AI

Will AI Replace the Crowd?

The article discusses the integration of generative AI tools in crowdsourcing, particularly for data annotation. While GenAI may change the nature of crowd work, human oversight remains crucial to ensure quality, diversity, and to mitigate risks associated with 'AI training AI'.
Staff
Staff
1 min read

🤔 Crowdsourcing vs. AI-Sourcing: Can GenAI replace human annotation? As AI tools advance, how will the balance of human-AI collaboration evolve? Explore the future of data annotation. #AIFuture #Crowdsourcing #GenAI

  1. Generative AI tools like LLMs may disrupt traditional crowdsourcing but cannot entirely replace the need for human oversight to maintain quality and diversity.
  2. Platforms and requesters should promote responsible use of GenAI, incorporating it into tasks, while also training workers on its effective use.
  3. Human-AI collaboration is envisaged, with humans shifting towards roles as auditors, ensuring AI-generated annotations are accurate and unbiased.

Source: Evgenia Christoforou, ACM: Artificial Intelligence: Crowdsourcing or AI-Sourcing?.

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