AI Hardware & Chips: Daily News · 30 Sep 2026 · 5 min

755% Power Surge, AMD's $8.2B World Labs Bet & Nvidia's Record Buyback

U.S. data centre power demand is projected to surge 755% by 2029, creating a 57-gigawatt supply gap that reframes the entire AI infrastructure investment thesis. Plus: AMD acquires World Labs for $8.2B, Nvidia authorises a $150B buyback at its lowest valuation in a decade, and Samsung foundry sets its sights on TSMC.

AI Hardware & Chips: Daily News
Now Playing
755% Power Surge, AMD's $8.2B World Labs Bet & Nvidia's Record Buyback

Audio is available on Spreaker — see link below.

What's covered

The Power Wall Opens

The single most important shift in AI infrastructure right now isn't about chips. It's about electricity.

Listen now →

Gas Turbines Power AI Data Centers

The response from hyperscalers is already taking shape, and it's not waiting for the grid. Behind-the-meter gas generation, meaning power produced on-site rather than drawn from the utility grid, is projected to hit twenty-nine point six gigawatts by twenty thirty.

Listen now →

AMD's Eight Billion World Labs Bet

While the power story was developing, AMD made its largest strategic move in years. The company acquired World Labs in an all-stock deal valued at eight point two billion dollars.

Listen now →

Nvidia's Record Buyback at Lowest Valuation

Nvidia's management sent its own signal this week. The company announced a one hundred fifty billion dollar share buyback authorization, bringing total cumulative authorization to two hundred thirty-five billion dollars.

Listen now →

Samsung Foundry Targets TSMC's Position

Samsung's foundry division is targeting sixty-six percent of revenue from high-performance computing by twenty twenty-nine, up from twenty-eight percent today. The company's SF1.4 process node, at one point four nanometers, is slated for mass production that same year.

Listen now →

OpenAI Agents and the Thirty Billion Round

On the model and application side, OpenAI's DevDay this week launched Dots, its personal AI agent product, running on the GPT-6.1 Sol model with a safety framework called OpenShell. Dots is live for Pro and Business users in eligible markets.

Listen now →

Chapter summary auto-generated from the verified script. Listen to the full episode for the complete content.

More episodes

From AI Hardware & Chips: Daily News