Scientists created an exam so broad, challenging and deeply rooted in expert human knowledge that current AI systems consistently fail it. “Humanity’s Last Exam” introduces 2,500 questions spanning mathematics, humanities, natural sciences, ancient languages and highly specialized subfields.

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Greyscale rendering is deliberate. Gupta et al. (2023, “GlyphNet”) found that greyscale outperforms colour for glyph comparison because extreme contrast preserves edge detail through resize. No image augmentation either: flipping or rotating characters creates unrealistic glyphs.

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反观中国,行业仍处于起步阶段。截至2025年底,全国登记有效游艇不足1万艘,即便加上未登记的小型船艇,总量也远无法与欧美相比。

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务实功,摸实情,求实效,第一步走得实,才能步步走得稳。正因如此,之江大地才有“一张蓝图绘到底”的韧劲,一任接着一任干。