POPin

Help Google create AI that understands your language and culture. Make your favorite apps and services even more useful and delightful for your community. Crowdsource is a fun, easy way for you to use your own abilities to contribute to the building blocks of Artificial Intelligence (AI). This helps us make the Google products that you love even better for your language, region, and culture. Answers from you and millions of others around the world are used in machine learning-based products, making them work well for the diversity of the global population. Answer simple questions, earn badges, and level up. Connect with contributors around the world and improve Google products for everyone. AI learns skills by studying vast numbers of examples. The more examples it has for your language, region, or culture, the better it gets for you and everybody in your community. You bring your own unique background, experiences, and perspectives to Crowdsource.

Amazon Mechanical Turk (MTurk) is a crowdsourcing marketplace that makes it easier for individuals and businesses to outsource their processes and jobs to a distributed workforce who can perform these tasks virtually. This could include anything from conducting simple data validation and research to more subjective tasks like survey participation, content moderation, and more. MTurk enables companies to harness the collective intelligence, skills, and insights from a global workforce to streamline business processes, augment data collection and analysis, and accelerate machine learning development. While technology continues to improve, there are still many things that human beings can do much more effectively than computers, such as moderating content, performing data deduplication, or research. Traditionally, tasks like this have been accomplished by hiring a large temporary workforce, which is time consuming, expensive and difficult to scale, or have gone undone.