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  1. Structural compute shortages and usage-based pricing are forcing enterprises to abandon unlimited experimentation in favor of strict ROI tracking.

    Impact: Reduces wasted capital, accelerates focus on high-value automation, and establishes sustainable unit economics for AI deployments.

    — from Navigating the AI Doom Cycle to Strategic Productivity · The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis· May 18, 2026