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纪 · 收藏札记

这里整理关于历史、鉴识、收藏与技术的文章,也另设市场札记,记录具体材料与观察。写作重在说明问题、依据和尚存的疑点,不把一次成交当作普遍结论。文章保留现有的日期与语言,引用材料则随正文列出,让阅读可以回到依据本身。

市场札记

市场札记

乾隆官窑瓷器:2025年市场报告

Qianlong imperial porcelain dominated the 2025 auction season. With 14 lots exceeding $1 million at major houses, we analyse what drove the surge and which categories offer the best value entering 2026.

· 英文原文 · 约2分钟

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鉴识

如何读懂瓷器款识

A reign mark is the first thing collectors examine — and the first thing forgers fake. Learn to decode the standard six-character format, recognise period calligraphy styles, and avoid the most common traps.

· 英文原文 · 约3分钟

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技术与工具

人工智能如何改变瓷器估价

Machine learning models trained on 140,000 auction records can now estimate hammer prices with median accuracy within 30%. But AI valuation has hard limits — and knowing those limits is as important as knowing the capabilities.

· 英文原文 · 约5分钟

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