orange.ai(@oran_ge)
AI 行业发展到了新阶段 最近海内外都开始有一些反思的声音出现了： 1. model+harness才是产品（而不会吃掉一切） 2. 完全自动化就是在骗自己，珍贵的东西都无法完全自动化，离不开人的参与...
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TL;DR · AI Summary
AI行业进入新阶段，强调model+harness才是产品，完全自动化不可行，耐心成为新奢侈品，AI成本高ROI低。
Key Takeaways
- model+harness才是产品的关键
- 完全自动化无法实现，需人类参与
- 耐心在AI时代尤为重要
Outline
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- §引言
AI行业开始出现反思声音，标志着行业进入新阶段。
真正的AI产品应包括model和harness，而非仅依赖model。
完全自动化是不现实的，许多珍贵任务仍需人类参与。
在AI时代，耐心成为一种新的奢侈品，追求速度可能导致失败。
AI的成本很高，有时其ROI甚至不如人力投入。
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- AI行业发展新阶段
Highlights
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model+harness才是产品（而不会吃掉一切）
完全自动化就是在骗自己，珍贵的东西都无法完全自动化，离不开人的参与
慢工出细活的耐心，是AI时代的新奢侈品，欲速则不达，慢就是快
#AI#反思#自动化#ROI
Open original articleOrange AI on X: "The AI industry has reached a new stage. Recently, there have been some reflective voices both domestically and internationally:
- model+harness is the product (and it won't consume everything)
- Full automation is deceiving oneself; valuable things cannot be fully automated and require human involvement.
- The patience of slow and steady work is a new luxury in the AI era; rushing leads to failure, slowness is speed.
- The cost of AI is significant, and calculating ROI sometimes falls short compared to human efforts." / X
Orange AI on X: "The AI industry has reached a new stage. Recently, there have been some reflective voices both domestically and internationally:
- model+harness is the product (and it won't consume everything)
- Full automation is deceiving oneself; valuable things cannot be fully automated and require human involvement.
- The patience of slow and steady work is a new luxury in the AI era; rushing leads to failure, slowness is speed.
- The cost of AI is significant, and calculating ROI sometimes falls short compared to human efforts." / X
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The AI industry has reached a new stage. Recently, there have been some reflective voices both domestically and internationally:
- model+harness is the product (and it won't consume everything)
- Full automation is deceiving oneself; valuable things cannot be fully automated and require human involvement.
- The patience of slow and steady work is a new luxury in the AI era; rushing leads to failure, slowness is speed.
- The cost of AI is significant, and calculating ROI sometimes falls short compared to human efforts.
Last edited Opens edit history 10:05 PM · May 27, 2026
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