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Amazon Mechanical Turk
Figure Eight (Appen)
Amazon Mechanical Turk
Established brand recognition
large global worker pool
integrated with AWS ecosystem
cost-effective for simple tasks.
Perceived lower data quality for complex tasks
less emphasis on participant ethics/fair pay
limited advanced features for specific research.
Growing demand for human-in-the-loop AI
expansion into niche data collection areas
leveraging AWS AI/ML services integration.
Emergence of specialized data annotation platforms
increasing regulatory scrutiny on gig economy worker rights
negative perception regarding worker compensation.
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