{ "accessedAt": "2026-10-13T10:04:26Z", "articleId": "2026-10-13-morning-arc-3", "artwork": { "articleId": "2026-10-13-morning-arc-3", "briefSha256": "b664da67bb22ae4cfc60fa332148e6018dd33afdb9628aed4b4d5fd0ebd08c3b", "dataAsOf": "2026-10-13T09:41:33Z", "generationRecord": "2026-10-13-morning-arc-3-9659b73f98-base", "headline": "Tufa retakes the ARC-AGI-3 lead as NVARC3 climbs to fourth", "historyChart": null, "id": "2026-10-13-morning-arc-3-9659b73f98", "image": { "alt": "Editorial illustration for Tufa retakes the ARC-AGI-3 lead as NVARC3 climbs to fourth. Tufa Labs: rank 1, score 68.91; Yi-Chia Chen: rank 2, score 67.49.", "artworkId": "2026-10-13-morning-arc-3-9659b73f98", "caption": "AI-generated editorial illustration. Score panel: Oct 13, 2026 · 5:41 AM EDT; provisional public standings. 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This describes the published Milestone 1 system, not an unverified current submission." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-15486995-2", "sourceTitle": "Tufa Labs — team profiles", "sourceUrl": "https://tufalabs.ai/team/", "teamId": "15486995", "text": "Tufa Labs lists Dries Smit, Isaiah Pressman and Jeroen Cottaar among its AI researchers, with research interests spanning reinforcement learning, self-play and Bayesian methods." }, { "checkedAt": "2026-10-09T17:16:30Z", "sourceId": "fact-15486995-3", "sourceTitle": "Tufa Labs — October 9 public competition post", "sourceUrl": "https://x.com/tufalabs/status/2108463895128269084", "teamId": "15486995", "text": "On October 9, 2026, Tufa Labs described a temporary setback in a public X post and said it remained dedicated to crushing competitors with overwhelming resources and compute." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-15499660-0", "sourceTitle": "Yi-Chia Chen — Kaggle profile", "sourceUrl": "https://www.kaggle.com/threerabbits", "teamId": "15499660", "text": "Yi-Chia Chen’s Kaggle profile lists her as a Competitions Master and a double-degree student at National Taiwan University and Waseda University." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-15499660-1", "sourceTitle": "Yi-Chia Chen — Eedi third-place solution write-up", "sourceUrl": "https://www.kaggle.com/competitions/eedi-mining-misconceptions-in-mathematics/writeups/waseda-pochi-3rd-place-solution-with-magic-boost", "teamId": "15499660", "text": "Yi-Chia Chen authored a Kaggle write-up for a third-place solution in Eedi — Mining Misconceptions in Mathematics." }, { "checkedAt": "2026-10-09T17:16:30Z", "sourceId": "fact-15499660-2", "sourceTitle": "Yi-Chia Chen — public Kaggle profile and avatar", "sourceUrl": "https://www.kaggle.com/threerabbits", "teamId": "15499660", "text": "Yi-Chia Chen’s public Kaggle account is threerabbits. The profile lists she/her pronouns and displays an avatar of two rabbits." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-15501006-0", "sourceTitle": "The ARChitects — 2025 team solution", "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/the-architects-solution-2025", "teamId": "15501006", "text": "The ARChitects’ own 2025 solution write-up credits Jan Disselhoff under the Kaggle handle insanitycheck, alongside David Hartmann (dvhrtm) and Daniel Franzen (dfranzen)." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-15501006-1", "sourceTitle": "The ARChitects — 2025 technical report", "sourceUrl": "https://lambdalabsml.github.io/ARC2025_Solution_by_the_ARChitects/", "teamId": "15501006", "text": "The team’s 2025 technical report lists Jan Disselhoff at Johannes Gutenberg University Mainz." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-15770880-0", "sourceTitle": "NVIDIA — 2025 NVARC competition report", "sourceUrl": "https://developer.nvidia.com/blog/nvidia-kaggle-grandmasters-win-artificial-general-intelligence-competition/", "teamId": "15770880", "text": "NVIDIA’s December 2025 report identifies Ivan Sorokin and Jean-Francois Puget as NVIDIA researchers who competed as NVARC in the 2025 ARC Prize." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-15770880-1", "sourceTitle": "NVARC — 2025 team write-up", "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/nvarc", "teamId": "15770880", "text": "The 2025 NVARC team write-up credits sorokin and cpmpml. Both handles appear in the observed roster of the distinct 2026 NVARC3 entry. This does not establish an affiliation for every current member." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-15770880-2", "sourceTitle": "NVIDIA — 2025 NVARC solution report", "sourceUrl": "https://developer.nvidia.com/blog/nvidia-kaggle-grandmasters-win-artificial-general-intelligence-competition/", "teamId": "15770880", "text": "NVIDIA describes the separate 2025 NVARC ARC-AGI-2 solution as using synthetic data generation, test-time training and a fine-tuned 4B model. This is historical background, not a claim about the 2026 NVARC3 agent." }, { "checkedAt": "2026-10-09T03:23:31Z", "sourceId": "fact-15770880-3", "sourceTitle": "Jean-François Puget — public professional profile", "sourceUrl": "https://github.com/jfpuget", "teamId": "15770880", "text": "Jean-François Puget’s public GitHub profile identifies him as CPMP and links directly to the Kaggle account cpmpml." }, { "checkedAt": "2026-10-09T03:23:31Z", "sourceId": "fact-15770880-4", "sourceTitle": "NVIDIA — Jean-Francois Puget author biography", "sourceUrl": "https://developer.nvidia.com/blog/author/jeanfrancoispuget/", "teamId": "15770880", "text": "NVIDIA’s author biography describes Jean-Francois Puget as a director and individual contributor whose team advances agentic AI and showcases NVIDIA tools and expertise in Kaggle competitions." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16021367-0", "sourceTitle": "Lukas Aichberger — Kaggle profile", "sourceUrl": "https://www.kaggle.com/lukasaichberger", "teamId": "16021367", "text": "The rostered lukasaichberger Kaggle profile identifies its owner as Lukas Aichberger and links to his research website." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16021367-1", "sourceTitle": "JKU — Lukas Aichberger research profile", "sourceUrl": "https://research.jku.at/en/persons/lukas-aichberger/", "teamId": "16021367", "text": "Johannes Kepler University Linz lists Lukas Aichberger at its Institute for Machine Learning and credits him on research about reasoning models and uncertainty evaluation." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16021367-2", "sourceTitle": "fses91 — Kaggle profile", "sourceUrl": "https://www.kaggle.com/fses91", "teamId": "16021367", "text": "Another rostered account, fses91, describes itself on Kaggle only as Florian; the public profile does not establish a surname." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16021367-3", "sourceTitle": "Mykyta Ielanskyi — Kaggle profile", "sourceUrl": "https://www.kaggle.com/dwellement0baser", "teamId": "16021367", "text": "The rostered dwellement0baser Kaggle profile identifies its owner as Mykyta Ielanskyi." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16021367-4", "sourceTitle": "JKU — Mykyta Ielanskyi research profile", "sourceUrl": "https://research.jku.at/en/persons/mykyta-ielanskyi/", "teamId": "16021367", "text": "Johannes Kepler University Linz lists Mykyta Ielanskyi at its Institute for Machine Learning. Its research record credits him and Lukas Aichberger together on a 2026 paper about reward redistribution for reasoning models." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-16032816-0", "sourceTitle": "The ARChitects — 2025 team solution", "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/the-architects-solution-2025", "teamId": "16032816", "text": "The ARChitects’ own 2025 solution write-up credits David Hartmann under the Kaggle handle dvhrtm, alongside Jan Disselhoff (insanitycheck) and Daniel Franzen (dfranzen)." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-16032816-1", "sourceTitle": "The ARChitects — 2025 technical report", "sourceUrl": "https://lambdalabsml.github.io/ARC2025_Solution_by_the_ARChitects/", "teamId": "16032816", "text": "The team’s 2025 technical report lists David Hartmann at Lambda, Inc." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16153655-0", "sourceTitle": "Michael — Kaggle profile", "sourceUrl": "https://www.kaggle.com/michaeltgao", "teamId": "16153655", "text": "The sole rostered michaeltgao Kaggle account displays the public name Michael; the profile does not establish a surname." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16371045-0", "sourceTitle": "Lord Han Solo — Kaggle profile", "sourceUrl": "https://www.kaggle.com/lordhansolo", "teamId": "16371045", "text": "The Kaggle account and team both use the public name Lord Han Solo. The profile itself does not supply a verified personal name." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16371045-1", "sourceTitle": "Lord Han Solo — Milestone 2 Kaggle notebook", "sourceUrl": "https://www.kaggle.com/code/lordhansolo/built-on-tufa-labs-duck-harness-milestone-2", "teamId": "16371045", "text": "Lord Han Solo published a Kaggle notebook titled “Built on Tufa Labs duck harness - Milestone 2,” explicitly crediting that earlier public harness in the notebook title." }, { "checkedAt": "2026-10-13T03:23:30.256145+00:00", "sourceId": "fact-16371045-2", "sourceTitle": "ARC Prize — Lord Han Solo official participant credit", "sourceUrl": "https://x.com/arcprize/status/2105737439700787646", "teamId": "16371045", "text": "ARC Prize announced Lord Han Solo as second-place qualifying open-source ARC-AGI-3 Milestone 2 prize winner and directly linked the Kaggle profile lordhansolo." }, { "checkedAt": "2026-10-08T03:38:00Z", "sourceId": "fact-16384837-0", "sourceTitle": "The ARChitects — 2025 team solution", "sourceUrl": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/the-architects-solution-2025", "teamId": "16384837", "text": "The ARChitects’ own 2025 solution write-up credits Daniel Franzen under the Kaggle handle dfranzen, alongside Jan Disselhoff (insanitycheck) and David Hartmann (dvhrtm)." }, { "checkedAt": "2026-10-13T03:23:30.256145+00:00", "sourceId": "fact-16384837-1", "sourceTitle": "ARC Prize — official Milestone 2 winners", "sourceUrl": "https://x.com/arcprize/status/2105737436450201734", "teamId": "16384837", "text": "ARC Prize announced Daniel Franzen as first-place qualifying open-source ARC-AGI-3 Milestone 2 prize winner on October 1, 2026; that prize placement is distinct from the unrestricted ongoing public board." }, { "checkedAt": "2026-10-12T19:02:36Z", "sourceId": "fact-16569113-0", "sourceTitle": "PunkCyber — public team-identification reply to the ARC Daily Digest", "sourceUrl": "https://x.com/cunkpyber/status/2109599257980555583", "teamId": "16569113", "text": "PunkCyber (@cunkpyber) identifies 復活の混テキスト as their team in a public reply to the ARC Daily Digest." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16569113-1", "sourceTitle": "Tanaka Ai24 — ARC-AGI-3 Kaggle notebook", "sourceUrl": "https://www.kaggle.com/code/tanakaai24/arc3-qwen3-6-duck-lb117-safety-v1", "teamId": "16569113", "text": "Roster member tanakaai24 has published a Kaggle ARC-AGI-3 notebook titled “ARC3 Qwen3.6 Duck LB117 Safety V1.” Its title alone does not establish the method behind the team’s current score." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-16569113-2", "sourceTitle": "Tanaka Ai24 — ARC-AGI-3 Pathfinder notebook", "sourceUrl": "https://www.kaggle.com/code/tanakaai24/arc-agi-3-pathfinder-v2", "teamId": "16569113", "text": "The same Kaggle account has also published “ARC-AGI-3 Pathfinder v2,” another public notebook about the contest." }, { "checkedAt": "2026-10-08T13:46:44Z", "sourceId": "fact-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." }, { "checkedAt": "2026-10-13T03:23:30.256145+00:00", "sourceId": "fact-16364346-0", "sourceTitle": "Mostik — dated public launch and early-lead claim", "sourceUrl": "https://x.com/aimalysheva/status/2095232794792255848", "teamId": "16364346", "text": "Mostik’s September 2, 2026 public launch post claimed first place on the ARC-AGI leaderboard; the post did not disclose the competition method." }, { "checkedAt": "2026-10-13T03:23:30.256145+00:00", "sourceId": "fact-16706087-0", "sourceTitle": "ARC Prize — Lohit Siriki official participant credit", "sourceUrl": "https://x.com/arcprize/status/2105737441021997106", "teamId": "16706087", "text": "ARC Prize announced Lohit Siriki as third-place qualifying open-source ARC-AGI-3 Milestone 2 prize winner and credited the notebook published under sirikilohit." } ], "cutoffAt": "2026-10-13T10:00:00Z", "discussionThreads": [ { "author": "cpmpml", "authorName": "CPMP", "bodyRead": true, "checkedAt": "2026-10-13T01:18:40.492Z", "commentCount": 19, "competition": "arc-3", "decision": "paper-lead", "id": "746010", "latestActivityAt": "2026-10-12T15:07:23Z", "personIds": [ "jean-francois-puget", "son-pham", "daniel-franzen" ], "postedAt": null, "reason": "Original publicly accessible thread and relevant replies rechecked; retain this reviewed context alongside the newer ARC-2 sources.", "sourceId": "discussion-arc-3-746010", "summary": "In CPMP’s thread about the mismatch between a notebook’s displayed score and Franzen’s leaderboard entry, Son Pham suggests inherited notebook metadata from an API-submitted derivative could explain the display. His explanation is a hypothesis, with no organizer confirmation observed. The notebook display should not be treated as proof of a new Franzen leaderboard score.", "title": "How come D Franzen score does not appear on LB?", "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/746010", "visibility": "public" }, { "author": "huikang", "authorName": "Tong Hui Kang", "bodyRead": true, "checkedAt": "2026-10-12T21:06:55.354Z", "commentCount": 18, "competition": "arc-3", "decision": "paper-lead", "id": "744792", "latestActivityAt": "2026-10-06T20:47:47Z", "personIds": [ "daniel-franzen", "son-pham", "yi-chia-chen", "jeroen-cottaar" ], "postedAt": "2026-10-01T00:36:37Z", "reason": "Newly collected older research background, not a fresh Oct 12 release: source created Oct 1, latest visible reply Oct 6. Body and replies verified in logged-out Chrome at 21:06:55Z. Board reports 18 comments; thread heading counts 15 top-level comments. Useful concrete comparison for Sunday research and future method coverage.", "sourceId": "discussion-arc-3-744792", "summary": "Tong Hui Kang compares the three Milestone 2 winning ARC-AGI-3 solutions and links their notebooks and write-ups. He describes a shared Duck/TAAF foundation and compares serving, scheduling, context management and harness changes. In the replies, rellik13 says requests waited for cache space despite high decode throughput and describes reallocating memory to longer history. Mintu Kumar asks for request-latency and cache-wait measurements. The desk also read Franzen’s linked write-up, which distinguishes its submission configuration from inherited defaults and says the experiments were not a complete controlled ablation study.", "title": "Comparing the Milestone 2 winning solutions", "url": "https://www.kaggle.com/competitions/arc-prize-2026-arc-agi-3/discussion/744792", "visibility": "public" } ], "editorialIntake": [ { "id": "former-leaders-morning-feature", "title": "Brief standings context: where earlier ARC-3 leaders stand" }, { "id": "arc-3-oct13-morning-digital-art", "title": "Digital giant bunnies with Chen/Tufa history chart" } ], "events": [ { "from": null, "id": "17090831", "name": "Elias William", "rankFrom": null, "rankTo": 438, "t": "2026-10-13T01:07:12Z", "to": 30 }, { "from": 35.76, "id": "16760837", "name": "yktori", "rankFrom": 26, "rankTo": 24, "t": "2026-10-13T02:07:18Z", "to": 36.03 }, { "from": 27.71, "id": "16635343", "name": "Aurora wy", "rankFrom": 888, "rankTo": 362, "t": "2026-10-13T06:08:55Z", "to": 30.4 }, { "from": 28.74, "id": "15646919", "name": "MASAAKI HAYASHI", "rankFrom": 678, "rankTo": 365, "t": "2026-10-13T06:39:18Z", "to": 30.4 }, { "from": 56.52, "id": "15486995", "name": "Tufa Labs", "rankFrom": 2, "rankTo": 1, "t": "2026-10-13T07:10:18Z", "to": 68.91 }, { "from": 30.23, "id": "16609552", "name": "UNK", "rankFrom": 398, "rankTo": 95, "t": "2026-10-13T07:10:18Z", "to": 32.81 }, { "from": 40.97, "id": "15770880", "name": "NVARC3", "rankFrom": 8, "rankTo": 4, "t": "2026-10-13T07:41:20Z", "to": 43.94 }, { "from": 28.68, "id": "15492312", "name": "Hmm", "rankFrom": 688, "rankTo": 30, "t": "2026-10-13T08:41:27Z", "to": 34.61 }, { "from": 27.27, "id": "16639148", "name": "NNbody", "rankFrom": 960, "rankTo": 449, "t": "2026-10-13T08:41:27Z", "to": 29.96 }, { "from": 30.22, "id": "16532267", "name": "119.ai", "rankFrom": 402, "rankTo": 39, "t": "2026-10-13T09:11:30Z", "to": 33.9 }, { "from": 30.17, "id": "16557360", "name": "akmr", "rankFrom": 410, "rankTo": 330, "t": "2026-10-13T09:11:30Z", "to": 30.63 }, { "from": 27.26, "id": "15488763", "name": "AquaUrsa Research", "rankFrom": 962, "rankTo": 407, "t": "2026-10-13T09:11:30Z", "to": 30.21 }, { "from": 28.98, "id": "15814821", "name": "Biubiu", "rankFrom": 625, "rankTo": 470, "t": "2026-10-13T09:11:30Z", "to": 29.84 }, { "from": 27.25, "id": "17043574", "name": "yuki0731", "rankFrom": 966, "rankTo": 104, "t": "2026-10-13T09:41:33Z", "to": 32.64 }, { "from": 29.07, "id": "16802715", "name": "ElminimlE", "rankFrom": 612, "rankTo": 135, "t": "2026-10-13T09:41:33Z", "to": 32.17 }, { "from": 26.47, "id": "17040498", "name": "Snowiers", "rankFrom": 1075, "rankTo": 215, "t": "2026-10-13T09:41:33Z", "to": 31.42 }, { "from": 28.93, "id": "16744883", "name": "Madiyar Khamzanov", "rankFrom": 639, "rankTo": 270, "t": "2026-10-13T09:41:33Z", "to": 31.05 }, { "from": 27.32, "id": "15759421", "name": "burgern", "rankFrom": 956, "rankTo": 327, "t": "2026-10-13T09:41:33Z", "to": 30.66 }, { "from": 29.75, "id": "16253766", "name": "speed, my mom is kinda homless", "rankFrom": 488, "rankTo": 403, "t": "2026-10-13T09:41:33Z", "to": 30.26 }, { "from": 29.08, "id": "17031247", "name": "Lee Dusty", "rankFrom": 610, "rankTo": 425, "t": "2026-10-13T09:41:33Z", "to": 30.14 } ], "intakeReview": [ { "disposition": "covered", "id": "wire-2026-10-12-2002-arc-3-arc-slayers-storm-into-gold", "reason": "Combined repeated filings into dated October 12 context; current score and roster checked." }, { "disposition": "covered", "id": "wire-2026-10-12-2158-arc-3-arc-slayers-break-into-gold", "reason": "Combined repeated filings into dated October 12 context; current score and roster checked." }, { "disposition": "not-selected", "id": "wire-2026-10-12-2158-arc-3-daniel-franzen-climbs-to-24th", "reason": "Earlier score event, already reported; no second overnight gain established. Current leadership and medal changes take precedence." }, { "disposition": "not-selected", "id": "wire-2026-10-12-2358-arc-3-apiens-s-breaks-top-100", "reason": "Earlier score event, already reported; no second overnight gain established. Current leadership and medal changes take precedence." }, { "disposition": "covered", "id": "wire-2026-10-13-0402-arc-3-nvarc3-climbs-to-fourth", "reason": "Developed the score event, current fourth place and verified champion roster." }, { "disposition": "covered", "id": "wire-2026-10-13-0402-arc-3-tufa-labs-retakes-lead", "reason": "Developed the overnight leadership reversal with recorded score history." }, { "disposition": "carried", "id": "editorial-former-leaders-morning-feature", "reason": "Optional former-leaders sidebar deferred for the verified leadership reversal and NVARC3 advance. Franzen’s Monday score event is not a fresh overnight gain." }, { "disposition": "held", "id": "editorial-arc-3-oct13-morning-digital-art", "reason": "Leader condition fails: Tufa is first at 68.91 and Chen second at 67.49. Giant-leading-bunnies metaphor is inaccurate; preserve the approved base." } ], "latestAt": "2026-10-13T09:41:33Z", "observations": { "15486995": { "members": [ "dlorah", "driessmit1", "infinitecreativity", "jeroencottaar", "pressman1", "stefano1283" ], "name": "Tufa Labs", "observedAt": "2026-10-13T09:41:33Z" }, "15499660": { "members": [ "threerabbits" ], "name": "Yi-Chia Chen", "observedAt": "2026-10-13T09:41:33Z" }, "15501006": { "members": [ "insanitycheck" ], "name": "Jan Disselhoff", "observedAt": "2026-10-13T09:41:33Z" }, "15605182": { "members": [ "markbarney", "scizical", "sonphamorg" ], "name": "Son & Mark & Ronen", "observedAt": "2026-10-13T09:41:33Z" }, "15770880": { "members": [ "cpmpml", "darraghdog", "eladsarafian", "galkaplun", "sorokin", "yeyinzhu" ], "name": "NVARC3", "observedAt": "2026-10-13T09:41:33Z" }, "16021367": { "members": [ "dwellement0baser", "fses91", "gklambauer", "lukasaichberger" ], "name": "the last dance 🕺", "observedAt": "2026-10-13T09:41:33Z" }, "16032816": { "members": [ "dvhrtm", "sbrodehl" ], "name": "David Hartmann", "observedAt": "2026-10-13T09:41:33Z" }, "16153655": { "members": [ "michaeltgao" ], "name": "mtg", "observedAt": "2026-10-13T09:41:33Z" }, "16364346": { "members": [ "avgaydashenko", "gatamaz", "godjan", "korogodsky", "malyshevasasha", "rolion", "tehnar", "vitalique" ], "name": "mostik.ai", "observedAt": "2026-10-13T09:41:33Z" }, "16371045": { "members": [ "lordhansolo" ], "name": "Lord Han Solo", "observedAt": "2026-10-13T09:41:33Z" }, "16384837": { "members": [ "dfranzen" ], "name": "Daniel Franzen", "observedAt": "2026-10-13T09:41:33Z" }, "16447222": { "members": [ "dzjiann", "keithtyser", "mitubant", "ngyzly" ], "name": "ARC Slayers", "observedAt": "2026-10-13T09:41:33Z" }, "16569113": { "members": [ "isakatsuyoshi", "konbu17", "pompom555", "refv00", "tanakaai24", "tk256ailab", "ttyn4519", "yuto0712" ], "name": "復活の混テキスト", "observedAt": "2026-10-13T09:41:33Z" }, "16706087": { "members": [ "sirikilohit" ], "name": "rellik13", "observedAt": "2026-10-13T09:41:33Z" }, "16805955": { "members": [ "denialguo", "jaydenszeto123", "snoopydoo" ], "name": "dreach.ai", "observedAt": "2026-10-13T09:41:33Z" }, "16958599": { "members": [ "majkel1337" ], "name": "Majkel1337", "observedAt": "2026-10-13T09:41:33Z" } }, "people": [ { "id": "yi-chia-chen", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-12T21:36:52Z", "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": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:52Z." }, { "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "15499660" ] }, { "id": "jean-francois-puget", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-12T21:36:52Z", "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": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:52Z." }, { "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "15770880" ] }, { "id": "ivan-sorokin", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "15770880" ] }, { "id": "keith-tyser", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-12T21:36:52Z", "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": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:52Z." }, { "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "16447222" ] }, { "id": "dries-smit", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-12T21:36:52Z", "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": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:52Z." }, { "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "15486995" ] }, { "id": "jeroen-cottaar", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-12T21:36:52Z", "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": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:52Z." }, { "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "15486995" ] }, { "id": "jan-disselhoff", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T18:53:30Z", "lastObservedAt": "2026-10-12T21:36:52Z", "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": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:52Z." }, { "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "15501006" ] }, { "id": "david-hartmann", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T18:53:27Z", "lastObservedAt": "2026-10-12T21:36:51Z", "memberHandle": "dvhrtm", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "16032816", "teamName": "David Hartmann" } ], "name": "David Hartmann", "sources": [ { "sourceId": "person-david-hartmann-identity-0", "text": "Verified kaggle account: dvhrtm" }, { "sourceId": "person-david-hartmann-fact-0", "text": "The ARChitects’ own 2025 solution write-up credits David Hartmann under the Kaggle handle dvhrtm, alongside Jan Disselhoff (insanitycheck) and Daniel Franzen (dfranzen)." }, { "sourceId": "person-david-hartmann-fact-1", "text": "The team’s 2025 technical report lists David Hartmann at Lambda, Inc." }, { "sourceId": "person-david-hartmann-archive-0", "text": "ARC Prize 2025 runner-up · the ARChitects" }, { "sourceId": "person-david-hartmann-roster-0", "text": "dvhrtm observed in David Hartmann (arc-prize-2026-arc-agi-3, team 16032816) between 2026-10-09T18:53:27Z and 2026-10-12T21:36:51Z." } ], "teamIds": [ "16032816" ] }, { "id": "daniel-franzen", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-09T20:53:45Z", "lastObservedAt": "2026-10-09T20:53:45Z", "memberHandle": "dfranzen", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15607618", "teamName": "Daniel Franzen" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-09T20:53:44Z", "lastObservedAt": "2026-10-12T21:36:51Z", "memberHandle": "dfranzen", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "16384837", "teamName": "Daniel Franzen" } ], "name": "Daniel Franzen", "sources": [ { "sourceId": "person-daniel-franzen-identity-0", "text": "Verified kaggle account: dfranzen" }, { "sourceId": "person-daniel-franzen-fact-0", "text": "The ARChitects’ own 2025 solution write-up credits Daniel Franzen under the Kaggle handle dfranzen, alongside Jan Disselhoff (insanitycheck) and David Hartmann (dvhrtm)." }, { "sourceId": "person-daniel-franzen-fact-1", "text": "ARC Prize’s 2024 results list “The LLM ARChitect: Solving ARC-AGI Is a Matter of Perspective” by Franzen et al. among the paper award runners-up." }, { "sourceId": "person-daniel-franzen-archive-0", "text": "ARC Prize 2025 runner-up · the ARChitects" }, { "sourceId": "person-daniel-franzen-archive-1", "text": "ARC Prize 2024 champion · the ARChitects" }, { "sourceId": "person-daniel-franzen-roster-0", "text": "dfranzen observed in Daniel Franzen (arc-prize-2026-arc-agi-2, team 15607618) between 2026-10-09T20:53:45Z and 2026-10-09T20:53:45Z." }, { "sourceId": "person-daniel-franzen-roster-1", "text": "dfranzen observed in Daniel Franzen (arc-prize-2026-arc-agi-3, team 16384837) between 2026-10-09T20:53:44Z and 2026-10-12T21:36:51Z." } ], "teamIds": [ "16384837" ] }, { "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": "2026-10-12T21:36:51Z", "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": "2026-10-12T21:36:52Z", "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 2026-10-12T21:36:51Z." }, { "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 2026-10-12T21:36:52Z." } ], "teamIds": [ "15486995" ] }, { "id": "mark-barney", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-11T20:02:55Z", "lastObservedAt": "2026-10-12T21:36:52Z", "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": "2026-10-12T21:36:51Z", "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 2026-10-12T21:36:52Z." }, { "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 2026-10-12T21:36:51Z." } ], "teamIds": [ "15605182" ] }, { "id": "son-pham", "memberships": [ { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-11T20:02:55Z", "lastObservedAt": "2026-10-12T15:34:53Z", "memberHandle": "sonphamorg", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "15605185", "teamName": "Son Pham" }, { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-11T20:02:53Z", "lastObservedAt": "2026-10-12T21:36:51Z", "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": "2026-10-12T21:36:52Z", "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 2026-10-12T21:36:51Z." }, { "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 2026-10-12T21:36:52Z." } ], "teamIds": [ "15605182" ] }, { "id": "punkcyber", "memberships": [], "name": "PunkCyber", "sources": [ { "sourceId": "person-punkcyber-identity-0", "text": "Verified x account: cunkpyber" }, { "sourceId": "person-punkcyber-fact-0", "text": "PunkCyber (@cunkpyber) identifies 復活の混テキスト as their team in a public reply to the ARC Daily Digest." } ], "teamIds": [] }, { "id": "fshindo", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-10T22:00:53Z", "lastObservedAt": "2026-10-13T00:37:09Z", "memberHandle": "ffsscf", "season": "2026", "sourceTitle": "ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "16992721", "teamName": "fshindo" }, { "competition": "arc-2", "competitionId": "arc-prize-2026-arc-agi-2", "firstObservedAt": "2026-10-13T00:37:11Z", "lastObservedAt": "2026-10-13T00:37:11Z", "memberHandle": "ffsscf", "season": "2026", "sourceTitle": "ARC-2 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board", "teamId": "17019785", "teamName": "fshindo" } ], "name": "fshindo", "sources": [ { "sourceId": "person-fshindo-identity-0", "text": "Verified kaggle account: ffsscf" }, { "sourceId": "person-fshindo-identity-1", "text": "Verified x account: crysis44k" }, { "sourceId": "person-fshindo-fact-0", "text": "The Kaggle profile ffsscf displays fshindo and directly links to the X account @crysis44k." }, { "sourceId": "person-fshindo-roster-0", "text": "ffsscf observed in fshindo (arc-prize-2026-arc-agi-3, team 16992721) between 2026-10-10T22:00:53Z and 2026-10-13T00:37:09Z." }, { "sourceId": "person-fshindo-roster-1", "text": "ffsscf observed in fshindo (arc-prize-2026-arc-agi-2, team 17019785) between 2026-10-13T00:37:11Z and 2026-10-13T00:37:11Z." } ], "teamIds": [] }, { "id": "lord-han-solo", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-13T03:07:24Z", "lastObservedAt": "2026-10-13T03:07:24Z", "memberHandle": "lordhansolo", "season": "2026", "sourceTitle": "Dated ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "16371045", "teamName": "Lord Han Solo" } ], "name": "Lord Han Solo", "sources": [ { "sourceId": "person-lord-han-solo-identity-0", "text": "Verified kaggle account: lordhansolo" }, { "sourceId": "person-lord-han-solo-fact-0", "text": "ARC Prize announced Lord Han Solo as the second-place qualifying open-source ARC-AGI-3 Milestone 2 prize winner on October 1, 2026." }, { "sourceId": "person-lord-han-solo-roster-0", "text": "lordhansolo observed in Lord Han Solo (arc-prize-2026-arc-agi-3, team 16371045) between 2026-10-13T03:07:24Z and 2026-10-13T03:07:24Z." } ], "teamIds": [ "16371045" ] }, { "id": "lohit-siriki", "memberships": [ { "competition": "arc-3", "competitionId": "arc-prize-2026-arc-agi-3", "firstObservedAt": "2026-10-13T03:07:24Z", "lastObservedAt": "2026-10-13T03:07:24Z", "memberHandle": "sirikilohit", "season": "2026", "sourceTitle": "Dated ARC-3 public roster observation", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "teamId": "16706087", "teamName": "rellik13" } ], "name": "Lohit Siriki", "sources": [ { "sourceId": "person-lohit-siriki-identity-0", "text": "Verified kaggle account: sirikilohit" }, { "sourceId": "person-lohit-siriki-fact-0", "text": "ARC Prize announced Lohit Siriki as the third-place qualifying open-source ARC-AGI-3 Milestone 2 prize winner on October 1, 2026." }, { "sourceId": "person-lohit-siriki-roster-0", "text": "sirikilohit observed in rellik13 (arc-prize-2026-arc-agi-3, team 16706087) between 2026-10-13T03:07:24Z and 2026-10-13T03:07:24Z." } ], "teamIds": [ "16706087" ] } ], "scoreHistory": { "15486995": [ [ "2026-10-04T18:30:56Z", 55.89, 1 ], [ "2026-10-09T03:51:41Z", 55.89, 2 ], [ "2026-10-09T04:21:45Z", 56.52, 2 ], [ "2026-10-13T07:10:18Z", 68.91, 1 ] ], "15499660": [ [ "2026-10-04T18:30:56Z", 48.59, 2 ], [ "2026-10-08T05:42:56Z", 55.77, 2 ], [ "2026-10-09T03:51:41Z", 59.17, 1 ], [ "2026-10-10T08:59:42Z", 62.96, 1 ], [ "2026-10-12T05:33:50Z", 67.49, 1 ], [ "2026-10-13T07:10:18Z", 67.49, 2 ] ], "15501006": [ [ "2026-10-08T01:42:37Z", 28.23, 505 ], [ "2026-10-08T03:12:43Z", 28.23, 506 ], [ "2026-10-08T03:42:46Z", 28.23, 508 ], [ "2026-10-08T05:12:54Z", 28.23, 509 ], [ "2026-10-08T05:42:56Z", 28.23, 510 ], [ "2026-10-08T06:12:58Z", 28.23, 512 ], [ "2026-10-08T06:43:01Z", 28.23, 513 ], [ "2026-10-08T07:13:03Z", 28.23, 516 ], [ "2026-10-08T07:43:06Z", 28.23, 517 ], [ "2026-10-08T09:13:13Z", 28.23, 521 ], [ "2026-10-08T09:43:15Z", 28.23, 525 ], [ "2026-10-08T10:13:18Z", 28.23, 526 ], [ "2026-10-08T10:43:20Z", 28.23, 529 ], [ "2026-10-08T11:43:26Z", 28.23, 531 ], [ "2026-10-08T12:13:28Z", 28.23, 532 ], [ "2026-10-08T12:43:31Z", 28.23, 533 ], [ "2026-10-08T13:43:38Z", 28.23, 537 ], [ "2026-10-08T14:49:57Z", 28.23, 540 ], [ "2026-10-08T15:19:59Z", 28.23, 543 ], [ "2026-10-08T15:50:01Z", 28.23, 544 ], [ "2026-10-08T16:50:07Z", 28.23, 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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": "guanningzeng", "authorName": "Guanning Zeng", "category": "research", "checkedAt": "2026-10-13T03:48:52.894Z", "competitions": [ "arc-3" ], "id": "2109719698472673733", "identitySourceUrl": "https://github.com/guanning03/Schema", "importance": 2, "personIds": [], "postedAt": "2026-10-12T18:55:47Z", "sourceId": "social-2109719698472673733", "storyUrl": "https://arxiv.org/abs/2609.39140", "summary": "Zeng links the Schema preprint, public implementation repository and project site, and credits the research team. The repository was read without sign-in.", "threadId": "2109719501587570957", "url": "https://x.com/guanningzeng/status/2109719698472673733", "visibility": "public", "whyItMatters": "Direct primary-source links for reporters. Code was inspected as source material, not run or installed." }, { "author": "guanningzeng", "authorName": "Guanning Zeng", "category": "research", "checkedAt": "2026-10-13T03:48:52.894Z", "competitions": [ "arc-3" ], "id": "2109719693971857861", "identitySourceUrl": "https://github.com/guanning03/Schema", "importance": 2, "personIds": [], "postedAt": "2026-10-12T18:55:46Z", "sourceId": "social-2109719693971857861", "storyUrl": "https://arxiv.org/abs/2609.39140", "summary": "In an author-reported ten-public-game ablation, removing executable modeling, history checks, planning or runtime verification reduces performance.", "threadId": "2109719501587570957", "url": "https://x.com/guanningzeng/status/2109719693971857861", "visibility": "public", "whyItMatters": "Explains the design claim; grouped with the release rather than a separate score story." }, { "author": "guanningzeng", "authorName": "Guanning Zeng", "category": "research", "checkedAt": "2026-10-13T03:48:52.894Z", "competitions": [ "arc-3" ], "id": "2109719611839238316", "identitySourceUrl": "https://github.com/guanning03/Schema", "importance": 2, "personIds": [], "postedAt": "2026-10-12T18:55:26Z", "sourceId": "social-2109719611839238316", "storyUrl": "https://arxiv.org/abs/2609.39140", "summary": "Zeng reports that Schema with Claude Fable 5 clears the 25 public ARC-AGI-3 games and improves relative human action efficiency over Claude Code. The paper supports this author-reported public-set comparison.", "threadId": "2109719501587570957", "url": "https://x.com/guanningzeng/status/2109719611839238316", "visibility": "public", "whyItMatters": "Useful technical context for the release; the public tutorial set does not establish competition performance." }, { "author": "guanningzeng", "authorName": "Guanning Zeng", "category": "research", "checkedAt": "2026-10-13T03:48:52.894Z", "competitions": [ "arc-3" ], "id": "2109719501587570957", "identitySourceUrl": "https://github.com/guanning03/Schema", "importance": 2, "personIds": [], "postedAt": "2026-10-12T18:55:00Z", "sourceId": "social-2109719501587570957", "storyUrl": "https://arxiv.org/abs/2609.39140", "summary": "Zeng announces Schema’s full report and code, building on its July public-game demonstration. The linked preprint was submitted September 30; this is an October 12 release announcement.", "threadId": "2109719501587570957", "url": "https://x.com/guanningzeng/status/2109719501587570957", "visibility": "public", "whyItMatters": "A fresh release lead with publicly accessible paper and implementation. Public-game evaluation; no private Kaggle result established." }, { "author": "crysis44k", "authorName": "fshindo", "category": "community", "checkedAt": "2026-10-13T10:04:00.667410+00:00", "competitions": [ "arc-2", "arc-3" ], "id": "2109689542391496948", "identitySourceUrl": "https://www.kaggle.com/ffsscf", "importance": 2, "personIds": [ "fshindo" ], "postedAt": "2026-10-12T16:55:57Z", "sourceId": "social-2109689542391496948", "storyUrl": null, "summary": "English translation of the Japanese post: fshindo thinks local LLM enthusiasts with many GPUs who improve harnesses and inference speed ought to enter competitions, then jokes about discovering formidable people who would become rivals. This is a friendly invitation, not a claim about a named rival’s resources.", "threadId": null, "url": "https://x.com/crysis44k/status/2109689542391496948", "visibility": "public", "whyItMatters": "Japanese competitor voice about the connection between practical inference/harness work and contest participation." }, { "author": "cunkpyber", "authorName": "PunkCyber", "category": "community", "checkedAt": "2026-10-12T22:00:13.611292+00:00", "competitions": [ "arc-3", "arc-2" ], "id": "2109599257980555583", "identitySourceUrl": "https://x.com/cunkpyber", "importance": 2, "personIds": [ "punkcyber" ], "postedAt": "2026-10-12T10:57:12Z", "sourceId": "social-2109599257980555583", "storyUrl": null, "summary": "PunkCyber tells the ARC Daily Digest that 復活の混テキスト is their team. The exact Japanese name matches entries on the current ARC-3 and ARC-2 boards; these have separate competition team IDs.", "threadId": "2109589148218638844", "url": "https://x.com/cunkpyber/status/2109599257980555583", "visibility": "public", "whyItMatters": "A competitor checked in with the paper and supplied a direct team identification. It supports a friendly shout-out; the reply does not identify their individual Kaggle handle or establish who produced a submission." }, { "author": "crysis44k", "authorName": "fshindo", "category": "community", "checkedAt": "2026-10-13T09:07:43.206Z", "competitions": [ "arc-3" ], "id": "2109594490663276946", "identitySourceUrl": "https://www.kaggle.com/ffsscf", "importance": 2, "personIds": [ "fshindo" ], "postedAt": "2026-10-12T10:38:15Z", "sourceId": "social-2109594490663276946", "storyUrl": null, "summary": "Posting in Japanese, fshindo said the ARC-AGI-3 competition had taught them a great deal about agent harnesses and called contests a valuable learning opportunity. The post links the current Kaggle competition.", "threadId": null, "url": "https://x.com/crysis44k/status/2109594490663276946", "visibility": "public", "whyItMatters": "A first-person ARC-3 engineering account, now connected through the direct Kaggle profile link to team 16992721. It is an attributed experience, not a claimed cause of any score." }, { "author": "mikeknoop", "authorName": "Mike Knoop", "category": "research", "checkedAt": "2026-10-12T15:49:06.002362Z", "competitions": [ "arc-3" ], "id": "2109493530465059261", "identitySourceUrl": "https://x.com/arcprize", "importance": 2, "personIds": [ "mike-knoop" ], "postedAt": "2026-10-12T03:57:04Z", "sourceId": "social-2109493530465059261", "storyUrl": "https://arxiv.org/abs/2609.35738", "summary": "Mike Knoop said the same thing is happening with ARC-AGI-3 while quoting Pedro Domingos’s comment that models are absorbing harness behavior. The quoted post links Harness Learning Enables Generalizable Test-Time Adaptation. Knoop gives no named team, method, score or ARC experiment. The linked paper trains a proposer to revise executable harness code using feedback; its reported evaluations cover reasoning and multi-hop question answering, so the ARC-3 observation remains Knoop’s attributed comment.", "threadId": "2109493530465059261", "url": "https://x.com/mikeknoop/status/2109493530465059261", "visibility": "public", "whyItMatters": "Fresh ARC co-founder reaction for reporting on how models and harnesses divide the work. Useful research context, with no new verified Kaggle result or evidence that harnesses disappear." }, { "author": "Fei2411", "authorName": "FeiZ", "category": "research", "checkedAt": "2026-10-11T21:59:54.035507+00:00", "competitions": [ "arc-3" ], "id": "2109319340902510823", "identitySourceUrl": "https://x.com/Fei2411", "importance": 2, "personIds": [], "postedAt": "2026-10-11T16:24:00Z", "sourceId": "social-2109319340902510823", "storyUrl": null, "summary": "FeiZ reported a one-level ls20 ARC-AGI-3 comparison: a DS Bot cleared that level within 81 steps, while a DeepSeek Harness exhausted 110 steps without clearing it. This is the author’s own small test, not a Kaggle standing or verified benchmark result.", "threadId": "2109319340902510823", "url": "https://x.com/Fei2411/status/2109319340902510823", "visibility": "public", "whyItMatters": "Recent ARC-AGI-3 community experiment; the author explicitly says one level proves little." } ], "sourceSha256": "6dceb6c103a3189ea4ae2b7f59511dd8d8cd2d1f0a6bf78773ce4796a60fdebe", "sourceUrl": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-3/board", "wireIntake": { "dispatches": [], "limitations": [], "previousEditionId": "2026-10-12-evening-arc-3", "since": "2026-10-12T22:00:00Z", "through": "2026-10-13T10:00:00Z", "wireStories": [ { "competition": "arc-3", "dataAsOf": "2026-10-12T23:37:03Z", "generatedBy": "gpt-6-luna", "headline": "ARC Slayers charge from 223rd to 7th", "id": "2026-10-12-2002-arc-3-arc-slayers-storm-into-gold", "personIds": [ "keith-tyser" ], "publishedAt": "2026-10-13T00:02:13Z", "sections": [ { "sourceIds": [ "board-arc-3", "person-keith-tyser-identity-0", "person-keith-tyser-roster-0" ], "text": "ARC Slayers gained 9.97 points to reach 41.19, vaulting from 223rd to 7th and into the ARC-AGI-3 gold places. Keith Tyser is listed on the team roster." }, { "sourceIds": [ "board-arc-3" ], "text": "The climb lands them inside the 18 gold places, where the cutoff is 36.98. AI_hwlee sits just outside in 19th at 36.54, only 0.44 short." } ], "since": "2026-10-11T23:33:15Z", "sourceId": "wire-2026-10-12-2002-arc-3-arc-slayers-storm-into-gold", "sources": [ { "accessedAt": "2026-10-13T00:01:50Z", "id": "board-arc-3", "title": "ARC-AGI-3 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard" }, { "accessedAt": "2026-10-09T19:23:29Z", "id": "person-keith-tyser-identity-0", "title": "Public professional account profile", "url": "https://www.kaggle.com/keithtyser" }, { "accessedAt": "2026-10-12T21:36:52Z", "id": "person-keith-tyser-roster-0", "title": "ARC-2 public roster observation", "url": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board" } ], "teamIds": [ "16447222", "15513620" ], "visual": { "alt": "Keith Tyser’s Kaggle profile picture", "href": "/news/people/keith-tyser", "src": "/news-images/people/keith-tyser.webp" } }, { "competition": "arc-3", "dataAsOf": "2026-10-13T01:37:15Z", "generatedBy": "gpt-6-luna", "headline": "ARC Slayers vault from 226th into ARC-3 gold", "id": "2026-10-12-2158-arc-3-arc-slayers-break-into-gold", "personIds": [ "keith-tyser" ], "publishedAt": "2026-10-13T01:58:44Z", "sections": [ { "sourceIds": [ "board-arc-3" ], "text": "ARC Slayers gained 9.97 points to reach 41.19, leaping from 226th to 7th and into the gold places." }, { "sourceIds": [ "board-arc-3", "person-keith-tyser-roster-0" ], "text": "Keith Tyser is listed on the team's roster. The public standings remain provisional." } ], "since": "2026-10-12T01:33:28Z", "sourceId": "wire-2026-10-12-2158-arc-3-arc-slayers-break-into-gold", "sources": [ { "accessedAt": "2026-10-13T01:58:25Z", "id": "board-arc-3", "title": "ARC-AGI-3 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard" }, { "accessedAt": "2026-10-12T21:36:52Z", "id": "person-keith-tyser-roster-0", "title": "ARC-2 public roster observation", "url": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board" } ], "teamIds": [ "16447222" ], "visual": { "alt": "Keith Tyser’s Kaggle profile picture", "href": "/news/people/keith-tyser", "src": "/news-images/people/keith-tyser.webp" } }, { "competition": "arc-3", "dataAsOf": "2026-10-13T01:37:15Z", "generatedBy": "gpt-6-luna", "headline": "Daniel Franzen climbs to 24th on ARC-3", "id": "2026-10-12-2158-arc-3-daniel-franzen-climbs-to-24th", "personIds": [ "daniel-franzen" ], "publishedAt": "2026-10-13T01:58:45Z", "sections": [ { "sourceIds": [ "board-arc-3" ], "text": "Franzen gained 3.89 points to reach 35.86, moving from 131st to 24th under his own name." }, { "sourceIds": [ "board-arc-3", "person-daniel-franzen-fact-0", "person-daniel-franzen-fact-1" ], "text": "He is the ARC Prize 2025 runner-up and 2024 champion, both with the ARChitects." } ], "since": "2026-10-12T01:33:28Z", "sourceId": "wire-2026-10-12-2158-arc-3-daniel-franzen-climbs-to-24th", "sources": [ { "accessedAt": "2026-10-13T01:58:25Z", "id": "board-arc-3", "title": "ARC-AGI-3 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard" }, { "accessedAt": "2026-10-08T03:38:00Z", "id": "person-daniel-franzen-fact-0", "title": "The ARChitects — 2025 team solution", "url": "https://www.kaggle.com/competitions/arc-prize-2025/writeups/the-architects-solution-2025" }, { "accessedAt": "2026-10-09T21:30:00Z", "id": "person-daniel-franzen-fact-1", "title": "ARC Prize — 2024 results", "url": "https://arcprize.org/competitions/2024" } ], "teamIds": [ "16384837" ], "visual": { "alt": "Daniel Franzen’s Kaggle profile picture", "href": "/news/people/daniel-franzen", "src": "/news-images/people/daniel-franzen.webp" } }, { "competition": "arc-3", "dataAsOf": "2026-10-13T03:37:51Z", "generatedBy": "gpt-6-luna", "headline": "apiens S leaps into ARC-3’s top 100", "id": "2026-10-12-2358-arc-3-apiens-s-breaks-top-100", "personIds": [], "publishedAt": "2026-10-13T03:58:58Z", "sections": [ { "sourceIds": [ "board-arc-3" ], "text": "apiens S gained 5.66 points to reach 33.21, climbing from 884th to 69th on the ARC-3 board." }, { "sourceIds": [ "board-arc-3" ], "text": "The climb moves the team into the top 100." } ], "since": "2026-10-12T03:33:39Z", "sourceId": "wire-2026-10-12-2358-arc-3-apiens-s-breaks-top-100", "sources": [ { "accessedAt": "2026-10-13T03:58:25Z", "id": "board-arc-3", "title": "ARC-AGI-3 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard" } ], "teamIds": [ "16882104" ] }, { "competition": "arc-3", "dataAsOf": "2026-10-13T07:41:20Z", "generatedBy": "gpt-6-luna", "headline": "NVARC3 climbs into ARC-3’s top four", "id": "2026-10-13-0402-arc-3-nvarc3-climbs-to-fourth", "personIds": [ "jean-francois-puget", "ivan-sorokin" ], "publishedAt": "2026-10-13T08:02:24Z", "sections": [ { "sourceIds": [ "board-arc-3" ], "text": "NVARC3 gained 2.97 to reach 43.94, advancing from 7th to 4th on the ARC-3 board." }, { "sourceIds": [ "board-arc-3", "person-jean-francois-puget-fact-0", "person-ivan-sorokin-fact-0", "person-jean-francois-puget-roster-0" ], "text": "Its listed roster includes Jean-François Puget and Ivan Sorokin, both credited as ARC Prize 2025 champions. The public standings remain provisional." } ], "since": "2026-10-12T07:34:03Z", "sourceId": "wire-2026-10-13-0402-arc-3-nvarc3-climbs-to-fourth", "sources": [ { "accessedAt": "2026-10-13T08:01:31Z", "id": "board-arc-3", "title": "ARC-AGI-3 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard" }, { "accessedAt": "2026-10-09T03:23:31Z", "id": "person-jean-francois-puget-fact-0", "title": "Jean-François Puget — public professional profile", "url": "https://github.com/jfpuget" }, { "accessedAt": "2026-10-12T21:36:52Z", "id": "person-jean-francois-puget-roster-0", "title": "ARC-2 public roster observation", "url": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board" }, { "accessedAt": "2026-10-08T03:38:00Z", "id": "person-ivan-sorokin-fact-0", "title": "NVIDIA — 2025 NVARC competition report", "url": "https://developer.nvidia.com/blog/nvidia-kaggle-grandmasters-win-artificial-general-intelligence-competition/" } ], "teamIds": [ "15770880" ], "visual": { "alt": "Jean-François Puget, from his 2025 NVARC Hall of Fame card", "href": "/news/people/jean-francois-puget", "src": "/news-images/people/jean-francois-puget.webp" } }, { "competition": "arc-3", "dataAsOf": "2026-10-13T07:41:20Z", "generatedBy": "gpt-6-luna", "headline": "Tufa Labs retakes the ARC-3 lead", "id": "2026-10-13-0402-arc-3-tufa-labs-retakes-lead", "personIds": [ "dries-smit" ], "publishedAt": "2026-10-13T08:02:24Z", "sections": [ { "sourceIds": [ "board-arc-3" ], "text": "Tufa Labs gained 12.39 to reach 68.91, moving from 2nd to 1st and taking the lead from Yi-Chia Chen, now 2nd at 67.49." }, { "sourceIds": [ "board-arc-3", "person-dries-smit-roster-0", "person-dries-smit-fact-1" ], "text": "Dries Smit is listed on the Tufa Labs roster; he won the 2025 ARC-AGI-3 Preview. The public standings remain provisional." } ], "since": "2026-10-12T07:34:03Z", "sourceId": "wire-2026-10-13-0402-arc-3-tufa-labs-retakes-lead", "sources": [ { "accessedAt": "2026-10-13T08:01:31Z", "id": "board-arc-3", "title": "ARC-AGI-3 public leaderboard: saved board and the past day's changes", "url": "https://arc.markbarney.net/kaggle-leaderboard" }, { "accessedAt": "2026-10-09T21:30:00Z", "id": "person-dries-smit-fact-1", "title": "ARC Prize — ARC-AGI-3 Preview Agents results", "url": "https://arcprize.org/competitions/arc-agi-3-preview-agents" }, { "accessedAt": "2026-10-12T21:36:52Z", "id": "person-dries-smit-roster-0", "title": "ARC-2 public roster observation", "url": "https://arc.markbarney.net/api/kaggle/arc-prize-2026-arc-agi-2/board" } ], "teamIds": [ "15486995", "15499660" ], "visual": { "alt": "Dries Smit, from his ARC-AGI-3 Preview Hall of Fame card", "href": "/news/people/dries-smit", "src": "/news-images/people/dries-smit.webp" } } ] } }