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Blockbuster debuts by two technology companies show Beijing encouraging its tech champions to raise money from domestic investors. The strategy aims to finance China’s artificial intelligence ambitions while reducing dependence on Wall Street.
Anthropic plans to let business customers retain data for its most capable AI models on their own cloud infrastructure. The planned safety system, expected later this year, would still require a 30-day retention period while moving storage control to customers.
Serval has made Catalyst generally available as an administrative super agent that discovers repetitive work and builds governed enterprise automations. It can also create background agents that monitor connected systems, identify emerging issues, and suggest fixes before employees submit tickets.
Tencent is aggressively expanding WorkBuddy through more than 2,000 agents, enterprise discounts, sales commissions, and standardized marketing scripts. The AI office market is shifting from model differentiation toward deployment services, human-heavy implementation, measurable ROI, and price competition.
Nokia is reportedly planning further layoffs, facility closures, and a major reduction of its mainland China operations, potentially retaining only limited after-sales services. The retreat is part of a global restructuring toward AI and cloud businesses, but it may reduce Nokia’s access to China’s large-scale 5G deployment data needed for AI-RAN and future 6G research.
Google reportedly bid $10 million for Spirit Airlines’ internal enterprise data, including approximately 100 million emails and 500 million Microsoft Teams messages, in a bankruptcy asset auction. The deal signals the emergence of a market for acquiring sanitized corporate communications and work records to train AI systems and enterprise agents.
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.
Researchers introduce an open-source benchmark separating olympiad geometry solving from accurate diagram construction. Across 954 problems, current foundation models achieved only a 36.14% average diagram compilation success rate, revealing a substantial gap between mathematical reasoning and faithful visual construction.
KnowledgeForge converts resolved ITSM incident tickets into new knowledge base articles and continuously curates existing content. Its multi-tenant, closed-loop pipeline uses Amazon Bedrock, Amazon S3 Vectors, and AWS Step Functions for deduplication, quality scoring, and content improvement.
ByteDance與美國電影協會MPA簽署備忘錄，將為Seedance、Seedream及TikTok、CapCut等產品建立生成內容的版權保護框架。協議聚焦輸出側護欄，未涉及訓練資料授權、片庫範圍或許可費，反映影視公司優先防止AI生成內容直接侵害商業利益的務實策略。