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国家统计局数据显示，2025年白酒产量为354.9万千升，同比下降12.1%。方正证券研究报告认为，这一水平已接近真实消费需求，产能优化接近合理区间。（文｜企业研究机构，作者｜苏启桃，编辑｜曹晟源）
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I had settled on two maximally orthogonal cognitive tasks, both with tiny outputs. My intuition was this: LLMs think one token at a time, so lets make the model really good at guessing just the next token. But things are never straightforward. Take LLM numbers…
2025-01-31 4:18 am
Although the reduction algorithm favors left-to-right binding, it systematically retreats from failed paths and continues exploring alternative reductions until a valid one is found. This isn’t parser-style backtracking — instead, it's a structured search that reduces adjacent operand pairs using available binding methods. In this case, the initial attempt to bind 2025 July succeeds, but the resulting intermediate expression cannot bind with 19, forcing the algorithm to retreat and try a different reduction. Binding July 19 succeeds, yielding a LocalMonthDay, which can then bind with 2025 to produce a LocalDate.