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Google is rolling out Opal, a new experimental tool that lets users build AI-powered mini-apps with simple natural language prompts, no coding required.

Opal takes descriptions written in everyday language and automatically connects prompts, AI models, and other tools to turn them into working apps, displaying everything as a visual workflow.

Once an app is built, users can share it with others, who only need a Google account to use it. Opal is launching as a public beta in the US, with plans to develop the tool further based on feedback from the community.

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YouTube is rolling out an AI-powered age estimation system in the US that will try to determine users' ages based on factors like account activity and account lifespan—regardless of what users claim.

The new system is designed to identify teens who have registered as adults and automatically apply protection measures such as ad restrictions, screen time reminders, and content filters. The move comes as lawmakers ramp up pressure on big tech: More than a dozen states, including Texas, Utah, and Florida, have introduced or passed laws requiring age verification or parental consent for social media use.

YouTube's approach relies on technical solutions rather than requiring users to actively provide proof of age. The result is a balancing act between privacy, child safety, and business interests—one that will also have to contend with Europe's Digital Services Act, GDPR, and the EU AI Act.

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