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A discussion about whether AI agents should be given their own spending budgets, such as a monthly cap to call paid specialist APIs, versus hardcoding vendor access. Asks practitioners for real-world experiences and failure modes.
Nexilume Research 技术报告提出 TokenBank，为 AI 服务构建金融基础设施，通过结构化合约支持服务消费权、API 价格差结算（远期）、未来服务收入融资及故障赔付，并在 899,441 次 API 请求回放上进行评估。
LEGIT is a credentialing protocol for trustworthy AI agent marketplaces that connects certification, reputation, and marketplace allocation to enable verifiable quality assessment of AI agents.
The article analyzes a series of chaotic pricing and plan adjustments by Anthropic, OpenAI, and GitHub in April, attributing them to the struggle of aligning legacy subscription models with new, high-cost agent usage patterns.