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AI INFRASTRUCTURE BOOM ENTERS RISKIER PHASE

AI DESK1 MIN READ
MON, AUG 17, 2026

■ AI-SUMMARIZED FROM 1 SOURCE ▸ TIMELINE

The surge in AI infrastructure spending is hitting physical-world constraints, signaling a transition into a more uncertain phase of development. Parnassus Investments CIO Todd Ahlsten says opportunities now extend beyond chips and data centers.

The explosive growth in AI buildout is colliding with real-world limits, creating both risks and opportunities beyond traditional infrastructure plays, according to Ahlsten. The shift marks a critical juncture for the AI industry. While early phases focused heavily on hardware and data center expansion, the next wave will require navigating resource scarcity, energy constraints, and supply chain complexities. Traditional software companies face particular pressure as AI reshapes economics. Seat-based licensing models used by Salesforce, Workday, and ServiceNow could face headwinds as AI alters how businesses calculate software value and deployment costs. Ahlsten identifies emerging opportunities in sectors beyond semiconductors and infrastructure as the industry matures. The pivot suggests investors should broaden their lens beyond chip manufacturers to capture longer-term AI-driven value creation across diverse industries.

■ SOURCES

Bloomberg Tech

■ SUMMARY WRITTEN BY AI FROM THE LINKS ABOVE

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