Archive: https://archive.today/N63BY From the post: >>In the 1970s and 80s, computing moved from mainframes to personal computers. Not because PCs were more powerful, but because they became efficient enough for what people actually needed. AI is reaching a similar moment. In our recent Intelligence Per Watt study, we found that local language models and local accelerators can accurately service 88.7% of single-turn chat and reasoning queries at interactive latencies, with intelligence efficiency improving 5.3× from 2023 to 2025.