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COPY text format JSON corruption: PostgreSQL's COPY text protocol treats backslash as an escape character. If your bulk loader doesn't escape backslashes in JSON strings, \" becomes " and you get silently corrupted records. The record.json column is type text (not jsonb), so PostgreSQL won't catch this. We found ~66,000 corrupted records and had to repair them by re-fetching from the public API.
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微元合成创办人刘波在2025年8月接受采访时指出，酶设计与代谢网络优化等过程机理复杂，难以通过单一算法模型解决所有问题。公司已组建15-20人的人工智能研发团队，与国际顶尖算法实验室合作，依托实验验证体系进行模型性能测试。
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