Verified75% confidenceFactExact time
Professional annotation companies such as Scale AI and Surge AI provide higher-quality structured annotation services.
3
Sources
75%
Confidence
Long-term
Relevance
8/15/2026
First Seen
Sources
语言学家入局AI：LLM评估背后的人力真相
Related Claims
UnverifiedScale AI became a data supplier to leading AI laboratories through standardized data annotation services, serving as a precedent that ALIA can reference78% similarUnverifiedSurge AI focuses on high-quality crowdsourcing, while Labelbox and Appen provide platform-based tools77% similarUnverifiedScale AI and Surge AI are market leaders in the track of providing training data and environments for large models.76% similarUnverifiedSurge AI positions itself as a high-skill annotator talent network, focusing on tasks that require professional judgment.72% similarUnverifiedSpecialized annotation work is gradually migrating to professional data service companies such as Scale AI and Surge AI, and the crowdsourcing market is rapidly bifurcating from 'cheap general micro-tasks' toward 'professional high-quality annotation.'71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/751671API
curl https://kongchang.com/api/v1/knowledge/claims/751671MCP
get_claim(id=751671)