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Global AI Spending Surges Toward $2.59 Trillion By 2026 As Enterprises Flood The Market But ROI Remains Elusive

Global AI Spending Surges Toward $2.59 Trillion By 2026 As Enterprises Flood The Market But ROI Remains Elusive

May 19, 2026
The Deep View

Global AI spending is surging toward $2.59 trillion by 2026 — a 47% year-over-year increase — as enterprises flood the market with agentic automation investments, but CIOs are struggling to prove ROI, with analysts warning that misalignment between AI initiatives and strategic business goals remains the critical obstacle.

Claude's Cache Has a Hidden 62.5-Minute Rule That Could Save or Cost You Thousands

Claude's Cache Has a Hidden 62.5-Minute Rule That Could Save or Cost You Thousands

May 18, 2026
Ryan Skidmore

Claude's prompt cache follows a hidden 62.5-minute break-even rule — refresh a cached prefix before expiry or pay full rewrite costs, a ratio-based threshold that scales into thousands of dollars for large, expensive models like Opus 4.7, while context compaction carries its own hidden costs requiring up to 65 future …

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