Author of "Intelligence Per Watt: Measuring Intelligence Efficiency of Local AI" on arXiv
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Local inference using small language models (≤20B parameters) can accurately answer 88.7% of real-world queries while achieving 5.3x improvement in intelligence-per-watt efficiency from 2023-2025, enabling meaningful redistribution of demand from centralized cloud infrastructure.
“Author of "Intelligence Per Watt: Measuring Intelligence Efficiency of Local AI" on arXiv”