NVIDIA agreed to acquire Hugging Face for $12.93 billion. ^[1] The confirmed deal involves a valuation of nearly $13 billion for Hugging Face. ^[2] Nvidia's equity investments reached $99 billion, a tenfold increase over the past year, according to the article. ^[3] Imran 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] Nvidia has become a leading global strategic tech backer, according to the article. ^[5] Imran 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] Imran 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] Imran Aftab suggests implementing shared retrieval and knowledge layers, setting guardrails on autonomous agent retries, and using AI FinOps dashboards for cost visibility. ^[8]