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      <news:title>AI hardware startup Natura unveils Interface, a $99 smart ring that connects to AI agents and apps, including Muse, Instinct, Claude, Grokbot, and ChatGPT (Aisha Malik/TechCrunch)</news:title>
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      <news:title>Gallatin AI, which uses AI to digitize and streamline military logistics data, raised a $50M Series A, bringing its total funding to $70M (Colin Demarest/Axios)</news:title>
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      <news:title>European venture funding rose 77% YoY to $25B in Q3, the region's strongest funding quarter in four years, representing 16% of global VC and led by AI startups (Gené Teare/Crunchbase News)</news:title>
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      <news:title>Google Cloud unveils the Gemini agent to handle multi-day enterprise workflows across Workspace, Microsoft 365, and Slack, with support for multiple AI models (Carl Franzen/VentureBeat)</news:title>
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      <news:title>AI retail trading agent startup Catalyst raised a $30M seed led by Sequoia and says a pilot generated hundreds of millions in trading volume over two weeks (Allie Garfinkle/Fortune)</news:title>
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      <news:title>Analysis: planned and active data center investments in Finland surpass €67B, driven by AI demand, cool climate conditions, and renewable energy access (Kirsi Heikel/Bloomberg)</news:title>
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      <news:title>Manus' parent Butterfly Effect says it raised $500M+, led by Boyu Capital and IDG Capital, in its first funding since Meta was forced to unwind its Manus buyout (Anniek Bao/CNBC)</news:title>
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      <news:title>Filing: Shanghai-based AI chipmaker Biren raises ~$515M in a new share sale; Biren's Hong Kong-listed stock is down 50%+ from a June peak but up ~70% YTD (Bloomberg)</news:title>
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      <news:title>Sources: Isomorphic Labs, an AI drug discovery startup spun out of Google DeepMind, is in early talks to raise funds at a valuation of at least $40B (Bloomberg)</news:title>
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      <news:title>OpenRouter: the share of business spending between OpenAI and Anthropic models was roughly even in September, vs. Anthropic commanding a 75% share in January (Angel Au-Yeung/Wall Street Journal)</news:title>
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      <news:title>Keyu Tian, a former ByteDance intern, raised ~$30M from 5Y and IDG for his unnamed AI lab that focuses on building world models, at a $200M post-money valuation (Bloomberg)</news:title>
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      <news:title>Port of the TypeScript compiler, checker and lsp to Rust, by LLM</news:title>
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      <news:title>Mecka, which collects human motion data to train humanoid robots, raised a $60M Series B led by Sequoia, with participation from Nvidia, M12, and others (Marina Temkin/TechCrunch)</news:title>
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      <news:title>Samsung reports preliminary Q3 operating profit up 782% YoY to ~$80.1B, vs. ~$81.2B est., and revenue up 127% to ~$145.7B, lower than expected (Yoolim Lee/Bloomberg)</news:title>
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      <news:title>Composing What Each Teacher Learned: Multi-Teacher On-Policy Distillation through Teacher-Relative Shifts</news:title>
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