Podcast: Nvidia Says the AI Boom Isn’t Over Yet

by Nucleus Wealth Team

September 2, 2026

In this week’s podcast, Nucleus Wealth’s Chief Investment Officer, Damien Klassen, examines what Nvidia’s latest earnings tell us about the AI boom — with record revenue, strong data centre demand, and another major upgrade to its outlook suggesting there’s still plenty of runway ahead. We unpack what’s driving the relentless AI spending, whether the pace of growth can continue, and what Nvidia’s results mean for investors wondering how much longer the boom can last.

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Key Talking Points

Nvidia’s results remain exceptionally strong: Revenue, data-centre demand, and profit growth show no clear sign that the AI boom is ending.
The AI boom is moving beyond chips: Power, data-centre capacity, financing, and available capital are becoming increasingly important bottlenecks.
Data-centre investment is still accelerating: Major hyperscalers are expected to significantly increase capital expenditure, despite growing concerns about saturation.
Power constraints are reshaping the industry: New data centres increasingly need to provide their own energy as grid capacity becomes limited.
AI hardware is becoming dramatically more efficient: New chips can produce far more tokens per unit of power, potentially expanding capacity faster than physical data-centre growth.
Current data-centre economics remain highly attractive: At today’s prices, operators can potentially recover construction costs within several years—or even less for higher-value services.
The key risk is future oversupply: If AI capacity grows faster than customer demand, GPU rental prices, utilisation, and profitability could fall sharply.
Agentic AI could create substantial new demand: AI systems that perform multi-step tasks may consume far more computing power than simple chatbot queries.
Financing is making the system more fragile: Debt, leases, vendor financing, and Nvidia-backed arrangements amplify returns during the boom but could worsen losses during a downturn.
Nvidia is becoming more than a chip supplier: Its ecosystem, financing activities, and partnerships give it a broader role in building and funding AI infrastructure.
There are still few signs that the boom is ending: Demand and profits remain strong, but the potential consequences of an eventual reversal are becoming larger.