Designing a Scalable Crowdsourcing Platform
Summary: Describes CrowdFlower, scalable crowdsourcing turning millions of micro-tasks into a 24/7 data-labeling engine. Quality rests on gold standards, consensus and peer review; a channel marketplace enables cost–speed–quality tradeoffs with CML tooling. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Chris Van Pelt
- 2. Alex Sorokin
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