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Researchers Wanted Preschool Teachers to Wear Cameras to Train AI

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Why This Matters

This controversy highlights the growing concerns over privacy and consent in AI research, especially involving vulnerable populations like children. It underscores the importance of transparent data collection practices and parental rights in the deployment of AI in educational settings. The incident serves as a cautionary tale for the tech industry on ethical AI development and the need for clear communication with stakeholders.

Key Takeaways

University of Washington researchers planned to have preschool teachers wear cameras that would record everything they saw from a first-person perspective, including the children they were teaching, then use that footage to develop AI models. Crucially, the program was presented as opt-out, rather than opt-in, meaning that parents had to take steps to prevent recordings of their children being processed by AI.

“With your permission, your child’s lead teacher may wear a small teacher-worn camera that captures the teacher's approximate first-person perspective, and/or we may place a fixed video camera in the classroom,” a document given to parents and later shared with 404 Media reads. “These videos simply capture the normal interactions between teachers and children during regular classroom activities. Recordings occur during morning program hours up to 150 minutes, up to 4 visits in one month. Your child will not be asked to do anything new or different. Their daily routine will stay exactly the same.”

404 Media has repeatedly covered how AI is permeating through education. That includes students using AI themselves, and even the creation of entire AI-powered schools . Now, the University of Washington research shows how AI data collection is pushing into early childhood education too.

💡 Do you know anything else about how researchers are using AI? I would love to hear from you. Using a non-work device, you can message me securely on Signal at joseph.404 or send me an email at [email protected].

Or, it would have, if parents didn’t revolt. After a backlash, the University of Washington told 404 Media it has now shelved the planned research.

“The goal of this study is to better understand children’s everyday learning experiences and to develop Al tools that can help assess classroom interaction quality,” the document says. The research was being led by Dr. Gail Joseph and the Cultivate Learning team at the University of Washington, it says. Joseph’s work focuses on early childhood education .

The document says that this collected footage would have been used to “develop and evaluate AI models for assessing classroom interaction quality.” That includes human reviewers watching and annotating the videos, with that data then improving AI models. “AI tools will also analyze the same recordings to generate codes and justifications,” the document reads. The document doesn’t name any specific AI providers, but says, “Video data may be processed using cloud-based AI services.”

Photos of the notice given to parents. Image: 404 Media.

Only the research teams would have used the annotated videos to train “secure, private AI models.”

Teachers were to be given a “written observation summary,” it adds. The researchers say the footage and audio may have been used in academic papers or for conferences, but the researchers planned to blur faces and edit out names “whenever possible.”

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