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Groq has raised $350 million in new funding, lifting its valuation to $3.5 billion and accelerating its transition from developing AI chips to operating a cloud infrastructure business based on Nvidia systems. The company aims to expand its operational capacity from 54 megawatts to more than 200 megawatts during 2027.