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AI expansion continues as enterprises ramp up model deployment and server upgrades
AI demand rose as enterprises boosted compute spending and startups secured fresh capital for infrastructure, tooling, and next-generation model systems.
Several cloud providers reported significant year end demand for AI-optimized GPU instances. New funding rounds flowed into model-security frameworks, operational tooling, and physics informed AI models.