Wayne Chi

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@iamwaynechi

CS Ph.D. at @SCSatCMU. I work on evals, agents, game dev, and CUA. Funded by @NDSEG Fellowship. Intern @arena.

Santa Clara waynechi.com Joined July 2013

281 Following 1.1K Followers 605 Posts

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Wayne Chi @iamwaynechi Feb 13

New preprint alert 🚨
Can LLM agents develop video games?

We release GameDevBench, the first benchmark evaluating agentic game development in a game engine, Godot.

We also present two simple multimodal feedback mechanisms that lead to immediate performance gains.

/🧵

0:21

Wayne Chi @iamwaynechi 2d

It feels like game development becoming a benchmark of frontier capabilities was inevitable after all :)

Sholto Douglas Verified account @_sholtodouglas 2d

An arena FPS with portals - Fable 5.2 is the first model that passes my bar for seriously fun and beautiful games.
We have had a few fun evenings playtesting this against eachother at the office

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Wayne Chi @iamwaynechi Oct 30

Impressive work from impressive people! Amazing to see the culmination of all their hard work!

Yuda Song @yus167 Oct 30

Foundation models are trained in stages: pretraining, midtraining, and post-training. But is this separation fundamental?
We introduce unified training: a single algorithm for the full pipeline. This gives
⚙️ Simpler infrastructure
🔬 A framework for better science
(1/n)

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Wayne Chi @iamwaynechi Oct 29

Interactive artifacts -> games feels like the right path forward to me. I will be releasing research related to this soon 😊

Lovis Odin Verified account @OdinLovis Oct 28

Video2Game

Claude can't design very original little game on his own. So I let H3 Max on @fal generate the gameplay video first, and Claude turns it into a real game you can play in the browser: every image, 3D model and sound generated on fal, written in @threejs only.

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Wayne Chi @iamwaynechi Oct 16

revisiting my graphics and finding this in my drafts