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Local AI Model Use Faces Scrutiny Over Sustainability and Ethics

Running AI models locally using tools like Ollama is questioned for its sustainability and ethical implications. Many smaller models are derived from larger ones, meaning their creation and updates are tied to the significant energy and resource consumption of large-scale AI development. The practice of distributed inference is viewed as a potential fallacy, as the infrastructure for these smaller models ultimately relies on the larger, centralized data centers. AI

IMPACT Raises questions about the environmental and ethical footprint of distributed AI inference, suggesting it's not a truly sustainable practice.

RANK_REASON The item is an opinion piece discussing the ethical and sustainability concerns of local AI model usage.

Read on Mastodon — fosstodon.org →

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Local AI Model Use Faces Scrutiny Over Sustainability and Ethics

COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Some people (ykw) say they use ollama to locally run # AI models as if that is a sustainable, ethical practice. Most (all?) of the small models are derivative o

    Some people (ykw) say they use ollama to locally run # AI models as if that is a sustainable, ethical practice. Most (all?) of the small models are derivative of much larger ones. Creation, and updating these is therefore linked directly to the water, energy, neocolonialism etc o…