Fan of @arcprize

Storrs, CT
Joined January 2025
The ARC Daily Digest · Early edition | ARC3: Chen holds the lead; Semwal climbs 222 places into the top 100. ARC2: ảc reaches the provisional gold boundary as ARC Raiders slips outside. arc.markbarney.net/news/2026…
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The ARC Daily Digest · Late edition ARC-AGI-3: Yi-Chia Chen takes the ARC-AGI-3 lead from Tufa Labs ARC-AGI-2: Domdolus Tolus closes third as Ravi Teja Chilakala reaches the top ten arc.markbarney.net/news/2026…
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It really is an amazing time.
I'm not sure a lot of people understand what game coders actually do. We're not spending 9 hours a day finely hand crafting artisan software and expressing our inner dreams... 90% of the time we are fighting compilers and existing architecture, having to work out how undocumented code works, and tracking down obscure bugs and behavioural issues. Most of game programming is just difficult, tedious, laborious grunt work, and the cognitive load we have to endure to get anything done is tiring and frustrating. No game coder is doing it for this 90% of the job. We make games because the 10% that IS actually about making things fun and expressing ourselves is so incredibly rewarding it makes the other 90% bearable. Now imagine if there was a tool, some kind of AI agent maybe, which could do most of the 90% grunt work for you, leaving you to just make all the decisions and express your creativity. How amazing would that be. How completely revolutionary would that be.
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The ARC Daily Digest · Oct 25 update Chen takes the ARC3 lead: 71.48 to Tufa’s 68.91. Turducken holds third; the last dance rises to fourth. ARC2: Ravi climbs to ninth. New Valley scene, whole crew aboard. arc.markbarney.net/news/2026…
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Fresh back from the ARC event in Boston! ARC Weekly is Sunday, Oct 25, 6 PM UTC on Discord. Come chat the latest models, the latest news, or whatever’s on your mind. Y’all pull up a chair. discord.com/events/123718080…
🤖 Made with AI
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The ARC Daily Digest · Oct 24 Late edition ARC2’s gold line rises: Sakayori Lab slips outside without losing score. ARC3 closes with Chen 0.70 behind Tufa. arc.markbarney.net/news/2026…
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In between ARC stuff I’m fending off home invaders 🦃 and doing some fall cleanup today
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ARC Daily · Oct 24 afternoon Ravi Teja Chilakala surges from 32nd to 13th on ARC-2, gaining 13.47 since yesterday’s 6pm ET cutoff. ARC-3: Tufa Labs leads at 68.91, ahead of Yi-Chia Chen at 68.21. Public standings are provisional. arc.markbarney.net/news
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I will take that honorary PhD any time now. 😂
Gamers today click "Install," wait a little while, and then hit the "Play Game" button. Technical skill required: zero. Gamers in the 1990s needed a PhD in computer science, mastery of hardware and software configuration, willpower, patience, BIOS knowledge, boot disks, base memory management skills, and insane amounts of trial and error - just to run a single game. Show this to anyone under 35 and they'll think you were a wizard... and maybe you were!
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The ARC Daily Digest · Oct 24 Early edition ARC-3: Yi-Chia Chen closes on Tufa Labs; Turducken strengthens third. ARC-2: guoqin gu climbs to 13th as the provisional gold line rises. arc.markbarney.net/news/2026…
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Meeting the competition at MIT: Tufa’s Dries Smit, Son Pham, ARC3’s puzzle masters (who shall remain nameless), and Matt Mazur from ARC Prize. Great to meet everyone in person. Cybergear added afterward. (AI cartoon.) arc.markbarney.net/news#2026…
🤖 Made with AI
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ARC Daily · Oct 23 afternoon Junhua Yang gains 5.28 to reach 57th on ARC-2 since yesterday’s 6pm ET cutoff. Tufa Labs still leads both public boards: ARC-2 88.06; ARC-3 68.91. arc.markbarney.net/news
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BREAKING: Son Pham reports an ARC-AGI-3 scoring blackout: zero-score runs and teams relying on local estimates. Initial participant report; scope and cause unconfirmed. More details to follow. arc.markbarney.net/news#2026… @arcprize
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Mark Barney retweeted
If you have not spent the last 1.5 months with Astra or Opus 5.5 in daily dev you may have a skewed view of what their capabilities are based on social media reading. I'll break down why there is such a big wave happening in games as a result of these specific models, which are substantially better than what had come before. Coding a game requires an understanding of the language you are coding in, the structure of the code you want to write, the logic by which you lay down the code, the architecture it sits in, the components it connects to / affects, and if you are writing in an engine, the engine and its editor and plugins. Earlier this year some of these components- code structure and language- were good, but the LLMs lacked good logic, components, and editor understanding. Plus many of the systems lacked good MCP support; UE didn't add a lot of theirs until July, for example, and even then it required a lot of engine restarts. In just the last few months most of this had been fixed. Astra was the first model, launched in the second half of August, where I felt like it had the understanding of Unreal at the level of a mid-career programmer, but it blew away tokens faster than Scarface. Then we got Opus 5.5 in the second half of September and it had the capabilities of Astra 6.1 but at 1/5 the token cost, meaning I could go several days before hitting my weekly usage cap. Not only did the model properly understand how Unreal, Godot, Threejs and other systems worked, but the editors actually played nice with them. More importantly, the logic and structure of their code was nearing senior dev, and if you put it at the highest settings, could actually develop strong architectures, though it could still jump to wrong assumptions if it misunderstood you. Anyone complaining about bugs is probably misunderstanding an actual bug for incorrect logic. I find it very, very rarely makes standard bugs (like forgetting a character or putting the wrong string in, something that my best devs still do all the time). The logic issues will get better as time goes on and the models self correct. They will always be limited by an understanding of what you want to build, but they are superior at the speed by which they can code and test their own coded. Concurrent with this the recent models became excellent at Blender usage. This means they can adjust models and animation themselves, without you needing to do a lot of the legwork. This does not mean they are great at them yet; I find its animation quality to be at the level of a junior animator. It still lacks understanding of key body parts and smooth movement. But the path to getting there is clear and I suspect this will be solved within six months. They are also still bad at lighting and visual/gameplay fidelity feel. I suspect lighting it will get better at, I think gameplay feel may take a long time. These components combined are what has brought us to our current point.
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Railway outage is impacting the ARC Daily…
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The ARC Daily Digest · Early edition ARC-AGI-3: Tong Hui Kang reaches 20th, a whisker from ARC-3 gold ARC-AGI-2: Youssef Nader enters gold as guoqin gu fights back arc.markbarney.net/news/2026…
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The ARC Daily Digest · Late edition ARC-AGI-3: rellik13 leaps to 28th as ARC3’s leaders hold ARC-AGI-2: Majkel1337 takes fifth as ARC2’s chase reshuffles arc.markbarney.net/news/2026…
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