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投资者削减对亚洲芯片股押注，多家机构对涨势可持续性发出警告
国际投资者正减少对亚洲芯片主要制造商台积电、SK海力士、三星电子的公司的押注。富达国际、贝莱德等机构纷纷对其涨势的可持续性表示担忧。有分析称，指数集中度加剧、以及对相关股票的杠杆性押注不断增多放大了股价波动。（财联社）
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Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability
用开源小语言模型测量医患共享决策，精准评估隐私与可持续性优势。
arXiv:2607.06127v1 Announce Type: new Abstract: We present LLM4SDM, the first study of open-source smaller language models (OS-sLLMs) for automated as…
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Why current LLM costs are not sustainable
花54美元修50个文件？LLM成本狂飙让微软、Salesforce紧急喊停，这笔账算不清迟早要崩
Article URL: https://aditya.patadia.org/p/ai-and-cloud-costs Comments URL: https://news.ycombinator.com/item?id=48683588 Points: 4 # Comments: 0
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How to burst the AI bubble: Strike at its roots
AI泡沫的命门在于高昂的基础模型和数据中心成本，投资退潮后将加速行业洗牌。
Sci-fi author/tech journalist Cory Doctorow on his new book, The Reverse Centaur's Guide to Life After AI .
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Sustainability assessment using multimodal AI agents
多模态AI智能体协同工作，让可持续性评估更高效精准，这是AI落地环保的新思路。
arXiv:2507.17012v2 Announce Type: replace Abstract: Reducing the rapidly growing environmental impact of the computing industry requires assessing the…
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The Environmental Cost of LLMs in AIED: Reporting and Practices
探讨大语言模型在教育中的环境代价，揭示当前报告与实践的不足
arXiv:2606.11215v1 Announce Type: cross Abstract: Large Language Model (LLM) usage in recent years has become increasingly widespread in the Artificia…
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Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching
用语义缓存嵌套学习结合Agentic AI，巧妙缓解大模型幻觉并兼顾可持续性
arXiv:2605.29055v1 Announce Type: new Abstract: Hallucination remains a major reliability barrier for production LLM systems, particularly in multi-ag…
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OccuReward: LLM-Guided Occupant-Centric Reward Shaping for Demographic Equity in Grid-Interactive Buildings
用大语言模型指导奖励函数设计，提升电网交互建筑中的群体公平性，兼顾效率与伦理
arXiv:2605.28168v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated promising capability in generating reward functions for…
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AI Model Inflation: The Unsustainable Subsidy
三大AI巨头定价策略迥异：补贴红利还能持续多久？
Article URL: https://tomtunguz.com/ai-model-inflation/ Comments URL: https://news.ycombinator.com/item?id=48231614 Points: 3 # Comments: 0
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Sustainability via LLM Right-sizing
评估11款专有模型，揭示何时小模型更优，兼顾可持续性与成本效益
arXiv:2504.13217v3 Announce Type: replace Abstract: Large language models (LLMs) have become increasingly embedded in organizational workflows. This h…