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Applied AI·July 20, 2026·1 min read

Writer's AI harness cuts token spend nearly 40% — without sacrificing accuracy

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Cutting token spend ~40% without accuracy loss reframes AI infra as an optimization problem, not just a scale problem. If your LLM bill is material, you need an orchestration layer — routing, caching, and model selection — before you ask for more compute budget.