{ "accessedAt": "2026-10-17T22:06:12Z", "articleId": "2026-10-17-evening-arc-2", "baselineSnapshot": { "bronze": 31.81, "gold": 57.08, "silver": 32.64, "t": "2026-10-16T21:51:01Z", "teams": 2962, "top": 88.06 }, "baselineTargetAt": "2026-10-16T22:00:00Z", "briefSha256": "51ce0623620eb9016295618dba3ee9a8be868e89c746458c73ce68f1f9f84ad6", "closingSnapshot": { "bronze": 31.81, "gold": 57.08, "silver": 32.64, "t": "2026-10-17T21:53:28Z", "teams": 3001, "top": 88.06 }, "comparisons": { "15486728": { "end": [ "2026-10-17T21:53:28Z", 33.89, 81 ], "start": [ "2026-10-16T17:20:33Z", 33.89, 74 ] }, "15486939": { "end": [ "2026-10-17T21:53:28Z", 79.17, 4 ], "start": null }, "15487968": { "end": [ "2026-10-17T21:53:28Z", 39.31, 51 ], "start": [ "2026-10-16T17:20:33Z", 38.61, 47 ] }, "15501171": { "end": [ "2026-10-17T21:53:28Z", 83.89, 2 ], "start": [ "2026-10-14T16:14:47Z", 83.89, 2 ] }, "15507730": { "end": [ "2026-10-17T21:53:28Z", 21.67, 1905 ], "start": null }, "15526034": { "end": [ "2026-10-17T21:53:28Z", 68.33, 7 ], "start": null }, "15596748": { "end": [ "2026-10-17T21:53:28Z", 41.39, 42 ], "start": [ "2026-10-16T17:20:33Z", 35.83, 63 ] }, "15647123": { "end": [ "2026-10-17T21:53:28Z", 32.22, 252 ], "start": [ "2026-10-16T17:20:33Z", 31.81, 259 ] }, "15789060": { "end": [ "2026-10-17T21:53:28Z", 80.56, 3 ], "start": [ "2026-10-13T17:42:26Z", 80.56, 3 ] }, "16095234": { "end": [ "2026-10-17T21:53:28Z", 54.72, 18 ], "start": [ "2026-10-16T13:20:08Z", 51.11, 21 ] }, "16260837": { "end": [ "2026-10-17T21:53:28Z", 34.58, 75 ], "start": [ "2026-10-16T18:20:39Z", 32.64, 122 ] }, "16373916": { "end": [ "2026-10-17T21:53:28Z", 68.19, 8 ], "start": [ "2026-10-15T13:17:40Z", 68.19, 7 ] }, "16442485": { "end": [ "2026-10-17T21:53:28Z", 68.06, 9 ], "start": null }, "16461211": { "end": [ "2026-10-17T21:53:28Z", 67.22, 10 ], "start": [ "2026-10-16T02:49:05Z", 67.22, 8 ] }, "16540266": { "end": [ "2026-10-17T21:53:28Z", 36.53, 64 ], "start": [ "2026-10-16T17:20:33Z", 35.28, 65 ] }, "16569125": { "end": [ "2026-10-17T21:53:28Z", 43.33, 37 ], "start": [ "2026-10-16T13:20:08Z", 39.86, 43 ] }, "16671221": { "end": [ "2026-10-17T21:53:28Z", 69.31, 6 ], "start": [ "2026-10-15T03:46:00Z", 69.31, 6 ] }, "16756524": { "end": [ "2026-10-17T21:53:28Z", 88.06, 1 ], "start": [ "2026-10-09T05:21:54Z", 88.06, 1 ] }, "16768245": { "end": [ "2026-10-17T21:53:28Z", 71.81, 5 ], "start": [ "2026-10-15T14:47:49Z", 71.81, 5 ] }, "16942017": { "end": [ "2026-10-17T21:53:28Z", 52.64, 24 ], "start": [ "2026-10-16T20:50:54Z", 50.56, 22 ] }, "17023174": { "end": [ "2026-10-17T21:53:28Z", 30.97, 712 ], "start": null }, "17064172": { "end": [ "2026-10-17T21:53:28Z", 39.58, 50 ], "start": [ "2026-10-16T17:20:33Z", 38.19, 48 ] } }, "competitorFacts": [ { "checkedAt": "2026-10-09T03:23:31Z", "sourceId": "fact-15486728-0", "sourceTitle": "Mithil A Vakde — Kaggle mdlARC model", "sourceUrl": "https://www.kaggle.com/models/mithilavakde/mdlarc", "teamId": "15486728", "text": "The Kaggle account mithilavakde publishes a model called mdlARC under the displayed name Mithil A Vakde." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-15486939-0", "sourceTitle": "ARC-AGI-3 public team roster", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15486939", "text": "The observed nvbanana roster contains cpmpml and darraghdog. Those two handles also appear in NVARC3 on the ARC-AGI-3 board; these remain separate competition entries." }, { "checkedAt": "2026-10-09T03:23:31Z", "sourceId": "fact-15486939-1", "sourceTitle": "Jean-François Puget — public professional profile", "sourceUrl": "https://github.com/jfpuget", "teamId": "15486939", "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-15486939-2", "sourceTitle": "NVIDIA — Jean-Francois Puget author biography", "sourceUrl": "https://developer.nvidia.com/blog/author/jeanfrancoispuget/", "teamId": "15486939", "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": "2026-10-08T03:38:00Z", "sourceId": "fact-15507730-0", "sourceTitle": "The ARChitects — 2025 team solution", "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/the-architects-solution-2025", "teamId": "15507730", "text": "The ARChitects’ own 2025 solution write-up credits Jan Disselhoff under the Kaggle handle insanitycheck, alongside David Hartmann (dvhrtm) and Daniel Franzen (dfranzen)." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-15507730-1", "sourceTitle": "The ARChitects — 2025 technical report", "sourceUrl": "https://lambdalabsml.github.io/ARC2025_Solution_by_the_ARChitects/", "teamId": "15507730", "text": "The team’s 2025 technical report lists Jan Disselhoff at Johannes Gutenberg University Mainz." }, { "checkedAt": "2026-10-09T03:23:31Z", "sourceId": "fact-15526034-0", "sourceTitle": "ARC-AGI-2 observed public roster", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15526034", "text": "The ARC-AGI-2 roster observed on 8 October 2026 includes keithtyser. This observation does not establish a joining date." }, { "checkedAt": "2026-10-12T19:02:36Z", "sourceId": "fact-16569125-0", "sourceTitle": "PunkCyber — public team-identification reply to the ARC Daily Digest", "sourceUrl": "https://x.com/cunkpyber/status/2109599257980555583", "teamId": "16569125", "text": "PunkCyber (@cunkpyber) identifies 復活の混テキスト as their team in a public reply to the ARC Daily Digest." } ], "cutoffAt": "2026-10-17T22:00:00Z", "discussionThreads": [ { "author": "herbison", "authorName": "Dustin", "bodyRead": true, "checkedAt": "2026-10-17T09:06:00.169Z", "commentCount": 27, "competition": "arc-2", "decision": "paper-lead", "id": "747515", "latestActivityAt": "2026-10-16T20:12:30Z", "personIds": [], "postedAt": "2026-10-08T22:04:06Z", "reason": "New Kaggle staff queue estimate verified in signed-in Chrome and logged-out public view.", "sourceId": "discussion-arc-2-747515", "summary": "In an October 16 reply, Kaggle staff member Dustin says ARC-2 queue delay has fallen to about three to five hours and most waiting is now actual submission runtime. He estimates turnaround below a day. Later participants still ask about long saves and runs; the staff estimate is dated, not a live service guarantee.", "title": "Update on \"Kaggle Error\" Submissions & Queue Delays", "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-2/discussion/747515", "visibility": "public" }, { "author": "anlthms", "authorName": "Anil Thomas", "bodyRead": true, "checkedAt": "2026-10-16T09:11:37.623Z", "commentCount": 1, "competition": "arc-2", "decision": "paper-lead", "id": "749035", "latestActivityAt": "2026-10-13T22:35:48Z", "personIds": [ "jean-francois-puget" ], "postedAt": "2026-10-13T21:11:22Z", "reason": "Earlier lead re-read without login; body and visible replies publicly accessible. Preserve attribution and distinguish participant results from predictions.", "sourceId": "discussion-arc-2-749035", "summary": "Anil Thomas posts a prediction that nvbanana is likely to win and attributes his underlying data to huikang’s historical ARC-2 leaderboard page. CPMP replies that he does not know whether they will win, but their submissions have run fast so far. The prediction and response are contestant statements, not an organizer decision, verified winning forecast or disclosed current recipe. Exact root and reply times come from source tooltips.", "title": "Pareto front says nvbanana is likely to win", "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-2/discussion/749035", "visibility": "public" }, { "author": "dmitriigluzdov", "authorName": "Dmitrii Gluzdov", "bodyRead": true, "checkedAt": "2026-10-16T09:11:44.154Z", "commentCount": 0, "competition": "arc-2", "decision": "paper-lead", "id": "748895", "latestActivityAt": "2026-10-13T14:05:34Z", "personIds": [], "postedAt": "2026-10-13T14:05:34Z", "reason": "Earlier lead re-read without login; body and visible replies publicly accessible. Preserve attribution and distinguish participant results from predictions.", "sourceId": "discussion-arc-2-748895", "summary": "Dmitrii Gluzdov reports synthetic ARC-rule fine-tuning improves performance on unseen generated rules but has not shown a leaderboard gain. The current post describes 1,369 executable rules and 41,070 generated puzzles, two training approaches, and reported public scores of 30.83 for base NVARC, 29.03 for early LoRA, 27.92 for full LoRA and 29.17 for added blocks. He reports rerun variation of roughly two to four points. Training only on the hard-example file remains untried. These are the author’s experiments and noise estimate; augmented examples are not independent puzzles.", "title": "Tried fine-tuning NVARC on new synthetic ARC tasks", "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-2/discussion/748895", "visibility": "public" }, { "author": "darrenamadeusmartin", "authorName": "Darren Amadeus Martin", "bodyRead": true, "checkedAt": "2026-10-13T01:10:03.788Z", "commentCount": 6, "competition": "arc-2", "decision": "paper-lead", "id": "748419", "latestActivityAt": "2026-10-12T23:42:52+00:00", "personIds": [ "jean-francois-puget" ], "postedAt": "2026-10-11T23:44:45+00:00", "reason": "Substantive source read and original replies checked; distinguish participant claims from organizer decisions. Logged-out access confirmed.", "sourceId": "discussion-arc-2-748419", "summary": "Darren Amadeus Martin proposes a deadline extension or GPU change because of grading delays. CPMP argues that a late GPU change would be unfair to teams that spent months tuning for 4xL4. The author replies that fixing the queue is preferable if possible and describes the hardware change as a contingent proposal. No organizer approval was seen.", "title": "Petition to delay the end of competition and compute change", "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-2/discussion/748419", "visibility": "public" } ], "editorialIntake": [], "events": [ { "from": 54.31, "id": "17017585", "name": "matu997", "rankFrom": 18, "rankTo": 18, "t": "2026-10-16T22:21:04Z", "to": 54.58 }, { "from": 46.67, "id": "16153654", "name": "mtg", "rankFrom": 27, "rankTo": 19, "t": "2026-10-16T22:21:04Z", "to": 54.03 }, { "from": 33.75, "id": "15552544", "name": "Komil Parmar", "rankFrom": 75, "rankTo": 65, "t": "2026-10-16T23:51:13Z", "to": 35.42 }, { "from": 77.08, "id": "15486939", "name": "nvbanana", "rankFrom": 4, "rankTo": 4, "t": "2026-10-17T00:21:15Z", "to": 79.17 }, { "from": 25.42, "id": "16020100", "name": "Kenj #2", "rankFrom": 1839, "rankTo": 152, "t": "2026-10-17T00:21:15Z", "to": 32.5 }, { "from": null, "id": "17131169", "name": "Sirui Zeng", "rankFrom": null, "rankTo": 358, "t": 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"15486749", "name": "Ali", "rankFrom": 583, "rankTo": 155, "t": "2026-10-17T08:52:08Z", "to": 32.64 }, { "from": 30.14, "id": "17075057", "name": "Mengfei Li", "rankFrom": 1154, "rankTo": 156, "t": "2026-10-17T08:52:08Z", "to": 32.64 }, { "from": 65, "id": "15526034", "name": "ARC Raiders", "rankFrom": 11, "rankTo": 7, "t": "2026-10-17T09:52:13Z", "to": 68.33 }, { "from": 51.11, "id": "16095234", "name": "Youssef Nader", "rankFrom": 23, "rankTo": 18, "t": "2026-10-17T09:52:13Z", "to": 54.72 }, { "from": 29.03, "id": "16988268", "name": "Ray", "rankFrom": 1482, "rankTo": 241, "t": "2026-10-17T10:22:16Z", "to": 32.22 }, { "from": 39.86, "id": "16569125", "name": "復活の混テキスト", "rankFrom": 45, "rankTo": 37, "t": "2026-10-17T10:52:19Z", "to": 43.33 }, { "from": 64.17, "id": "16442485", "name": "Arcnights", "rankFrom": 12, "rankTo": 9, "t": "2026-10-17T11:22:22Z", "to": 68.06 }, { "from": 31.53, "id": "16899260", "name": "Ali Shirvani", "rankFrom": 385, "rankTo": 59, "t": "2026-10-17T11:22:22Z", "to": 36.94 }, { "from": 30.97, "id": "15921637", "name": "Mathemortician", "rankFrom": 601, "rankTo": 158, "t": "2026-10-17T11:22:22Z", "to": 32.64 }, { "from": 50.56, "id": "16942017", "name": "okiek", "rankFrom": 24, "rankTo": 24, "t": "2026-10-17T12:52:31Z", "to": 52.64 }, { "from": 38.19, "id": "17064172", "name": "Sunstone North Lab", "rankFrom": 51, "rankTo": 48, "t": "2026-10-17T14:22:40Z", "to": 39.58 }, { "from": 31.53, "id": "16047798", "name": "Ramana Prabhu Sana", "rankFrom": 376, "rankTo": 368, "t": "2026-10-17T14:52:43Z", "to": 31.81 }, { "from": 31.81, "id": "15647123", "name": "Penguin", "rankFrom": 269, "rankTo": 248, "t": "2026-10-17T15:52:50Z", "to": 32.22 }, { "from": 35.28, "id": "16540266", "name": "Daewoo Myoung", "rankFrom": 70, "rankTo": 63, "t": "2026-10-17T16:22:53Z", "to": 36.53 }, { "from": 35.83, "id": "15596748", "name": "Hira Norm", "rankFrom": 68, "rankTo": 41, "t": "2026-10-17T16:52:55Z", "to": 41.39 }, { "from": 31.39, "id": "17011119", "name": "Ishan Karnick", "rankFrom": 539, "rankTo": 171, "t": "2026-10-17T16:52:55Z", "to": 32.36 }, { "from": 30.56, "id": "17019651", "name": "gurume", "rankFrom": 926, "rankTo": 81, "t": "2026-10-17T18:23:05Z", "to": 33.61 }, { "from": 30.14, "id": "16883591", "name": "Sajad Goudarzi", "rankFrom": 1088, "rankTo": 163, "t": "2026-10-17T18:23:05Z", "to": 32.5 }, { "from": 39.44, "id": "17078907", "name": "Varstern 6037", "rankFrom": 50, "rankTo": 40, "t": "2026-10-17T18:53:07Z", "to": 42.36 }, { "from": null, "id": "17138312", "name": "VUMANIAcom", "rankFrom": null, "rankTo": 372, "t": "2026-10-17T18:53:07Z", "to": 31.81 }, { "from": 29.72, "id": "17030211", "name": "bt08tjmj", "rankFrom": 1310, "rankTo": 372, "t": "2026-10-17T19:23:11Z", "to": 31.81 }, { "from": 29.44, "id": "15627202", "name": "Syed Saad Hasan Emad", "rankFrom": 1353, "rankTo": 374, "t": "2026-10-17T19:23:11Z", "to": 31.81 }, { "from": null, "id": "17139246", "name": "Adam #2", "rankFrom": null, "rankTo": 375, "t": "2026-10-17T19:53:14Z", "to": 31.81 }, { "from": 38.61, "id": "15487968", "name": "Jack Cole", "rankFrom": 52, "rankTo": 51, "t": "2026-10-17T20:53:21Z", "to": 39.31 }, { "from": null, "id": "17059100", "name": "monsaraida", "rankFrom": null, "rankTo": 69, "t": "2026-10-17T20:53:21Z", "to": 35.56 }, { "from": 29.72, "id": "17129793", "name": "parkera", "rankFrom": 1347, "rankTo": 395, "t": "2026-10-17T20:53:21Z", "to": 31.53 } ], "intakeReview": [ { "disposition": "covered", "id": "wire-2026-10-17-0602-arc-2-kajetan-schweighofer-enters-gold", "reason": "Develops the earlier cutoff rise and the closing reversal when the public band widens to sixteen places." }, { "disposition": "covered", "id": "wire-2026-10-17-0602-arc-2-youssef-nader-surges-to-eighteenth", "reason": "Uses the edition’s verified 3.61 net gain and current gold deficit; does not repeat the wire’s longer-window 29.44 gain as today’s net." }, { "disposition": "not-selected", "id": "wire-2026-10-17-0803-arc-2-dolphy-aggarwal-debuts-forty-seventh", "reason": "No subsequent score development selected; an unfamiliar appearance in the saved window does not establish a competition debut." }, { "disposition": "covered", "id": "wire-2026-10-17-0956-arc-2-varstern-6037-climbs-to-forty-eighth", "reason": "Pairs the morning score with the later second step and closing fortieth place." }, { "disposition": "covered", "id": "wire-2026-10-17-1205-arc-2-mtg-climbs-to-twentieth", "reason": "Keeps current twentieth and dates the score step to overnight rather than treating the later wire filing as a fresh improvement." }, { "disposition": "covered", "id": "wire-2026-10-17-1401-arc-2-ali-shirvani-jumps-to-sixtieth", "reason": "Confirms the closing rank and recorded score step without inventing a complete daily baseline." }, { "disposition": "covered", "id": "wire-2026-10-17-1401-arc-2-hira-norm-advances-to-forty-first", "reason": "Updates earlier 41st to closing 42nd and uses the edition’s own 21-place net climb." }, { "disposition": "covered", "id": "wire-2026-10-17-1604-arc-2-varstern-6037-advances-to-fortieth", "reason": "Separates the later 2.92-point step from the combined 11.80 reported by the rolling wire." }, { "disposition": "covered", "id": "wire-2026-10-17-1758-arc-2-hack2publish-climbs-into-top-hundred", "reason": "Reports verified 47-place net climb to 75th and its place in the broader top-hundred race." } ], "latestAt": "2026-10-17T21:53:28Z", "observations": { "15486728": { "members": [ "mithilavakde" ], "name": "Mithil A Vakde", "observedAt": "2026-10-17T21:53:28Z" }, "15486939": { "members": [ "cpmpml", "darraghdog" ], "name": "nvbanana", "observedAt": "2026-10-17T21:53:28Z" }, "15487968": { "members": [ "jcole75" ], "name": "Jack Cole", "observedAt": "2026-10-17T21:53:28Z" }, "15501171": { "members": [ "threerabbits" ], "name": "Yi-Chia Chen", "observedAt": "2026-10-17T21:53:28Z" }, "15507730": { "members": [ "insanitycheck" ], "name": "Jan Disselhoff", "observedAt": "2026-10-17T21:53:28Z" }, "15526034": { "members": [ "dzjiann", "keithtyser", "mitubant", "ngyzly" ], "name": "ARC Raiders", "observedAt": "2026-10-17T21:53:28Z" }, "15596748": { "members": [ "hiranorm" ], "name": "Hira Norm", "observedAt": "2026-10-17T21:53:28Z" }, "15647123": { "members": [ "penguin069" ], "name": "Penguin", "observedAt": "2026-10-17T21:53:28Z" }, "15789060": { "members": [ "cookizesong", "xiezejian", "yuhuake240506" ], "name": "rabbithole", "observedAt": "2026-10-17T21:53:28Z" }, "16095234": { "members": [ "gamingconceited" ], "name": "Youssef Nader", "observedAt": "2026-10-17T21:53:28Z" }, "16260837": { "members": [ "esfersami50", "foysalemonshanto", "hosen42", "raihanrt", "tarekrahman82" ], "name": "Hack2Publish", "observedAt": "2026-10-17T21:53:28Z" }, "16373916": { "members": [ "majkel1337" ], "name": "Majkel1337", "observedAt": "2026-10-17T21:53:28Z" }, "16442485": { "members": [ "hongori", "quarkliu" ], "name": "Arcnights", "observedAt": "2026-10-17T21:53:28Z" }, "16461211": { "members": [ "dawkopi" ], "name": "Dawid Kopiczko", "observedAt": "2026-10-17T21:53:28Z" }, "16540266": { "members": [ "ttagu99" ], "name": "Daewoo Myoung", "observedAt": "2026-10-17T21:53:28Z" }, "16569125": { "members": [ "isakatsuyoshi", "konbu17", "pompom555", "refv00", "tanakaai24" ], "name": "復活の混テキスト", "observedAt": "2026-10-17T21:53:28Z" }, "16671221": { "members": [ "albertruehlman" ], "name": "ALbert RUehlman", "observedAt": "2026-10-17T21:53:28Z" }, "16756524": { "members": [ "driessmit1", "jeroencottaar", "pressman1", "stefano1283" ], "name": "Tufa Labs", "observedAt": "2026-10-17T21:53:28Z" }, "16768245": { "members": [ "deepdreamer" ], "name": "_hans", "observedAt": "2026-10-17T21:53:28Z" }, "16942017": { "members": [ "notnitsuj" ], "name": "okiek", "observedAt": "2026-10-17T21:53:28Z" }, "17023174": { "members": [ "markbarney", "scizical", "sonphamorg" ], "name": "Mark Barney", "observedAt": "2026-10-17T21:53:28Z" }, "17064172": { "members": [ "burtonlancaster" ], "name": "Sunstone North Lab", "observedAt": "2026-10-17T21:53:28Z" } }, "people": [ { "id": "yi-chia-chen", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "threerabbits", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15501171", "teamName": "Yi-Chia Chen" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "threerabbits", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15499660", "teamName": "Yi-Chia Chen" } ], "name": "Yi-Chia Chen", "sources": [ { "sourceId": "person-yi-chia-chen-identity-0", "text": "Verified kaggle account: threerabbits" }, { "sourceId": "person-yi-chia-chen-fact-0", "text": "Yi-Chia Chen’s Kaggle profile lists her as a Competitions Master and a double-degree student at National Taiwan University and Waseda University." }, { "sourceId": "person-yi-chia-chen-fact-1", "text": "Yi-Chia Chen authored a Kaggle write-up for a third-place solution in Eedi — Mining Misconceptions in Mathematics." }, { "sourceId": "person-yi-chia-chen-fact-2", "text": "Yi-Chia Chen’s public Kaggle account is threerabbits. The profile lists she/her pronouns and displays an avatar of two rabbits." }, { "sourceId": "person-yi-chia-chen-roster-0", "text": "threerabbits observed in Yi-Chia Chen (arc-prize-2026-arc-agi-2, team 15501171) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z." }, { "sourceId": "person-yi-chia-chen-roster-1", "text": "threerabbits observed in Yi-Chia Chen (arc-prize-2026-arc-agi-3, team 15499660) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z." } ], "teamIds": [ "15501171" ] }, { "id": "jean-francois-puget", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "cpmpml", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15486939", "teamName": "nvbanana" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "cpmpml", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15770880", "teamName": "NVARC3" } ], "name": "Jean-François Puget (CPMP)", "sources": [ { "sourceId": "person-jean-francois-puget-identity-0", "text": "Verified kaggle account: cpmpml" }, { "sourceId": "person-jean-francois-puget-identity-1", "text": "Verified x account: JFPuget" }, { "sourceId": "person-jean-francois-puget-fact-0", "text": "Jean-François Puget’s public GitHub profile identifies him as CPMP and links directly to the Kaggle account cpmpml." }, { "sourceId": "person-jean-francois-puget-fact-1", "text": "NVIDIA’s author biography describes Jean-Francois Puget as a director and individual contributor whose team advances agentic AI and showcases NVIDIA tools and expertise in Kaggle competitions." }, { "sourceId": "person-jean-francois-puget-archive-0", "text": "ARC Prize 2025 champion · NVARC" }, { "sourceId": "person-jean-francois-puget-archive-1", "text": "ARC Prize 2024 paper award runner-up · A 2D nGPT Model for ARC Prize" }, { "sourceId": "person-jean-francois-puget-roster-0", "text": "cpmpml observed in nvbanana (arc-prize-2026-arc-agi-2, team 15486939) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z." }, { "sourceId": "person-jean-francois-puget-roster-1", "text": "cpmpml observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z." } ], "teamIds": [ "15486939" ] }, { "id": "jack-cole", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "jcole75", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15487968", "teamName": "Jack Cole" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-13T17:12:19Z", "memberHandle": "jcole75", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15490570", "teamName": "Abstraction Lab & MindsAI" } ], "name": "Jack Cole", "sources": [ { "sourceId": "person-jack-cole-identity-0", "text": "Verified kaggle account: jcole75" }, { "sourceId": "person-jack-cole-identity-1", "text": "Verified x account: MindsAI_Jack" }, { "sourceId": "person-jack-cole-fact-0", "text": "ARC Prize credits Jack Cole as adviser and reviewer for StochasticGoose @ Tufa Labs, the first-place agent in the 2025 ARC-AGI-3 Preview competition, whose lead developer was Dries Smit." }, { "sourceId": "person-jack-cole-fact-1", "text": "ARC Prize’s 2025 results list “Don’t throw the baby out with the bathwater: How and why deep learning for ARC” by J. Cole and M. Osman among the paper award honorable mentions." }, { "sourceId": "person-jack-cole-archive-0", "text": "ARC Prize 2025 third place · MindsAI & Tufa Labs" }, { "sourceId": "person-jack-cole-archive-1", "text": "ARC Prize 2024 · MindsAI top score, not prize-eligible" }, { "sourceId": "person-jack-cole-roster-0", "text": "jcole75 observed in Jack Cole (arc-prize-2026-arc-agi-2, team 15487968) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z." }, { "sourceId": "person-jack-cole-roster-1", "text": "jcole75 observed in Abstraction Lab & MindsAI (arc-prize-2026-arc-agi-3, team 15490570) between 2026-10-09T18:53:27Z and 2026-10-13T17:12:19Z." } ], "teamIds": [ "15487968" ] }, { "id": "mithil-a-vakde", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "mithilavakde", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15486728", "teamName": "Mithil A Vakde" } ], "name": "Mithil A Vakde", "sources": [ { "sourceId": "person-mithil-a-vakde-identity-0", "text": "Verified kaggle account: mithilavakde" }, { "sourceId": "person-mithil-a-vakde-fact-0", "text": "The Kaggle account mithilavakde publishes a model called mdlARC under the displayed name Mithil A Vakde." }, { "sourceId": "person-mithil-a-vakde-roster-0", "text": "mithilavakde observed in Mithil A Vakde (arc-prize-2026-arc-agi-2, team 15486728) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z." } ], "teamIds": [ "15486728" ] }, { "id": "keith-tyser", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "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" } ], "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 2026-10-17T09:52:13Z." }, { "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." } ], "teamIds": [ "15526034" ] }, { "id": "dries-smit", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "driessmit1", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "16756524", "teamName": "Tufa Labs" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "driessmit1", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15486995", "teamName": "Tufa Labs" } ], "name": "Dries Smit", "sources": [ { "sourceId": "person-dries-smit-identity-0", "text": "Verified kaggle account: driessmit1" }, { "sourceId": "person-dries-smit-fact-0", "text": "Tufa Labs lists Dries Smit as an AI researcher working on reinforcement learning, multi-agent systems and large language models." }, { "sourceId": "person-dries-smit-fact-1", "text": "ARC Prize lists Dries Smit as lead developer of StochasticGoose @ Tufa Labs, which won the 2025 ARC-AGI-3 Preview competition." }, { "sourceId": "person-dries-smit-archive-0", "text": "ARC-AGI-3 Preview 2025 winner · StochasticGoose @ Tufa Labs" }, { "sourceId": "person-dries-smit-archive-1", "text": "ARC Prize 2025 third place · MindsAI & Tufa Labs" }, { "sourceId": "person-dries-smit-roster-0", "text": "driessmit1 observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z." }, { "sourceId": "person-dries-smit-roster-1", "text": "driessmit1 observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z." } ], "teamIds": [ "16756524" ] }, { "id": "jeroen-cottaar", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "jeroencottaar", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "16756524", "teamName": "Tufa Labs" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "jeroencottaar", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15486995", "teamName": "Tufa Labs" } ], "name": "Jeroen Cottaar", "sources": [ { "sourceId": "person-jeroen-cottaar-identity-0", "text": "Verified kaggle account: jeroencottaar" }, { "sourceId": "person-jeroen-cottaar-fact-0", "text": "Tufa Labs lists Jeroen Cottaar as an AI researcher, with research interests including Bayesian inference and program synthesis." }, { "sourceId": "person-jeroen-cottaar-roster-0", "text": "jeroencottaar observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z." }, { "sourceId": "person-jeroen-cottaar-roster-1", "text": "jeroencottaar observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z." } ], "teamIds": [ "16756524" ] }, { "id": "jan-disselhoff", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "insanitycheck", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15507730", "teamName": "Jan Disselhoff" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "insanitycheck", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15501006", "teamName": "Jan Disselhoff" } ], "name": "Jan Disselhoff", "sources": [ { "sourceId": "person-jan-disselhoff-identity-0", "text": "Verified kaggle account: insanitycheck" }, { "sourceId": "person-jan-disselhoff-fact-0", "text": "The ARChitects’ own 2025 solution write-up credits Jan Disselhoff under the Kaggle handle insanitycheck, alongside David Hartmann (dvhrtm) and Daniel Franzen (dfranzen)." }, { "sourceId": "person-jan-disselhoff-fact-1", "text": "The team’s 2025 technical report lists Jan Disselhoff at Johannes Gutenberg University Mainz." }, { "sourceId": "person-jan-disselhoff-archive-0", "text": "ARC Prize 2025 runner-up · the ARChitects" }, { "sourceId": "person-jan-disselhoff-archive-1", "text": "ARC Prize 2024 champion · the ARChitects" }, { "sourceId": "person-jan-disselhoff-roster-0", "text": "insanitycheck observed in Jan Disselhoff (arc-prize-2026-arc-agi-2, team 15507730) between 2026-10-09T18:53:30Z and 2026-10-17T09:52:13Z." }, { "sourceId": "person-jan-disselhoff-roster-1", "text": "insanitycheck observed in Jan Disselhoff (arc-prize-2026-arc-agi-3, team 15501006) between 2026-10-09T18:53:27Z and 2026-10-17T09:52:12Z." } ], "teamIds": [ "15507730" ] }, { "id": "mike-knoop", "memberships": [], "name": "Mike Knoop", "sources": [ { "sourceId": "person-mike-knoop-identity-0", "text": "Verified x account: mikeknoop" }, { "sourceId": "person-mike-knoop-fact-0", "text": "ARC Prize’s official profile identifies Mike Knoop as a co-founder." }, { "sourceId": "person-mike-knoop-archive-0", "text": "ARC Prize co-founder" } ], "teamIds": [] }, { "id": "isaiahp", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T22:23:52Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "pressman1", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15486995", "teamName": "Tufa Labs" }, { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T22:23:53Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "pressman1", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "16756524", "teamName": "Tufa Labs" } ], "name": "Isaiah Pressman", "sources": [ { "sourceId": "person-isaiahp-identity-0", "text": "Verified kaggle account: pressman1" }, { "sourceId": "person-isaiahp-fact-0", "text": "ARC Prize’s 2025 results list MindsAI third; the final Kaggle leaderboard lists pressman1 (displayed as IsaiahP) on that MindsAI & Tufa Labs team with jcole75, driessmit1, moeosman and michaelhodel." }, { "sourceId": "person-isaiahp-fact-1", "text": "IsaiahP’s pressman1 Kaggle profile links directly to GitHub IsaiahPressman and LinkedIn isaiah-pressman-b4b431221, confirming the full name Isaiah Pressman." }, { "sourceId": "person-isaiahp-fact-2", "text": "Tufa describes Isaiah Pressman as a research engineer focused on self-play reinforcement learning and large-scale deep learning training." }, { "sourceId": "person-isaiahp-fact-3", "text": "In his July 18, 2026 Tufa write-up, Isaiah Pressman reports first place in Kaggle’s Orbit Wars competition using self-play reinforcement learning." }, { "sourceId": "person-isaiahp-archive-0", "text": "ARC Prize 2025 third place · MindsAI & Tufa Labs" }, { "sourceId": "person-isaiahp-roster-0", "text": "pressman1 observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-09T22:23:52Z and 2026-10-17T09:52:12Z." }, { "sourceId": "person-isaiahp-roster-1", "text": "pressman1 observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-09T22:23:53Z and 2026-10-17T09:52:13Z." } ], "teamIds": [ "16756524" ] }, { "id": "mark-barney", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-11T20:02:55Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "markbarney", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "17023174", "teamName": "Mark Barney" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-11T20:02:53Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "markbarney", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15605182", "teamName": "Son & Mark & Ronen" } ], "name": "Mark Barney", "sources": [ { "sourceId": "person-mark-barney-identity-0", "text": "Verified kaggle account: markbarney" }, { "sourceId": "person-mark-barney-roster-0", "text": "markbarney observed in Mark Barney (arc-prize-2026-arc-agi-2, team 17023174) between 2026-10-11T20:02:55Z and 2026-10-17T09:52:13Z." }, { "sourceId": "person-mark-barney-roster-1", "text": "markbarney observed in Son & Mark & Ronen (arc-prize-2026-arc-agi-3, team 15605182) between 2026-10-11T20:02:53Z and 2026-10-17T09:52:12Z." } ], "teamIds": [ "17023174" ] }, { "id": "son-pham", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-11T20:02:55Z", "lastObservedAt": "2026-10-12T15:34:53Z", "memberHandle": "sonphamorg", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15605185", "teamName": "Son Pham" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-11T20:02:53Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "sonphamorg", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15605182", "teamName": "Son & Mark & Ronen" }, { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-12T21:36:52Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "sonphamorg", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "17023174", "teamName": "Mark Barney" } ], "name": "Son Pham", "sources": [ { "sourceId": "person-son-pham-identity-0", "text": "Verified kaggle account: sonphamorg" }, { "sourceId": "person-son-pham-roster-0", "text": "sonphamorg observed in Son Pham (arc-prize-2026-arc-agi-2, team 15605185) between 2026-10-11T20:02:55Z and 2026-10-12T15:34:53Z." }, { "sourceId": "person-son-pham-roster-1", "text": "sonphamorg observed in Son & Mark & Ronen (arc-prize-2026-arc-agi-3, team 15605182) between 2026-10-11T20:02:53Z and 2026-10-17T09:52:12Z." }, { "sourceId": "person-son-pham-roster-2", "text": "sonphamorg observed in Mark Barney (arc-prize-2026-arc-agi-2, team 17023174) between 2026-10-12T21:36:52Z and 2026-10-17T09:52:13Z." } ], "teamIds": [ "17023174" ] }, { "id": "darragh-hanley", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-13T17:12:19Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "darraghdog", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15770880", "teamName": "NVARC3" }, { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-13T17:12:23Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "darraghdog", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15486939", "teamName": "nvbanana" } ], "name": "Darragh Hanley", "sources": [ { "sourceId": "person-darragh-hanley-identity-0", "text": "Verified kaggle account: darraghdog" }, { "sourceId": "person-darragh-hanley-identity-1", "text": "Verified x account: gonedarragh" }, { "sourceId": "person-darragh-hanley-fact-0", "text": "Darragh’s Kaggle profile links to his GitHub profile, which displays the full name Darragh Hanley." }, { "sourceId": "person-darragh-hanley-fact-1", "text": "NVIDIA describes Darragh Hanley as a senior LLM technologist working on autonomous reasoning and multi-agent collaboration, and a Kaggle Grandmaster with a peak worldwide rank of fourth." }, { "sourceId": "person-darragh-hanley-roster-0", "text": "darraghdog observed in NVARC3 (arc-prize-2026-arc-agi-3, team 15770880) between 2026-10-13T17:12:19Z and 2026-10-17T09:52:12Z." }, { "sourceId": "person-darragh-hanley-roster-1", "text": "darraghdog observed in nvbanana (arc-prize-2026-arc-agi-2, team 15486939) between 2026-10-13T17:12:23Z and 2026-10-17T09:52:13Z." } ], "teamIds": [ "15486939" ] }, { "id": "stefano-viel", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-13T17:12:19Z", "lastObservedAt": "2026-10-17T09:52:12Z", "memberHandle": "stefano1283", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "15486995", "teamName": "Tufa Labs" }, { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-13T17:12:23Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "stefano1283", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "16756524", "teamName": "Tufa Labs" } ], "name": "Stefano Viel", "sources": [ { "sourceId": "person-stefano-viel-identity-0", "text": "Verified kaggle account: stefano1283" }, { "sourceId": "person-stefano-viel-identity-1", "text": "Verified x account: Stefan0Vl" }, { "sourceId": "person-stefano-viel-fact-0", "text": "Stefano Viel’s Kaggle profile lists him as a research scientist at Tufa Labs and links to his GitHub, LinkedIn and X accounts." }, { "sourceId": "person-stefano-viel-fact-1", "text": "Tufa’s biography says Stefano Viel earned a master’s in data science at EPFL; his stated research interests include reinforcement learning, environment design and synthetic data." }, { "sourceId": "person-stefano-viel-roster-0", "text": "stefano1283 observed in Tufa Labs (arc-prize-2026-arc-agi-3, team 15486995) between 2026-10-13T17:12:19Z and 2026-10-17T09:52:12Z." }, { "sourceId": "person-stefano-viel-roster-1", "text": "stefano1283 observed in Tufa Labs (arc-prize-2026-arc-agi-2, team 16756524) between 2026-10-13T17:12:23Z and 2026-10-17T09:52:13Z." } ], "teamIds": [ "16756524" ] }, { "id": "itsu", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-14T09:44:10Z", "lastObservedAt": "2026-10-16T21:51:01Z", "memberHandle": "nisshokuitsuki", "season": "2026", "sourceTitle": "Public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "16297545", "teamName": "Muggle" } ], "name": "イツ (Itsu)", "sources": [ { "sourceId": "person-itsu-identity-0", "text": "Verified kaggle account: nisshokuitsuki" }, { "sourceId": "person-itsu-identity-1", "text": "Verified x account: iiiiitsu_ne" }, { "sourceId": "person-itsu-roster-0", "text": "nisshokuitsuki observed in Muggle (arc-prize-2026-arc-agi-2, team 16297545) between 2026-10-14T09:44:10Z and 2026-10-16T21:51:01Z." } ], "teamIds": [] }, { "id": "dawid-kopiczko", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-14T09:44:09Z", "lastObservedAt": "2026-10-14T09:44:09Z", "memberHandle": "dawkopi", "season": "2026", "sourceTitle": "Public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "16439788", "teamName": "Dawid Kopiczko" }, { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-14T09:44:10Z", "lastObservedAt": "2026-10-17T09:52:13Z", "memberHandle": "dawkopi", "season": "2026", "sourceTitle": "Public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "16461211", "teamName": "Dawid Kopiczko" } ], "name": "Dawid Kopiczko", "sources": [ { "sourceId": "person-dawid-kopiczko-identity-0", "text": "Verified kaggle account: dawkopi" }, { "sourceId": "person-dawid-kopiczko-identity-1", "text": "Verified x account: dawkopi" }, { "sourceId": "person-dawid-kopiczko-roster-0", "text": "dawkopi observed in Dawid Kopiczko (arc-prize-2026-arc-agi-3, team 16439788) between 2026-10-14T09:44:09Z and 2026-10-14T09:44:09Z." }, { "sourceId": "person-dawid-kopiczko-roster-1", "text": "dawkopi observed in Dawid Kopiczko (arc-prize-2026-arc-agi-2, team 16461211) between 2026-10-14T09:44:10Z and 2026-10-17T09:52:13Z." } ], "teamIds": [ "16461211" ] }, { "id": "geremie-yeo", "memberships": [], "name": "Geremie Yeo", "sources": [ { "sourceId": "person-geremie-yeo-identity-0", "text": "Verified kaggle account: yeoyunsianggeremie" }, { "sourceId": "person-geremie-yeo-identity-1", "text": "Verified x account: bogoconic1" } ], "teamIds": [] } ], "scoreHistory": { "15486728": [ [ "2026-10-08T02:12:40Z", 33.89, 25 ], [ "2026-10-08T02:42:42Z", 33.89, 26 ], [ "2026-10-08T19:50:39Z", 33.89, 27 ], [ 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"research", "checkedAt": "2026-10-16T18:22:03.965499Z", "competitions": [ "arc-2", "arc-3" ], "id": "2110768289861317026", "identitySourceUrl": "https://arcprize.org", "importance": 3, "personIds": [], "postedAt": "2026-10-15T16:22:31Z", "sourceId": "social-2110768289861317026", "storyUrl": "https://arcprize.org/results/google-gemini-4-argon", "summary": "ARC Prize places Argon behind Astra’s 99.9% ARC-AGI-3 result. It reports 62% fewer actions than the human baseline on the 25 public games, matching or beating three speedrun records and coming within 10% on six others.", "threadId": "2110768288523251762", "url": "https://x.com/arcprize/status/2110768289861317026", "visibility": "public", "whyItMatters": "Keep the public-demo action comparison separate from the semi-private Verified score." }, { "author": "arcprize", "authorName": "ARC Prize", "category": "research", "checkedAt": "2026-10-16T18:22:03.965499Z", "competitions": [ "arc-2", "arc-3" ], "id": "2110768292101042240", "identitySourceUrl": "https://arcprize.org", "importance": 3, "personIds": [], "postedAt": "2026-10-15T16:22:31Z", "sourceId": "social-2110768292101042240", "storyUrl": "https://arcprize.org/results/google-gemini-4-argon", "summary": "ARC Prize says API issues prevented complete standard-harness testing: low reasoning completed 42/55 games for 49.8%; medium completed 46/55 for 46.3%; high completed 19/55 and no score was published. Reported scores retain partial credit across all 55 games. Provider adapter preserves opaque reasoning and permits automatic compaction; standard harness carries notes between turns. Costs use introductory $2 input/$10 output per million tokens.", "threadId": "2110768288523251762", "url": "https://x.com/arcprize/status/2110768292101042240", "visibility": "public", "whyItMatters": "Material limit on harness comparisons. Do not present incomplete standard-harness runs as a clean capability ceiling." }, { "author": "arcprize", "authorName": "ARC Prize", "category": "research", "checkedAt": "2026-10-16T18:22:03.965499Z", "competitions": [ "arc-2", "arc-3" ], "id": "2110768288523251762", "identitySourceUrl": "https://arcprize.org", "importance": 3, "personIds": [], "postedAt": "2026-10-15T16:22:30Z", "sourceId": "social-2110768288523251762", "storyUrl": "https://arcprize.org/results/google-gemini-4-argon", "summary": "ARC Prize announces Gemini 4 Argon Verified results: ARC-AGI-3 97.5% at $4.8K with the provider adapter and 49.8% at $5.8K with the standard harness; ARC-AGI-2 91.3% at $0.32/task and ARC-AGI-1 98.5% at $0.16/task. It calls Google DeepMind the second frontier lab above 95% on ARC-AGI-3.", "threadId": "2110768288523251762", "url": "https://x.com/arcprize/status/2110768288523251762", "visibility": "public", "whyItMatters": "Consequential organizer result. Separate from Kaggle standings. Standard-harness API incompletion is essential context; primary results introduction says 91.2% on v2 while its table and announcement say 91.3%." }, { "author": "bogoconic1", "authorName": "Geremie Yeo", "category": "community", "checkedAt": "2026-10-17T22:06:11.938664+00:00", "competitions": [ "arc-2", "arc-3" ], "id": "2111352743181136264", "identitySourceUrl": "https://www.kaggle.com/yeoyunsianggeremie", "importance": 2, "personIds": [ "geremie-yeo" ], "postedAt": "2026-10-17T07:04:55Z", "sourceId": "social-2111352743181136264", "storyUrl": null, "summary": "Geremie Yeo complains about Kaggle inference queues and competition demand for four L4 GPUs. His post mentions both ARC contests and Gemma 4 Developer Agent.", "threadId": null, "url": "https://x.com/bogoconic1/status/2111352743181136264", "visibility": "public", "whyItMatters": "A dated participant reaction to compute contention; his explanation and cloud-price claim are not independently established capacity measurements." }, { "author": "iiiiitsu_ne", "authorName": "イツ", "category": "standings", "checkedAt": "2026-10-16T18:22:03.965499Z", "competitions": [ "arc-2" ], "id": "2111030664149807327", "identitySourceUrl": "https://www.kaggle.com/nisshokuitsuki", "importance": 2, "personIds": [ "itsu" ], "postedAt": "2026-10-16T09:45:06Z", "sourceId": "social-2111030664149807327", "storyUrl": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-2", "summary": "Itsu announces a move to rank 14 in ARC-AGI-2, with a joke comparing the climb to the electricity bill. The original post links the ARC-AGI-2 competition. Chrome subsequently showed Muggle at rank 14 with nisshokuitsuki as its listed account; the collector snapshot at 09:49:46 UTC maps that account to team 16297545.", "threadId": null, "url": "https://x.com/iiiiitsu_ne/status/2111030664149807327", "visibility": "public", "whyItMatters": "Fresh contender statement for the Early edition: rank 14 is within the observed provisional public gold band. Do not imply the score was achieved at the post time or a final medal has been won." }, { "author": "mikeknoop", "authorName": "Mike Knoop", "category": "research", "checkedAt": "2026-10-15T18:24:37.044800Z", "competitions": [ "arc-2", "arc-3" ], "id": "2110779223527080374", "identitySourceUrl": "https://x.com/arcprize", "importance": 2, "personIds": [ "mike-knoop" ], "postedAt": "2026-10-15T17:05:57Z", "sourceId": "social-2110779223527080374", "storyUrl": null, "summary": "Knoop argues experiment ideation is the current bottleneck in recursive self-improvement. He claims coding and execution are largely automated, distinguishes reproducing known results from asking novel questions, and says domain-specific improvement recipes still need human-AI collaboration to spread across domains without further generalization breakthroughs.", "threadId": null, "url": "https://x.com/mikeknoop/status/2110779223527080374", "visibility": "public", "whyItMatters": "Useful organizer perspective on open-ended evaluation and ARC-AGI. His automation percentages and 12-month scenario are attributed claims, not independently verified results." } ], "sourceSha256": "b7217d0ab0de90472adccfac89e0d40caed30ebaa1dc2edfed3b3b63112985d0", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "wireIntake": { "dispatches": [], "limitations": [], "previousEditionId": "2026-10-17-morning-arc-2", "since": "2026-10-17T10:00:00Z", "through": "2026-10-17T22:00:00Z", "wireStories": [ { "competition": "arc-2", "dataAsOf": "2026-10-17T09:52:13Z", "generatedBy": "gpt-6-luna", "headline": "Kajetan Schweighofer takes 15th as ARC-2 gold line rises", "id": "2026-10-17-0602-arc-2-kajetan-schweighofer-enters-gold", "personIds": [], "publishedAt": "2026-10-17T10:02:50Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "Kajetan Schweighofer moved into the 15 gold places, rising from 17th to 15th at 58.06 (+3.62). ARCward Intelligence fell from 15th to 16th at 57.08, unchanged." }, { "sourceIds": [ "board-arc-2" ], "text": "The cutoff rose 0.98 in the past day to 58.06, leaving ARCward Intelligence 0.98 short of the last gold place." } ], "since": "2026-10-16T09:49:46Z", "sourceId": "wire-2026-10-17-0602-arc-2-kajetan-schweighofer-enters-gold", "sources": [ { "accessedAt": "2026-10-17T10:02:24Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "16761662", "16797706" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T09:52:13Z", "generatedBy": "gpt-6-luna", "headline": "Youssef Nader surges to 18th on ARC-2", "id": "2026-10-17-0602-arc-2-youssef-nader-surges-to-eighteenth", "personIds": [], "publishedAt": "2026-10-17T10:02:50Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "Youssef Nader gained 29.44 to 54.72, vaulting from 1,830th to 18th." } ], "since": "2026-10-16T09:49:46Z", "sourceId": "wire-2026-10-17-0602-arc-2-youssef-nader-surges-to-eighteenth", "sources": [ { "accessedAt": "2026-10-17T10:02:24Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "16095234" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T11:52:25Z", "generatedBy": "gpt-6-luna", "headline": "Dolphy Aggarwal debuts at 47th on ARC-2", "id": "2026-10-17-0803-arc-2-dolphy-aggarwal-debuts-forty-seventh", "personIds": [], "publishedAt": "2026-10-17T12:03:54Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "New to the ARC-AGI-2 public board, Dolphy Aggarwal entered at 47th with 39.72." } ], "since": "2026-10-16T11:49:59Z", "sourceId": "wire-2026-10-17-0803-arc-2-dolphy-aggarwal-debuts-forty-seventh", "sources": [ { "accessedAt": "2026-10-17T12:03:25Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "17084199" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T13:52:37Z", "generatedBy": "gpt-6-luna", "headline": "Varstern 6037 jumps to 48th on ARC-2", "id": "2026-10-17-0956-arc-2-varstern-6037-climbs-to-forty-eighth", "personIds": [], "publishedAt": "2026-10-17T13:56:12Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "Varstern 6037 gained 8.88 points to reach 39.44, moving from 932nd to 48th on the ARC-AGI-2 public board." }, { "sourceIds": [ "board-arc-2" ], "text": "The climb puts the team inside the top 100, while the 15th-place gold cutoff stands at 58.06." } ], "since": "2026-10-16T13:50:11Z", "sourceId": "wire-2026-10-17-0956-arc-2-varstern-6037-climbs-to-forty-eighth", "sources": [ { "accessedAt": "2026-10-17T13:55:54Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "17078907" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T15:52:50Z", "generatedBy": "gpt-6-luna", "headline": "mtg climbs to 20th on ARC-2", "id": "2026-10-17-1205-arc-2-mtg-climbs-to-twentieth", "personIds": [], "publishedAt": "2026-10-17T16:05:42Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "mtg gained 7.36 to reach 54.03, moving from 26th to 20th on the ARC-AGI-2 public board. The move puts the team closer to the 15 gold places." } ], "since": "2026-10-16T15:50:24Z", "sourceId": "wire-2026-10-17-1205-arc-2-mtg-climbs-to-twentieth", "sources": [ { "accessedAt": "2026-10-17T16:04:59Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "16153654" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T17:53:01Z", "generatedBy": "gpt-6-luna", "headline": "Ali Shirvani jumps from 385th to 60th on ARC-2", "id": "2026-10-17-1401-arc-2-ali-shirvani-jumps-to-sixtieth", "personIds": [], "publishedAt": "2026-10-17T18:01:27Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "Ali Shirvani gained 5.41 points to reach 36.94, moving from 385th to 60th on the ARC-AGI-2 public board." }, { "sourceIds": [ "board-arc-2" ], "text": "The climb carries Shirvani into the top 100; the board’s 15th-place gold cutoff stands at 58.06." } ], "since": "2026-10-16T17:50:36Z", "sourceId": "wire-2026-10-17-1401-arc-2-ali-shirvani-jumps-to-sixtieth", "sources": [ { "accessedAt": "2026-10-17T18:00:55Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "16899260" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T17:53:01Z", "generatedBy": "gpt-6-luna", "headline": "Hira Norm adds 5.56 points to reach 41st on ARC-2", "id": "2026-10-17-1401-arc-2-hira-norm-advances-to-forty-first", "personIds": [], "publishedAt": "2026-10-17T18:01:27Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "Hira Norm gained 5.56 points to reach 41.39, moving from 63rd to 41st on the ARC-AGI-2 public board." }, { "sourceIds": [ "board-arc-2" ], "text": "The rise extends Norm’s move into the top 100 reported yesterday. The gold cutoff is 58.06 at 15th." } ], "since": "2026-10-16T17:50:36Z", "sourceId": "wire-2026-10-17-1401-arc-2-hira-norm-advances-to-forty-first", "sources": [ { "accessedAt": "2026-10-17T18:00:55Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "15596748" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T19:53:14Z", "generatedBy": "gpt-6-luna", "headline": "Varstern 6037 advances to 40th on ARC-2", "id": "2026-10-17-1604-arc-2-varstern-6037-advances-to-fortieth", "personIds": [], "publishedAt": "2026-10-17T20:04:51Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "Varstern 6037 gained 11.80 to reach 42.36, moving from 932nd to 40th on the ARC-AGI-2 public board." }, { "sourceIds": [ "board-arc-2" ], "text": "The move extends the team's rise after its earlier jump into the top 100; the ARC-2 gold cutoff is 58.06 at 15th." } ], "since": "2026-10-16T19:50:49Z", "sourceId": "wire-2026-10-17-1604-arc-2-varstern-6037-advances-to-fortieth", "sources": [ { "accessedAt": "2026-10-17T20:04:25Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "17078907" ] }, { "competition": "arc-2", "dataAsOf": "2026-10-17T21:53:28Z", "generatedBy": "gpt-6-luna", "headline": "Hack2Publish climbs into ARC-2 top 100", "id": "2026-10-17-1758-arc-2-hack2publish-climbs-into-top-hundred", "personIds": [], "publishedAt": "2026-10-17T21:58:37Z", "sections": [ { "sourceIds": [ "board-arc-2" ], "text": "Hack2Publish climbed 47 places, from 122nd to 75th, at 34.58 (+1.94) in the past day." }, { "sourceIds": [ "board-arc-2" ], "text": "The move puts the team inside the top 100 on a board of 3,001 teams." } ], "since": "2026-10-16T21:51:01Z", "sourceId": "wire-2026-10-17-1758-arc-2-hack2publish-climbs-into-top-hundred", "sources": [ { "accessedAt": "2026-10-17T21:58:26Z", "id": "board-arc-2", "title": "ARC-AGI-2 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard/arc-2" } ], "teamIds": [ "16260837" ] } ] } }