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AI could help create a dramatically better future. The world's leading AI companies believe they could be close to automating AI research. There is a real risk that capability development rapidly accelerates beyond researchers' ability to understand or control the resulting systems. Over a thousand employees from frontier AI companies have signed a statement requesting that the US government support an international effort to develop the technical and governance tools needed to deliberately pace the frontier of automated AI development.

Effective problem-solving in engineering requires the ability to think clearly and methodically, especially when faced with challenges that cannot be solved intuitively. Smart engineers often struggle when they encounter such problems, whereas strong engineers are able to systematically evaluate and address issues.

Filipino artist Elmer Saflor sued Memes Apps, alleging its AI meme generator sells subscriptions that reproduce his viral "Running Away Balloon" comic as an ad template without permission. Legal expert Eric Goldman notes precedent favors Saflor, since prior rulings suggest meme use in ads isn't fair use, though proving harm and targeting the generator rather than advertisers could complicate the case. Saflor seeks a court order halting the template's use and an accounting of ad profits, framing the suit as a broader push to protect creators' rights as AI platforms scale.