The ascent of machine learning, especially large language models (LLMs), comes with exorbitant infrastructure costs, making it almost unfeasible for individuals to run such programs independently. Amazon, Azure, and Google Cloud dominate with over 60% market share. This concentration challenges the decentralized essence of the internet, potentially impacting innovation, quality, and freedom.
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