该片由 Meredith Alloway 执导,迪亚波罗·科蒂担任制片人,莉莉·莱因哈特、罗拉·董、维多利亚·佩德雷蒂、亚历山德拉·西普主。
代码里最“不明觉厉”的部分来了:
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At the same time, Dutch economic output or GDP per capita – relative to each person – remains both among the highest in Europe, and close to top of the OECD (Organisation for Economic Co-operation and Development) member states of developed economies.
Synthetic text-rich images expand coverage of long-tail visual formats that are underrepresented in real data but disproportionately impact reasoning accuracy, improving not only visual grounding but also downstream reasoning by ensuring that failures are less often caused by perceptual errors. We found that programmatically generated synthetic data is a useful augmentation to high-quality real datasets — not a replacement, but a scalable mechanism for strengthening both perception and reasoning that complements the training objectives in compact multimodal models such as Phi-4-reasoning-vision-15B.
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Фото: Dvids / Reuters
The honest answer: because it shouldn’t work and has never been done before. TeX has no arrays, no functions with return values, no convenient local variables or stack frames, no integers bigger than 2^{31}-1, no bitwise operations. Macro expansion can recurse, but you get no call stack and deep recursion quickly hits engine limits. What TeX does have is a Turing-complete macro expansion engine and, with e-TeX extensions (used by modern pdfTeX), up to 32,768 integer registers called \count. That turns out to be just barely enough to implement a chess engine.,更多细节参见新收录的资料