Chad GPT turned three years old this week. In today's tech check, our dear Debois is taking a look at the shift from disruptor to incumbent. Good morning, Dee.

Hey, good morning, Carl. So chat GPT, yes, it changed the world, but it also awoke a giant. If year one was about magic and disruption, year three is about math and scale. It's a game that the incumbents like Google, they were built to win. Now,

year one, let's call it the model era. The narrative was code red, chat GPT as the Google killer.

The moat was simple, who has the smartest chat bot, and the winner was a startup that could

move fastest and break things. But look at year three. That has changed. Google isn't dead. It's

approaching a $4 trillion market cap.

And the moat has moved. Gemini 3 is widening the performance gap over GPT5 in key areas.

The moat is now the hardware, the cloud, the distribution to billions of users.

Now, this is this high cost is also why the financing has changed. In the early days, innovation was funded by

VC checks and optimism. Today, it is debt and CAPEX. OpenAI's partners are piling up $100 billion

in debt, while Google is spending from a cash-rich balance sheet. Now, of course, all of that

industrial capital, it only matters if users are actually buying in. So the true validation of

this trillion dollar bet, it's user behavior. Look at this data from similar web. It shows a

critical shift. While ChatGBT BT still dominates raw volume, excuse me, the average user is now

spending more minutes per session on Gemini. So that is a stickiness flip.

It suggests that users aren't just searching anymore on Gemini.

They're using AI for deeper work.

Now, the momentum supports that.

ChatGBT's mobile growth is flattening while Gemini's app usage is going vertical

comparatively.

Now, this also underscores, guys, the danger in the AI trade going forward.

Investors, they have piled into Google as though this is a winner-take-all trade,

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