The lag factor: Why the real AI boom hasn't even started yet | SpinGraph: Temporary headwinds
SpinGraph analysis of Yahoo Finance Fintech's The lag factor: Why the real AI boom hasn't even started yet story: temporary headwinds, The Cushion + The Stampe…
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The lag factor: Why the real AI boom hasn't even started yet - finance.yahoo.com
lag factor, AI adoption, productivity paradox
AI's economic impact is delayed by organizational inertia, integration complexity, and infrastructure readiness. Current AI deployments are 'pre-boom' — foundational but not yet yield measurable ROI at scale. The 'real boom' awaits convergence of technical maturity, workforce adaptation, and process redesign.
Emphasizes inevitability and natural timing while minimizing accountability for slow ROI, lack of standardized measurement, or vendor-specific delivery gaps.
AI progress is governed by objective, systemic timing — not execution quality, strategic misalignment, or technical limitations.
Experts say the real AI boom hasn't started yet due to a 'lag factor' — widespread impact is still 12–18 months away.
No mention of sector-specific variation in lag (e.g., finance vs. manufacturing), no attribution to specific AI models or tools causing delay, no discussion of alternative explanations like poor use-case selection.
Combines vague temporal authority ('lag factor') with inevitability framing ('hasn't even started yet') to create urgency without accountability. The claim feels larger than warranted because it implies a unified, predictable macro-trend — while offering zero evidence of timing consistency across industries, technologies, or geographies, and sidestepping the possibility that 'boom' may never arrive in the promised form.
The real AI boom hasn't even started yet.
The lag factor: Why the real AI boom hasn't even started yet
Extracted statistics from the source narrative
Timeframe cited for AI-driven productivity gains to materialize in enterprise operations