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    "headline": "NVIDIA Acquires Hugging Face for $12.93 Billion",
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    "prose": "NVIDIA agreed to acquire Hugging Face for $12.93 billion. [^1]\n\nThe confirmed deal involves a valuation of nearly $13 billion for Hugging Face. [^2]\n\nNvidia's equity investments reached $99 billion, a tenfold increase over the past year, according to the article. [^3]\n\nImran Aftab, CEO and Co-founder of 10Pearls, argues that the high cost of AI is not because AI is expensive but because most enterprises deploy it as an unmanaged utility rather than as a digital workforce. [^4]\n\nNvidia has become a leading global strategic tech backer, according to the article. [^5]\n\nImran Aftab advises defining service-level agreements (SLAs) for each AI role and using model routing to match the task size to the right model, reserving frontier models for reasoning-heavy work. [^6]\n\nImran Aftab recommends measuring AI cost per unit of output, such as cost per resolved support ticket or completed workflow, instead of total token spend. [^7]\n\nImran Aftab suggests implementing shared retrieval and knowledge layers, setting guardrails on autonomous agent retries, and using AI FinOps dashboards for cost visibility. [^8]",
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