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Reasoning Agents May Collude in Markets

Reasoning Agents May Collude in Markets

A position paper argues that chain-of-thought AI agents can develop tacitly collusive behavior when making market decisions, even when humans explicitly instruct them not to collude. Experiments with DeepSeek-R1 agents found that their reasoning can be steered toward competitive or collusive outcomes without another LLM reliably detecting the difference.

ArXiv AIResearch18h ago#agent-safety#market-governance
Oracle’s Billion-Dollar AI Gamble

Oracle’s Billion-Dollar AI Gamble

Oracle 創辦人 Larry Ellison 正把公司從高利潤軟體企業,轉型為重資產 AI 基礎設施供應商,押注 OpenAI 等客戶對 GPU 與資料中心算力的長期需求。文章分析,Oracle 已大幅增加資本支出、借款與長期租賃承諾,雖然雲基礎設施收入快速成長,但也面臨現金流、信用評級與客戶合約履行風險。

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