Vitalik Praises Qwen for Parsing Willans' Formula in Under Three Minutes

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On-chain news broke on March 22, 2026, when Vitalik Buterin shared that Qwen 35B parsed the Willans formula in under three minutes. He noted the task used 15,000 tokens on his laptop and praised the model’s use of trigonometric functions to embed modular arithmetic. Crypto news platforms such as ChainThink highlighted its efficiency and technical approach.

ChainThink reports that on March 22, Vitalik posted: "I'm surprised that Qwen 35B can parse Willans' formula. (It took 15,000 tokens and less than three minutes on my laptop.) Anyway, the idea of 'hiding' modular arithmetic inside what appears to be smooth, simple elementary functions using trigonometry is really cool."

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