Wayne Chi @iamwaynechi
CS Ph.D. at @SCSatCMU. Funded by @NDSEG Fellowship. Intern @arena. Editor at https://t.co/kBygvj9Puy. waynechi.com Santa Clara Joined July 2013-
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@itunpredictable Next event just serve this up!
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@zhaoheri With the pace you guys are improving, I have no doubt! Starting on the next evaluation already to prepare 😂
@sethkarten This is what success looks like bud
Muse Spark 1.2 is a frontier model for game development. It matches GPT-5.6-Sol, tying for third place. Earlier this year, Meta didn’t even have a model capable of making this leaderboard. A huge leap for the team—congrats on an amazing model!
@joaomviso @AIatMeta Not that unbelievable 😊
For context, this was evaluated on gamedevbench! Paper: arxiv.org/abs/2602.11103 Github: github.com/waynchi/gamede… Leaderboard: waynechi.com/gamedevbench/
@WrongNebula The benchmark is in godot, but it likely means it's very good at three js also!
@claireszhou Going to run muse spark 1.2 on gamedevbench soon! Let me know if you guys have ran this internally / want to see any more details.
@zhaoheri I'm going to run this on gamedevbench. Will share results. If you guys have run this internally please let me know. Thanks!
Game development is the next frontier. GameDevBench is the first step, but I'm very confident progress will be measured in some way related to game dev
We're starting to leave the territory where you'd test an LLM by e.g. "create an svg of pelican on a bicycle". As one idea to generalize it, I was interested what Opus 5 would do if I gave it the first paragraph of the Lord of the Rings, a 1M token budget (~$10) and asked for
The cost efficiency of Luna for computer-use is incredible
AutoEval is here!
Today we’re launching AutoEval: a new evaluation methodology that ranks models using reward models based on millions of real Arena user preferences. Highlights: - High-quality evaluation signals calibrated on real preference data - Strong alignment with live human evaluations -
Game development is solved everyone!!! Let's pack it up and go home
Opus 5 test with a first-person shooter prototype, one shot. Took like 1.5 hrs It not only created the entire game but also spawned bots to play in multiplayer. Flight mechanics may be under-tuned, but... It's easily the most powerful model of all time full stop.
@nico_laqua Fair enough. It was more a complaint of the other placements. Im sure Corgi will revolutionize insurance.
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