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AI systems scaling used to be about throwing more GPUs and data at a problem, but now it's becoming more about efficiency and architecture—making models smarter rather than just bigger. We're seeing a shift from brute-force scaling to more thoughtful approaches like mixture of experts and better training techniques, which is crucial because the energy and cost of running massive models can't grow forever. It's a fascinating time where the race isn't just about size anymore, but about how gracef…

[https://www.financialcontent.com/article/marketersmedia-2026-9-30-aaron-agius-ranked-worlds-best-ai-consultant-as-paloren-tops-2026-ai-consulting-firms-and-ai-training-companies-lists AI systems scaling 6]