.94,
        283
      ],
      [
        "2026-10-05T22:39:25Z",
        28.94,
        286
      ],
      [
        "2026-10-05T22:58:11Z",
        28.94,
        288
      ],
      [
        "2026-10-05T23:39:32Z",
        31.63,
        71
      ],
      [
        "2026-10-06T01:09:39Z",
        31.63,
        72
      ],
      [
        "2026-10-06T01:39:41Z",
        31.63,
        73
      ],
      [
        "2026-10-06T05:39:55Z",
        31.63,
        74
      ],
      [
        "2026-10-06T06:09:57Z",
        31.63,
        75
      ],
      [
        "2026-10-06T06:39:58Z",
        31.63,
        76
      ],
      [
        "2026-10-06T09:10:10Z",
        31.63,
        77
      ],
      [
        "2026-10-06T09:40:11Z",
        31.63,
        79
      ],
      [
        "2026-10-06T10:40:14Z",
        31.63,
        80
      ],
      [
        "2026-10-06T12:10:19Z",
        31.63,
        82
      ],
      [
        "2026-10-06T13:10:23Z",
        31.63,
        83
      ],
      [
        "2026-10-06T17:40:39Z",
        31.63,
        84
      ],
      [
        "2026-10-06T18:10:41Z",
        31.63,
        85
      ],
      [
        "2026-10-06T20:10:47Z",
        31.63,
        86
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      "url": "https://x.com/alin8020/status/2112527934141469043",
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          "caption": "The 2026 ARChitects: the dream team comes together. Left to right: David Hartmann, Jan Disselhoff, Daniel Franzen and Sebastian Brodehl, drawn from their verified avatars. Baseball-card panels show historical honors and research credits. AI editorial artwork; ARC3 public standings dated October 26.",
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            "text": "The ARChitects are together for 2026. Daniel Franzen, Jan Disselhoff, David Hartmann and Sebastian Brodehl have joined forces in ARC-AGI-3, putting a championship name and a four-person lineup into the closing week’s provisional gold race. They stand sixteenth at 38.85, above the gold score line of 38.20.\n\nOn merger deadline day, Franzen and Disselhoff’s separate entries came together with Hartmann and Brodehl’s existing partnership under The ARChitects name. The result is a team with shared research roots and a substantial ARC pedigree, now facing the interactive competition together. The four accounts appear on the same surviving entry in the before-and-after roster record."
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            "text": "The university connection runs through Johannes Gutenberg University Mainz’s Visual Computing group. Its people page lists Disselhoff and Franzen among the academic staff and doctoral candidates, with Hartmann and Brodehl among the former doctoral students. This team’s links stretch well beyond the current leaderboard.\n\nIn 2021, Hartmann, Franzen and Brodehl coauthored a paper investigating how neural activation patterns change during training. All three were affiliated with the Mainz Visual Computing Group. Years before this merger, they were already working on understanding how neural networks learn.\n\nThe editor-in-chief met Sebastian at the ARC gathering in Boston and sends a personal shout-out: “Awesome guy.” For this new team picture, Sebastian’s own Kaggle avatar becomes the big-eared mouse in sunglasses, alongside Hartmann’s fox, Disselhoff’s orange cat and Franzen’s duck."
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            "text": "The ARChitects won the 2024 ARC Prize high-score contest and finished runner-up in 2025. Franzen and Disselhoff carry the earlier championship; the 2025 team report credits Franzen, Disselhoff and Hartmann. Brodehl brings his documented research history with Hartmann and Franzen to the 2026 lineup.\n\nTheir 2025 report described a solver adapted to two-dimensional grids that could repeatedly refine its guesses and compare alternative views of a puzzle. It is a substantial public research record, although the team has yet to establish here how its current ARC3 agent works.\n\nSixteenth place also has a useful backstory. Franzen’s separate ARC3 entry already held 38.85 before the combination, and Disselhoff’s had reached 38.60. The merged entry carries Franzen’s existing best score. The immediate development is the four researchers joining forces; their next improvement will be the next chapter to watch."
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            "text": "Both contests’ team-merger deadline fell on October 26. The ARChitects were part of a broader reshuffling: the desk documented same-day roster additions at at least thirteen entries across ARC3 and ARC2.\n\nIn ARC3, NVARC3 added titericz, the account displayed as Giba, while Grigoriy Zatravkin’s team expanded to include aizealotwu and deepdreamer. In ARC2, Khaotic Sethesis added cdeotte, and the entry previously displayed as Shin & Maciej & Natalia added sggpls and yuritosci. The saved rosters establish those additions; the archive provides a partial view of the full day’s activity.\n\nFor the 2026 ARChitects, the attraction is the people now working together: past contenders, familiar collaborators and a four-person team assembled for the finish. The public gold places remain provisional. They have a place to defend—and a new shared campaign to follow."
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        "headline": "zhangzibo54 climbs to 23rd on ARC-3",
        "id": "2026-10-26-1957-arc-3-zhangzibo54-climbs-to-twenty-third",
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        "publishedAt": "2026-10-26T23:57:45Z",
        "sections": [
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            "text": "The move carried the team into the top 25, a significant step toward the standings’ gold places."
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        "sourceId": "wire-2026-10-26-1957-arc-3-zhangzibo54-climbs-to-twenty-third",
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        "sections": [
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