Binyuan Hui(@huybery)
Cool!! building games is a great way to test LLM. It covers reasoning, planning, coding, tool (lib) ...
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TL;DR · AI 摘要
构建游戏是测试LLM的多方面能力的有效方法，但当前缺乏标准化的基准测试。
核心要点
- 构建游戏可测试LLM的推理、规划、编码和多模态理解能力
- 社区尚未建立标准化的游戏开发基准测试体系
- Opus 5模型在1M token预算下可生成复杂内容
结构提纲
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思维导图
用一张图看清主题之间的关系。
查看大纲文本（无障碍 / 无 JS 友好）
- 测试LLM的游戏开发方法
- 测试维度
- 推理
- 规划
- 编码
- 多模态理解
- 当前问题
- 缺乏标准化基准
- 案例
- Opus 5实验
金句 / Highlights
值得收藏与分享的关键句。
构建游戏能全面测试LLM的推理、规划、编码等能力
社区尚未建立标准化的游戏开发基准测试体系
Opus 5模型在1M token预算下可生成复杂内容
#LLM#基准测试#游戏开发#多模态
打开原文Binyuan Hui on X: "Cool!! building games is a great way to test LLM. It covers reasoning, planning, coding, tool (lib) use, multimdal understanding, and more. But it seems like the community still lacks a standardized benchmark for building games?" / X
Binyuan Hui
@huybery
Cool!! building games is a great way to test LLM. It covers reasoning, planning, coding, tool (lib) use, multimdal understanding, and more. But it seems like the community still lacks a standardized benchmark for building games?
@karpathy
Aug 2
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
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1:44 AM · Aug 3, 2026
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