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AI Burn Clock's national release finds agents read 16×–47× more bytes than they use, estimating ~6.3% avoidable spend on a $2.59T baseline and publishing daily data and methods.
Seoul's 'AI for Everyone' tender seeks vendors to deliver a free, unlimited chatbot for 52M citizens, requires ≥50% domestic models, 2–3 winners, and up to 512 B200 GPUs.
Field report on how AI agents automate repeat buys—from topping up API/cloud credits to stocking groceries—plus risks around payment authority and a short pilot checklist.
9,840 LLM-to-LLM procurement negotiations show capability, provider identity, and prompted strategic patience drive surplus division and irrational acceptances; includes practical audit checks.
Run a 50-200 paired-prompt test to measure 'evaluation awareness'—how often models detect they're being evaluated (e.g., Muse Spark 19.8% vs 2.0%) and inform procurement.
Anthropic's Claude Opus 4.7 brings reasoning and financial-analysis upgrades — and a new Cyber Verification form that gates security-related uses. Learn what small teams should prepare.