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ChatGPT-5 and the Art of Inference

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ChatGPT-5 and the Art of Inference

Kristin Orman, Research Director, The Oxford Club

Kristin Orman

By now, you've probably heard the buzz about ChatGPT-5. It's faster, sharper, more intuitive and it's already rewriting the rules of artificial intelligence.

But what you might not know is this: ChatGPT-5 isn't just a technological leap forward. It signals a much bigger shift in the AI ecosystem - from training to inference. And that shift is quietly turning into one of the biggest profit opportunities of the next decade.

Let me explain...

From Training to Doing

When OpenAI first launched ChatGPT, most of the focus and investment went into training these massive models. Training is the process of feeding data into the system, teaching it language, patterns, logic, and more. It's computationally intense, takes weeks (even months), and costs millions of dollars.

And that's where the money went. Nvidia (NVDA) cashed in big time by selling the high-powered GPUs needed to train large language models like ChatGPT-4.

But ChatGPT-5 is changing the game.

We're entering a new phase now where most of the value comes not from training - but from inference.

Inference is what happens after a model like ChatGPT is trained. It's the moment you ask it a question...and it answers. It's the process of running the model - not building it.

That's where SambaNova comes in.

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The Inference Infrastructure Opportunity

You've probably never heard of SambaNova... but you will.

While most AI companies are still chasing the training gold rush, SambaNova quietly pivoted towards inference earlier this year. The firm's systems are designed not just to train models, but to deploy them at scale. This deployment is efficient and high speed.

They're building the infrastructure of the AI future. That infrastructure is optimized not for yesterday's training tasks, but for tomorrow's real-time decision making.

SambaNova is positioning itself to be the "Intel Inside" the next AI supercycle.

The company has been funded by the who's who of institutional investors. And there are rumors swirling that an IPO could be taking place in the near future. If it happened, that event would open the door for individual investors to get in on one of the next great AI infrastructure plays.

The Start of the Next AI Supercycle

We're standing at the beginning of a new AI supercycle. A phase of rapid acceleration - not just in the technology itself, but in adoption, monetization, and investment has just begun.

In the past, these types of inflection points have produced extraordinary returns. Think about the early days of the internet, smartphones, or, most recently, cloud computing. The companies that saw the shift early and positioned themselves correctly, didn't just ride the wave...they owned it.

AI is going mainstream right now. And if you're looking to profit from it, this is the window to act.

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While SambaNova is an exciting name to watch - especially if they go public - there are a handful of AI companies trading right now that are primed for the new AI supercycle.

That's why Alex has just released a brand-new presentation.

In it, he explains...

  • Why the AI supercycle is just beginning
  • Which under-the-radar stocks are set to lead the next wave
  • And how to position your portfolio for maximum upside.

Alex has been ahead of the curve on countless tech trends over the years - from Amazon and Apple to Nvidia and Tesla. Now, he's sharing his insights on AI, just as the next phase of growth begins.

If you're serious about investing in the future - and want to do it before Wall Street catches on - you won't want to miss what he has to say.

Click here to watch Alex's presentation now.

ChatGPT-5 isn't just another version of ChatGPT. It's the first signal that we've crossed a major threshold in AI development from experimental tech to everyday utility.

And just like the shift from dial-up to broadband or flip phones to smartphones, these transitions don't just change technology...they change everything.

The companies that serve this new demand for faster, cheaper, scalable inference will be the ones that define the next era of AI.

Good investing,

Kristin

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