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Mechanical Turk

All articles tagged with #mechanical turk

artificial-intelligence2 years ago

The Intersection of AI and Humanity: Opportunities and Risks.

The use of AI-generated text tools is being challenged as researchers discover that Mechanical Turk workers, who are supposed to be human workers doing tasks that machines can’t do, are reportedly using AI tools themselves. This poses a challenge in evaluating training data, as the text generated by these workers is meant to be used as the rubric that AI-generating text tools are measured against. Meanwhile, startups are continuing to invest in AI, with Amazon's AWS launching a $100 million program to fund generative AI initiatives. In other news, the transportation industry saw a breakthrough in battery manufacturing, while the fintech industry continues to attract investment. On the security front, startups are trying to help tackle the problem of malicious hacking, but VCs are not queuing around the block to fund the current generation of cybersecurity companies.

artificial-intelligence2 years ago

The Dangers of AI Learning from AI and Machine-Generated Data.

Researchers at Swiss university EPFL found that a significant number of distributed crowd workers on Amazon's Mechanical Turk service cheated by using AI tools to complete tasks. This could have serious repercussions as product managers who choose to use Mechanical Turk over a machine-generated solution are relying on humans being better at something than robots. The researchers created a methodology for figuring out whether text-based content was created by a human or a machine, as distinguishing between the two is difficult for both machine learning models and humans alike.