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Turba Labs has secured $52 million in funding to expand its capacity for AI computing, aiming to scale infrastructure without the traditional overhead of constructing new data centers. This move highlights a strategic shift toward optimizing existing hardware resources and potentially leveraging alternative deployment models to meet surging demand for model training and inference. The capital injection will directly address bottlenecks in compute availability that are critical for the advancement of large-scale AI systems.