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Firefox Finally Delivers Tab Groups Feature

2 weeks 4 days ago
Firefox has launched its long-awaited tab groups feature, responding to the most upvoted request in Mozilla Connect's three-year history. The feature allows users to organize tabs by name or color through a drag-and-drop interface. Mozilla is now developing an AI-powered "smart tab groups" feature that automatically suggests organization based on open tabs. Unlike competitors, the company said, Firefox processes this data locally, keeping tab information on the user's device rather than sending it to cloud servers.

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Duolingo jumps aboard the 'AI-first' train, will phase out contractors

2 weeks 4 days ago
Luis von Ahn says small quality hits are a price worth paying to ride the wave

Duolingo has become the latest tech outfit to attempt to declare itself 'AI-first,' with CEO Luis von Ahn telling staff the biz hopes to gradually phase out contractors for work neural networks can take over.…

Brandon Vigliarolo

AI-Generated Code Creates Major Security Risk Through 'Package Hallucinations'

2 weeks 4 days ago
A new study [PDF] reveals AI-generated code frequently references non-existent third-party libraries, creating opportunities for supply-chain attacks. Researchers analyzed 576,000 code samples from 16 popular large language models and found 19.7% of package dependencies -- 440,445 in total -- were "hallucinated." These non-existent dependencies exacerbate dependency confusion attacks, where malicious packages with identical names to legitimate ones can infiltrate software. Open source models hallucinated at nearly 22%, compared to 5% for commercial models. "Once the attacker publishes a package under the hallucinated name, containing some malicious code, they rely on the model suggesting that name to unsuspecting users," said lead researcher Joseph Spracklen. Alarmingly, 43% of hallucinations repeated across multiple queries, making them predictable targets.

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