Unverified50% confidenceFactExact time
Simon Willison used the Quinn 3.8 (27B-parameter) model on a laptop and, reading only the raw weights without external tools, successfully identified three games—Pac-Man, Pong and Breakout—taking about an hour of inference per game.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/4/2026
First Seen
Valid until: 2/2/2027
Sources
Related Entities
Related Claims
UnverifiedSimon Willison used a free Qwen model running on a laptop (27 billion parameters, file about 17GB) to reproduce the experiment of "identifying what game a small network is playing from its weights alone"; Qwen got three of four right (Pac-Man, Pong and Breakout), misjudged Freeway as a Pac-Man-like grid game, and each correct answer took from 46 minutes to over an hour.77% similarUnverified智能体工程的三种自主运行级别为：提示（Prompt，约10分钟完成）、规格（Spec，可运行数小时）、长周期运行（Long-running，可运行长达四天）62% similarUnverified对于内容审核这种需要实时检查每次交互的场景，3B模型的单次推理通常可控制在50-100毫秒以内，而百亿级模型可能需要数百毫秒61% similar
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