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  1. Apr 2026
  2. blog.skypilot.co blog.skypilot.co
    https://blog.skypilot.co/research-driven-agents/
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    1. fxp007 16 Apr 2026
      Total cost: ~$29 ($20 in CPU VMs, $9 in API calls) over ~3 hours with 4 VMs.

      令人惊讶的是：仅花费29美元和3小时，AI代理就实现了显著的性能提升（x86上提升15.1%，ARM上提升5%）。这种低成本高效能的优化方式颠覆了传统认为高性能优化需要大量人力和时间的观念。

      surprising cost-effective ai-optimization
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    blog.skypilot.co/research-driven-agents/
  3. Oct 2025
  4. docs.google.com docs.google.com
    Annotations - Google Docs
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    1. goreln 06 Oct 2025

      Introduction: AI is now recently everywhere but we still need humans

      It’s been two years since ChatGPT became available to the public. Since then, artificial intelligence (AI) has taken every industry by storm, including marketing. A recent study by The Conference Board found that 87% of marketers have used AI or experimented with AI tools. The study also found that 68% of marketers use AI daily. However, even the most powerful AI models cannot be effective without human collaboration. While AI is reshaping the marketing landscape by optimizing processes and allowing marketers to access insights more easily, our industry’s success still depends on creativity and the human capacity for empathy in storytelling.
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    docs.google.com/document/d/12viPnfYWzkHhns9ec19nCk6Jri1plKmgeiAaIJeD6jA/edit
  5. Jul 2022
  6. www.oecd.org www.oecd.org
    CPDE-Final-study-report-EN.pdf
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    oecd.org/dac/evaluation/CPDE-Final-study-report-EN.pdf