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AI is eroding entry-level positions across multiple industries, threatening the traditional career ladder for young professionals, LinkedIn's chief economic opportunity officer warned Monday. College graduate unemployment has risen 30% since September 2022, compared to 18% for workers overall, according to LinkedIn data. The company's research shows Generation Z workers expressing greater pessimism about their futures than any other age group. "Breaking first is the bottom rung of the career ladder," wrote Aneesh Raman in a New York Times column, citing examples across technology, law, and retail where AI is replacing tasks traditionally assigned to junior workers. A LinkedIn survey of 3,000 executives found 63% believe AI will eventually handle mundane entry-level tasks, with professionals holding advanced degrees likely facing greater disruption than those without. Some firms are adapting by redesigning roles. KPMG now assigns recent graduates tax work previously reserved for more experienced employees, while Macfarlanes has early-career lawyers interpreting complex contracts once handled by senior colleagues. Though economic uncertainty also impacts hiring, Raman warned that delayed career entry can cost young workers approximately $22,000 in earnings over a decade.

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Microsoft has announced NLWeb, an open protocol designed to democratize AI-powered search capabilities for websites and apps. Developed by Microsoft technical fellow Ramanathan V. Guha, who previously created RSS and Schema.org, NLWeb allows site owners to implement ChatGPT-style natural language search with minimal code. The protocol enables websites to process complex queries like "spicy and crunchy appetizers for Diwali" or "jackets warm enough for Quebec," requiring only an AI model, some code, and the site's own data. During his demonstration to news outlet The Verge, Guha showed how NLWeb remembers user preferences, such as dietary restrictions, for future interactions. "It's a protocol, and the protocol is a way of asking a natural-language question, and the answer comes back in structured form," explained Guha, who argues the approach is significantly cheaper than traditional search methods that require extensive web crawling and indexing. Microsoft is partnering with publishers and companies including TripAdvisor, Eventbrite, and Shopify to implement NLWeb, though Guha acknowledges the challenge of achieving widespread adoption in a web that historically tends toward centralization.

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Windows Subsystem for Linux (WSL) is now open source, Microsoft said Monday. The tool, which allows developers to run Linux distributions directly in Windows, is available for download, modification, and contribution. "We want Windows to be a great dev box," said Pavan Davuluri, corporate VP at Microsoft. "Having great WSL performance and capabilities" allows developers "to live in the Windows-native experience and take advantage of all they need in Linux." First launched in 2016 with an emulated Linux kernel, WSL switched to using the actual Linux kernel in 2019 with WSL 2, improving compatibility. The system has since gained support for GPUs, graphical applications, and systemd. Microsoft significantly refactored core Windows components to make WSL a standalone system before open sourcing it.

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