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《华尔街日报》2026年6月8日报道，AI服务转向代币计费，导致企业预算管理困难。毕马威调查显示，仅26%公司能全面掌握AI成本，50%监管有限，22%完全缺乏透明度，只能被动获知账单。
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自动化解释性代理，提升AI模型透明度
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Xai
$1.4
Input tokens/M
$3.5
Output tokens/M
2k
Context Length
Anthropic
$105
$525
200
Google
$0.7
$2.8
1k
$7
$35
$2.1
$17.5
$21
Alibaba
-
Baidu
128
$6
$24
256
Bytedance
$1.2
$3.6
4
$2
$3.9
$15.2
64
AI辅助洞察代理是一个MCP代理，能将自然语言问题转化为准确、可解释、可复现的数据洞察。它通过自然语言接口翻译业务问题为SQL查询，提供解释性结果（包括查询语句、指标定义、数据质量），并确保分析的可重复性，旨在弥合业务问题与数据答案之间的鸿沟，提高数据分析效率和透明度。
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