Forbes April 26, 2025
The fast-paced world of AI is never short on headlines. Last November, for instance, Cerebras claimed to have built the fastest AI inference chip in the world. This April, OpenAI launched what it called a new “giant” and “expensive” model that “feels like you’re talking to a thoughtful person.”
Yet, beneath the noise, something is unfolding inside enterprise teams.
While many CEOs are talking up their fine-tuned copilots, multimodal marvels and big money investments, engineers — often deep in data trenches where AI actually lives or dies — are watching their dashboards light up: query times spike, pipelines clog and models stall.
The generative AI boom has sparked a race to scale larger models, with OpenAI CEO Sam...
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