按照产品特性和用途，钢铁可以分为普钢和特种钢两大类。普钢产量占全行业八成以上，广泛应用于地产、基建、普通机械等领域。特种钢则更注重材料性能，用于汽车、能源电力、高端装备等对品质要求更高的行业。
大模型研发如同现代科学实验，需要高度协同、资源集中、且允许失败的小团队“特战队”模式。
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I wanted to test this claim with SAT problems. Why SAT? Because solving SAT problems require applying very few rules consistently. The principle stays the same even if you have millions of variables or just a couple. So if you know how to reason properly any SAT instances is solvable given enough time. Also, it's easy to generate completely random SAT problems that make it less likely for LLM to solve the problem based on pure pattern recognition. Therefore, I think it is a good problem type to test whether LLMs can generalize basic rules beyond their training data.
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