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"Toloka: Scalable Crowdsourcing Platform for Data Labeling and AI Training"

 Toloka is a crowdsourcing platform developed by Yandex that connects businesses and researchers with a distributed workforce to perform various microtasks. The platform allows companies to outsource tasks such as data labeling, content moderation, and information categorization, which are essential for training machine learning models, enhancing AI systems, or improving data sets. 



Toloka's workforce, commonly referred to as "Tolokers," spans across the globe and includes freelancers who complete these tasks in exchange for payment. The tasks are typically simple and require minimal skills, although some might necessitate specialized knowledge or language proficiency. Toloka is widely used in AI development, research projects, and by companies seeking efficient data processing.



One of the platform's strengths is its scalability; tasks can be completed rapidly due to the high volume of workers available. It also ensures quality by employing mechanisms like redundant task assignments and automated checks to reduce errors. Toloka provides opportunities for freelancers to earn money by contributing small but valuable amounts of work, while companies benefit from affordable, scalable solutions for handling their data-intensive needs.

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