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    {
      "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."
    },
    {
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      "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."
    },
    {
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      "sourceId": "fact-15508513-0",
      "sourceTitle": "ARC-AGI-3 observed public roster",
      "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board",
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      "text": "The ARC-AGI-3 roster observed on 8 October 2026 lists keithtyser as the sole member of the entry also named keithtyser."
    },
    {
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      "sourceId": "fact-15770880-0",
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      "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."
    },
    {
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      "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."
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    {
      "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."
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    {
      "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": "2026-10-08T13:46:44Z",
      "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": "2026-10-08T13:46:44Z",
      "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": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16805955-0",
      "sourceTitle": "Jayden Szeto — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/jaydenszeto123",
      "teamId": "16805955",
      "text": "The rostered jaydenszeto123 Kaggle account displays the name Jayden Szeto."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16805955-1",
      "sourceTitle": "Daniel Guo — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/denialguo",
      "teamId": "16805955",
      "text": "The rostered denialguo Kaggle account displays the name Daniel Guo."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16805955-2",
      "sourceTitle": "Hayley — Kaggle profile",
      "sourceUrl": "https://www.kaggle.com/snoopydoo",
      "teamId": "16805955",
      "text": "The rostered snoopydoo Kaggle account displays the name Hayley, without a surname."
    },
    {
      "checkedAt": "2026-10-08T13:46:44Z",
      "sourceId": "fact-16805955-3",
      "sourceTitle": "Jayden Szeto — BirdCLEF+ 2026 notebook",
      "sourceUrl": "https://www.kaggle.com/code/jaydenszeto123/birdclef2026-v3",
      "teamId": "16805955",
      "text": "Jayden Szeto’s Kaggle account also has a public BirdCLEF+ 2026 notebook titled “BIRDCLEF2026 V3.” This is background work, not a claim about dreach.ai’s ARC-AGI-3 method."
    },
    {
      "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."
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    {
      "from": null,
      "id": "16447222",
      "name": "ARC Slayer",
      "rankFrom": null,
      "rankTo": 182,
      "t": "2026-10-10T04:59:16Z",
      "to": 31.22
    },
    {
      "from": 29.08,
      "id": "15693108",
      "name": "Pai",
      "rankFrom": 483,
      "rankTo": 466,
      "t": "2026-10-10T05:29:20Z",
      "to": 29.15
    },
    {
      "from": 29.57,
      "id": "16982572",
      "name": "Brian Bonti",
      "rankFrom": 399,
      "rankTo": 301,
      "t": "2026-10-10T05:59:27Z",
      "to": 30.27
    },
    {
      "from": 31.83,
      "id": "15493226",
      "name": "amosokello451",
      "rankFrom": 117,
      "rankTo": 115,
      "t": "2026-10-10T06:29:30Z",
      "to": 31.87
    },
    {
      "from": 25.57,
      "id": "17038965",
      "name": "Chenhao Wu",
      "rankFrom": 987,
      "rankTo": 91,
      "t": "2026-10-10T06:59:33Z",
      "to": 32.23
    },
    {
      "from": 28.15,
      "id": "15486769",
      "name": "Ali",
      "rankFrom": 642,
      "rankTo": 480,
      "t": "2026-10-10T06:59:33Z",
      "to": 29.11
    },
    {
      "from": 4.14,
      "id": "15488124",
      "name": "Breno & Sebastian",
      "rankFrom": 1261,
      "rankTo": 283,
      "t": "2026-10-10T07:29:35Z",
      "to": 30.4
    },
    {
      "from": 25.76,
      "id": "16969329",
      "name": "praneethb7",
      "rankFrom": 976,
      "rankTo": 499,
      "t": "2026-10-10T07:29:35Z",
      "to": 28.98
    },
    {
      "from": 28.59,
      "id": "15487522",
      "name": "Md Boktiar Mahbub Murad",
      "rankFrom": 558,
      "rankTo": 331,
      "t": "2026-10-10T07:59:37Z",
      "to": 30.06
    },
    {
      "from": 28.78,
      "id": "15488264",
      "name": "sanyul",
      "rankFrom": 538,
      "rankTo": 461,
      "t": "2026-10-10T08:29:40Z",
      "to": 29.23
    },
    {
      "from": 59.17,
      "id": "15499660",
      "name": "Yi-Chia Chen",
      "rankFrom": 1,
      "rankTo": 1,
      "t": "2026-10-10T08:59:42Z",
      "to": 62.96
    },
    {
      "from": 27.74,
      "id": "15625877",
      "name": "David C.",
      "rankFrom": 717,
      "rankTo": 258,
      "t": "2026-10-10T08:59:42Z",
      "to": 30.52
    },
    {
      "from": null,
      "id": "17047474",
      "name": "Ueddy",
      "rankFrom": null,
      "rankTo": 355,
      "t": "2026-10-10T08:59:42Z",
      "to": 29.93
    },
    {
      "from": 27.68,
      "id": "16982209",
      "name": "Tianze0",
      "rankFrom": 729,
      "rankTo": 61,
      "t": "2026-10-10T09:59:47Z",
      "to": 33.06
    },
    {
      "from": 26.08,
      "id": "17031461",
      "name": "Jinhao Zhu2",
      "rankFrom": 951,
      "rankTo": 161,
      "t": "2026-10-10T09:59:47Z",
      "to": 31.4
    },
    {
      "from": 28.87,
      "id": "16777399",
      "name": "Jovian Game Studios",
      "rankFrom": 522,
      "rankTo": 25,
      "t": "2026-10-10T10:29:49Z",
      "to": 34.04
    },
    {
      "from": 29.4,
      "id": "15490642",
      "name": "Halla Yang",
      "rankFrom": 435,
      "rankTo": 160,
      "t": "2026-10-10T10:59:51Z",
      "to": 31.41
    },
    {
      "from": 0.26,
      "id": "15585956",
      "name": "Jason-Oh",
      "rankFrom": 2546,
      "rankTo": 208,
      "t": "2026-10-10T10:59:51Z",
      "to": 31.02
    },
    {
      "from": null,
      "id": "17069992",
      "name": "Poemcourt",
      "rankFrom": null,
      "rankTo": 262,
      "t": "2026-10-10T10:59:51Z",
      "to": 30.57
    },
    {
      "from": 28.84,
      "id": "16674808",
      "name": "HongchenDai",
      "rankFrom": 531,
      "rankTo": 279,
      "t": "2026-10-10T10:59:51Z",
      "to": 30.45
    },
    {
      "from": 29.52,
      "id": "16559747",
      "name": "Hugo Thorvaldsen",
      "rankFrom": 422,
      "rankTo": 399,
      "t": "2026-10-10T11:29:54Z",
      "to": 29.67
    },
    {
      "from": 27.79,
      "id": "17035964",
      "name": "yu_kuo14",
      "rankFrom": 722,
      "rankTo": 341,
      "t": "2026-10-10T11:59:56Z",
      "to": 30.05
    },
    {
      "from": 20.84,
      "id": "16659717",
      "name": "jinbo wang1",
      "rankFrom": 1188,
      "rankTo": 452,
      "t": "2026-10-10T11:59:56Z",
      "to": 29.32
    },
    {
      "from": 36.16,
      "id": "16992721",
      "name": "fshindo",
      "rankFrom": 15,
      "rankTo": 10,
      "t": "2026-10-10T12:29:59Z",
      "to": 38.2
    },
    {
      "from": 26.87,
      "id": "17059189",
      "name": "Pppycccc",
      "rankFrom": 872,
      "rankTo": 200,
      "t": "2026-10-10T13:00:02Z",
      "to": 31.07
    },
    {
      "from": 29.13,
      "id": "15631128",
      "name": "Kerolos Romans",
      "rankFrom": 487,
      "rankTo": 40,
      "t": "2026-10-10T13:30:07Z",
      "to": 33.47
    },
    {
      "from": 27.08,
      "id": "16745292",
      "name": "Paul Kamau",
      "rankFrom": 841,
      "rankTo": 191,
      "t": "2026-10-10T13:30:07Z",
      "to": 31.2
    },
    {
      "from": 26.07,
      "id": "17033768",
      "name": "GuangyuanWang",
      "rankFrom": 960,
      "rankTo": 422,
      "t": "2026-10-10T13:30:07Z",
      "to": 29.54
    },
    {
      "from": 0.08,
      "id": "17068216",
      "name": "Shutong Hou",
      "rankFrom": 3610,
      "rankTo": 64,
      "t": "2026-10-10T14:00:10Z",
      "to": 33.05
    },
    {
      "from": 32.74,
      "id": "15508513",
      "name": "keithtyser",
      "rankFrom": 76,
      "rankTo": 13,
      "t": "2026-10-10T14:30:12Z",
      "to": 37.22
    },
    {
      "from": 29.41,
      "id": "15494569",
      "name": "kglctf",
      "rankFrom": 442,
      "rankTo": 439,
      "t": "2026-10-10T15:00:15Z",
      "to": 29.43
    },
    {
      "from": 28.19,
      "id": "16601342",
      "name": "Yorix.um",
      "rankFrom": 661,
      "rankTo": 481,
      "t": "2026-10-10T15:30:17Z",
      "to": 29.19
    },
    {
      "from": 27.19,
      "id": "17065048",
      "name": "Jinsong Zhao",
      "rankFrom": 832,
      "rankTo": 150,
      "t": "2026-10-10T16:30:23Z",
      "to": 31.57
    },
    {
      "from": 25.33,
      "id": "16881074",
      "name": "Matterhorn3838",
      "rankFrom": 1031,
      "rankTo": 107,
      "t": "2026-10-10T17:00:25Z",
      "to": 32.01
    },
    {
      "from": 28.42,
      "id": "15653548",
      "name": "The AGI Boys",
      "rankFrom": 619,
      "rankTo": 270,
      "t": "2026-10-10T17:00:25Z",
      "to": 30.56
    },
    {
      "from": 44.32,
      "id": "16153655",
      "name": "mtg",
      "rankFrom": 3,
      "rankTo": 3,
      "t": "2026-10-10T18:00:31Z",
      "to": 45
    },
    {
      "from": 22.82,
      "id": "17051978",
      "name": "chang liu",
      "rankFrom": 1172,
      "rankTo": 41,
      "t": "2026-10-10T18:00:31Z",
      "to": 33.47
    },
    {
      "from": 28.99,
      "id": "16805935",
      "name": "Shuhan Yang",
      "rankFrom": 518,
      "rankTo": 425,
      "t": "2026-10-10T18:30:33Z",
      "to": 29.56
    },
    {
      "from": 29.64,
      "id": "17030083",
      "name": "Sniglet",
      "rankFrom": 415,
      "rankTo": 211,
      "t": "2026-10-10T19:00:36Z",
      "to": 31.06
    },
    {
      "from": 23.76,
      "id": "15487391",
      "name": "Bright O.H.",
      "rankFrom": 1135,
      "rankTo": 297,
      "t": "2026-10-10T19:00:36Z",
      "to": 30.41
    },
    {
      "from": 3,
      "id": "15495211",
      "name": "Peter Findley",
      "rankFrom": 1482,
      "rankTo": 35,
      "t": "2026-10-10T19:30:39Z",
      "to": 33.6
    },
    {
      "from": null,
      "id": "17062315",
      "name": "Yuyannnn",
      "rankFrom": null,
      "rankTo": 96,
      "t": "2026-10-10T20:00:42Z",
      "to": 32.29
    },
    {
      "from": 1.44,
      "id": "15608330",
      "name": "Naga Bhanuja",
      "rankFrom": 1748,
      "rankTo": 414,
      "t": "2026-10-10T20:30:44Z",
      "to": 29.66
    },
    {
      "from": 28.26,
      "id": "16841011",
      "name": "LIH.YUN",
      "rankFrom": 659,
      "rankTo": 68,
      "t": "2026-10-10T21:00:47Z",
      "to": 33.03
    }
  ],
  "latestAt": "2026-10-10T22:00:53Z",
  "observations": {
    "15486995": {
      "members": [
        "dlorah",
        "driessmit1",
        "infinitecreativity",
        "jeroencottaar",
        "pressman1",
        "stefano1283"
      ],
      "name": "Tufa Labs",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "15493226": {
      "members": [
        "amosokello451",
        "nancyadhiambo"
      ],
      "name": "amosokello451",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "15499660": {
      "members": [
        "threerabbits"
      ],
      "name": "Yi-Chia Chen",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "15508513": {
      "members": [
        "keithtyser"
      ],
      "name": "keithtyser",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "15513178": {
      "members": [
        "chiakazirim"
      ],
      "name": "Akagha Chimgozirim",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "15605182": {
      "members": [
        "markbarney",
        "scizical",
        "sonphamorg"
      ],
      "name": "Son & Mark & Ronen",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "15770880": {
      "members": [
        "cpmpml",
        "darraghdog",
        "eladsarafian",
        "galkaplun",
        "sorokin",
        "yeyinzhu"
      ],
      "name": "NVARC3",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16021367": {
      "members": [
        "dwellement0baser",
        "fses91",
        "gklambauer",
        "lukasaichberger"
      ],
      "name": "the last dance 🕺",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16132261": {
      "members": [
        "cmechevalier",
        "richardcsaky"
      ],
      "name": "artificialagencylab.com",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16148668": {
      "members": [
        "seanjones444"
      ],
      "name": "Sean Jones",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16153655": {
      "members": [
        "michaeltgao"
      ],
      "name": "mtg",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16273949": {
      "members": [
        "mikelou1"
      ],
      "name": "mikelou1",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16371045": {
      "members": [
        "lordhansolo"
      ],
      "name": "Lord Han Solo",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16805955": {
      "members": [
        "denialguo",
        "jaydenszeto123",
        "snoopydoo"
      ],
      "name": "dreach.ai",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16958599": {
      "members": [
        "majkel1337"
      ],
      "name": "Majkel1337",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16958955": {
      "members": [
        "niyanng"
      ],
      "name": "Nhan Duc Nguyen",
      "observedAt": "2026-10-10T22:00:53Z"
    },
    "16992721": {
      "members": [
        "ffsscf"
      ],
      "name": "fshindo",
      "observedAt": "2026-10-10T22:00:53Z"
    }
  },
  "people": [
    {
      "id": "yi-chia-chen",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-10T09:59:48Z",
          "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": "2026-10-10T09:59:47Z",
          "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 2026-10-10T09:59:48Z."
        },
        {
          "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 2026-10-10T09:59:47Z."
        }
      ],
      "teamIds": [
        "15499660"
      ]
    },
    {
      "id": "jean-francois-puget",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-10T09:59:48Z",
          "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": "2026-10-10T09:59:47Z",
          "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 2026-10-10T09:59:48Z."
        },
        {
          "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 2026-10-10T09:59:47Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "ivan-sorokin",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T18:53:27Z",
          "lastObservedAt": "2026-10-10T09:59:47Z",
          "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 2026-10-10T09:59:47Z."
        }
      ],
      "teamIds": [
        "15770880"
      ]
    },
    {
      "id": "keith-tyser",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-10T09:59:48Z",
          "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": "2026-10-10T09:59:47Z",
          "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"
        }
      ],
      "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: keithtyser"
        },
        {
          "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 2026-10-10T09:59:48Z."
        },
        {
          "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 2026-10-10T09:59:47Z."
        }
      ],
      "teamIds": [
        "15508513"
      ]
    },
    {
      "id": "dries-smit",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-10T09:59:48Z",
          "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": "2026-10-10T09:59:47Z",
          "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 2026-10-10T09:59:48Z."
        },
        {
          "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 2026-10-10T09:59:47Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "jeroen-cottaar",
      "memberships": [
        {
          "competition": "arc-2",
          "competitionId": "arc-prize-2026-arc-agi-2",
          "firstObservedAt": "2026-10-09T18:53:30Z",
          "lastObservedAt": "2026-10-10T09:59:48Z",
          "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": "2026-10-10T09:59:47Z",
          "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 2026-10-10T09:59:48Z."
        },
        {
          "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 2026-10-10T09:59:47Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    },
    {
      "id": "isaiahp",
      "memberships": [
        {
          "competition": "arc-3",
          "competitionId": "arc-prize-2026-arc-agi-3",
          "firstObservedAt": "2026-10-09T22:23:52Z",
          "lastObservedAt": "2026-10-10T09:59:47Z",
          "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": "2026-10-10T09:59:48Z",
          "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": "IsaiahP",
      "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-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 2026-10-10T09:59:47Z."
        },
        {
          "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 2026-10-10T09:59:48Z."
        }
      ],
      "teamIds": [
        "15486995"
      ]
    }
  ],
  "socialPosts": [
    {
      "author": "OCEANVIN10",
      "authorName": "OCEAN",
      "category": "research",
      "checkedAt": "2026-10-10T21:02:17Z",
      "competitions": [
        "arc-3"
      ],
      "id": "2108936146071777498",
      "identitySourceUrl": "https://x.com/OCEANVIN10",
      "importance": 3,
      "personIds": [],
      "postedAt": "2026-10-10T15:02:14Z",
      "sourceId": "social-2108936146071777498",
      "storyUrl": "https://arxiv.org/abs/2610.11794",
      "summary": "OCEAN highlighted the Memento 3 preprint. Its authors report that a fixed language model revises an external rulebook and executable world model; on the 25 public ARC-AGI-3 games, they report clearing every level with fewer actions than the human baseline. These are author-reported results on the public set.",
      "threadId": null,
      "url": "https://x.com/OCEANVIN10/status/2108936146071777498",
      "visibility": "public",
      "whyItMatters": "A new ARC-AGI-3 research lead for the edition desk. The paper provides a concrete mechanism and results, but the public tutorial set cannot establish private-game performance."
    },
    {
      "author": "arcprize",
      "authorName": "ARC Prize",
      "category": "standings",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-3"
      ],
      "id": "2108577347192676612",
      "identitySourceUrl": "https://arcprize.org",
      "importance": 3,
      "personIds": [
        "yi-chia-chen"
      ],
      "postedAt": "2026-10-09T15:16:29Z",
      "sourceId": "social-2108577347192676612",
      "storyUrl": "https://x.com/arcprize/status/2108577347192676612",
      "summary": "ARC Prize announced Yi-Chia Chen at 59.17% on the 2026 ARC-AGI-3 Kaggle board, taking the lead over Tufa Labs.",
      "threadId": "2108577347192676612",
      "url": "https://x.com/arcprize/status/2108577347192676612",
      "visibility": "public",
      "whyItMatters": "A new public-board leader is the strongest ARC-3 standings lead; verify the current board before an edition."
    },
    {
      "author": "arcprize",
      "authorName": "ARC Prize",
      "category": "community",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-2",
        "arc-3"
      ],
      "id": "2108575462695817315",
      "identitySourceUrl": "https://arcprize.org",
      "importance": 2,
      "personIds": [],
      "postedAt": "2026-10-09T15:09:00Z",
      "sourceId": "social-2108575462695817315",
      "storyUrl": "https://arcprize.org/events/research-summit-2026",
      "summary": "ARC Prize announced Stephen Wolfram as a keynote speaker for its 2026 Research Summit.",
      "threadId": "2108575462695817315",
      "url": "https://x.com/arcprize/status/2108575462695817315",
      "visibility": "public",
      "whyItMatters": "A current event-program lead for the meeting digest."
    },
    {
      "author": "SimonOuellette6",
      "authorName": "Simon Ouellette",
      "category": "research",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-3"
      ],
      "id": "2108289507908780366",
      "identitySourceUrl": "https://x.com/SimonOuellette6",
      "importance": 2,
      "personIds": [],
      "postedAt": "2026-10-08T20:12:43Z",
      "sourceId": "social-2108289507908780366",
      "storyUrl": "https://github.com/SimonOuellette35/ARC-AGI-3-Training-Data",
      "summary": "Ouellette released an ARC-AGI-3-style training-data framework with 429 playable games, solvers and demonstration generators; he said 37 games still lacked solvers. The linked repository says it combines augmented public ARC demos and other game sources.",
      "threadId": "2108289507908780366",
      "url": "https://x.com/SimonOuellette6/status/2108289507908780366",
      "visibility": "public",
      "whyItMatters": "A concrete research resource; its author describes training material, not a measured Kaggle-score gain or coverage of private games."
    },
    {
      "author": "arcprize",
      "authorName": "ARC Prize",
      "category": "research",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-2",
        "arc-3"
      ],
      "id": "2107511511782420924",
      "identitySourceUrl": "https://arcprize.org",
      "importance": 2,
      "personIds": [],
      "postedAt": "2026-10-06T16:41:14Z",
      "sourceId": "social-2107511511782420924",
      "storyUrl": null,
      "summary": "ARC Prize published verified Grok 4.7 scores: 1.8% on ARC-AGI-3 with its standard harness, 10.0% with a provider adapter, and 61.4% on ARC-AGI-2.",
      "threadId": "2107511511782420924",
      "url": "https://x.com/arcprize/status/2107511511782420924",
      "visibility": "public",
      "whyItMatters": "The harness distinction matters when comparing model scores; the post reports organizer verification."
    },
    {
      "author": "GregKamradt",
      "authorName": "Greg Kamradt",
      "category": "research",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-3"
      ],
      "id": "2107480627989938482",
      "identitySourceUrl": "https://x.com/arcprize",
      "importance": 2,
      "personIds": [],
      "postedAt": "2026-10-06T14:38:31Z",
      "sourceId": "social-2107480627989938482",
      "storyUrl": null,
      "summary": "Kamradt invited researchers to contact ARC Prize about red-teaming future ARC-AGI benchmarks and mentioned grants and credits as possible support.",
      "threadId": null,
      "url": "https://x.com/GregKamradt/status/2107480627989938482",
      "visibility": "public",
      "whyItMatters": "A direct research-participation lead; it is an invitation, not a claim about any current contestant’s approach."
    },
    {
      "author": "GregKamradt",
      "authorName": "Greg Kamradt",
      "category": "community",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-2",
        "arc-3"
      ],
      "id": "2108576380397162576",
      "identitySourceUrl": "https://x.com/arcprize",
      "importance": 1,
      "personIds": [],
      "postedAt": "2026-10-09T15:12:39Z",
      "sourceId": "social-2108576380397162576",
      "storyUrl": "https://arcprize.org/events/research-summit-2026",
      "summary": "Kamradt said he was excited Wolfram would join the ARC Prize Summit in two weeks, quoting the organizer’s announcement.",
      "threadId": null,
      "url": "https://x.com/GregKamradt/status/2108576380397162576",
      "visibility": "public",
      "whyItMatters": "Confirms the organizer’s program announcement from the ARC Prize president."
    },
    {
      "author": "tufalabs",
      "authorName": "Tufa Labs",
      "category": "banter",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-3"
      ],
      "id": "2108463895128269084",
      "identitySourceUrl": "https://tufalabs.ai",
      "importance": 1,
      "personIds": [],
      "postedAt": "2026-10-09T07:45:40Z",
      "sourceId": "social-2108463895128269084",
      "storyUrl": null,
      "summary": "Tufa Labs made a tongue-in-cheek post about a temporary setback and “overwhelming resources and compute”; the post included AI-marked imagery.",
      "threadId": null,
      "url": "https://x.com/tufalabs/status/2108463895128269084",
      "visibility": "public",
      "whyItMatters": "Competition banter only; the line is not evidence of the team’s actual budget, compute or methods."
    },
    {
      "author": "GregKamradt",
      "authorName": "Greg Kamradt",
      "category": "community",
      "checkedAt": "2026-10-09T21:09:33Z",
      "competitions": [
        "arc-3"
      ],
      "id": "2108295792931090768",
      "identitySourceUrl": "https://x.com/arcprize",
      "importance": 1,
      "personIds": [],
      "postedAt": "2026-10-08T20:37:41Z",
      "sourceId": "social-2108295792931090768",
      "storyUrl": "https://github.com/SimonOuellette35/ARC-AGI-3-Training-Data",
      "summary": "Kamradt shared images and called Ouellette’s release a “V3 inspired dataset.”",
      "threadId": null,
      "url": "https://x.com/GregKamradt/status/2108295792931090768",
      "visibility": "public",
      "whyItMatters": "An organizer reaction to a community resource; the original release and repository hold the substantive details."
    }
  ],
  "sourceSha256": "b525db01732c8bbec03264be1acf84680e8cb12db27dc3641c50208f963bc052",
  "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board"
}