Scale AI: From data labeling outsourcing Diagram

失败与踩坑

• The rise of large models led to market s…
• Early reliance on the autonomous driving…
• Expert-level data services are extremely…

关键成功要素

• Delivering labeling results via engineer…
• Establishing irreplaceable
• Pivoting early to RLHF and expert data s…
• Deeply binding with top-tier AI clients …

经验教训

• Seemingly low-end labeling services can …
• Over-reliance on a single client industr…
• When technological paradigms shift
• Government and defense clients may have …

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