The AI Native Cloud Trap: How AWS, Azure & Google Lock You In

The AI Native Cloud Trap: How AWS, Azure & Google Lock You In

Cloud providers are quietly rebuilding their platforms around generative AI—and dragging you along for the ride. In this episode of Cloud Computing Insider, Dave breaks down how AWS, Azure, and Google Cloud are shifting from general‑purpose cloud to AI‑native cloud, where everything is optimized (and monetized) around GPUs, proprietary models, and tightly integrated AI services.

We'll look at why this is happening now, how it shows up in your architecture and your bill, and why "AI‑ready" often really means "AI‑locked‑in." From exploding inference costs to agentic AI baked into workflows, you'll see how the defaults are being stacked in the providers' favor.

But this isn't just a rant—we'll also explore your options. Do you lean into the hyperscalers' AI platforms, or start carving out room for AltClouds like private, sovereign, and MSP‑run clouds that aren't rebuilding everything around AI? How do you keep data, models, and architecture portable enough that you still have real choices in three years?

If you care about cloud costs, control, and long‑term flexibility, this is the AI/cloud conversation you actually need to hear.

Episoder(129)

Agentic AI Meets Enterprise Reality

Agentic AI Meets Enterprise Reality

Agentic AI is one of the most talked-about trends in enterprise AI, AI architecture, and digital transformation, but how much of it is real and how much is hype? In this video, David Linthicum explain...

23 Apr 13min

Why I'll Never Go Back to Big Consulting

Why I'll Never Go Back to Big Consulting

This video is a blunt critique of why I will never return to a big consulting firm. After years inside the machine, I came to see how far the industry has drifted from real client service and honest a...

20 Apr 14min

Did Cloud Providers Blacklist Me from Their Conferences?

Did Cloud Providers Blacklist Me from Their Conferences?

In this video, we take a hard look at the growing tension between independent cloud analysts and the hyperscaler machine. Why would one of the industry's most outspoken voices, David Linthicum, seem a...

16 Apr 15min

Is AWS Losing Its Throne to Microsoft, Google, and Neo Clouds?

Is AWS Losing Its Throne to Microsoft, Google, and Neo Clouds?

The cloud infrastructure market is buzzing with new developments. According to fresh data from Synergy Research Group, Amazon Web Services (AWS) is still the biggest player, but its dominance is slipp...

13 Apr 8min

The AI Promise Problem: Why Tech Leaders Lost Our Trust

The AI Promise Problem: Why Tech Leaders Lost Our Trust

In this compelling exposé, we pull back the curtain on the grand narratives spun by today's AI leaders—and reveal the dramatic gap between their promises and reality. With names like Sam Altman (OpenA...

9 Apr 14min

The AGI Lie: Why Big Tech Is Selling You a Fantasy

The AGI Lie: Why Big Tech Is Selling You a Fantasy

Everyone's talking about AGI—the idea that we're on the verge of creating an AI that can do anything a human can do, only faster and better. Tech billionaires are hyping it, headlines are breathless, ...

6 Apr 14min

How Grab YANKED 200 Macs Back On-Prem and Crushed Costs!

How Grab YANKED 200 Macs Back On-Prem and Crushed Costs!

Grab, Southeast Asia's leading super-app for ridesharing and food delivery, recently completed a transformative overhaul of its app-building infrastructure by moving more than 200 Mac Minis from the c...

30 Mar 12min

I Called RSA — Here's What I Got Right

I Called RSA — Here's What I Got Right

David Linthicum returns with a follow-up to his RSA predictions video—this time to see what actually happened at last week's RSA Conference and which calls held up under real-world scrutiny. Before th...

28 Mar 17min

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