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The next wave of AI winners

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By Callum Newman, Thursday, 03 July 2025

Hedge fund Coatue is putting their stake in the ground. They say AI is going to improve productivity and take down the US debt to GDP ratio. They think the Mag 7 will keep growing. But the next wave of big capital growth will come from different AI winners. The next wave of this tech is via AI “agents”. This could be big if we tee off similar tech breakout points…

All week we’ve been on the same mission: to tease out the implications from the AI supercycle hurtling towards us all.

Hedge fund Coatue is putting their stake in the ground. They say AI is going to improve productivity and take down the US debt to GDP ratio.

They think the Mag 7 will keep growing. But the next wave of big capital growth will come from different AI winners.

The next wave of this tech is via AI “agents”. This could be big if we tee off similar tech breakout points…

Fat Tail Investment Research

Source: Coatue

Think of any stock you hold, or know. The central question for any analyst is how its business model interacts with the AI supercycle.

This is not something you can dismiss lightly. Just as AI will be responsible for huge wealth creation, it could cause massive destruction too.

You only need to look at how the internet in general upended the staid world of many business models.

Even a fortress like Google is getting hits to the flank here.

Information consumers are beginning to default to ChatGPT and taking down Google’s stranglehold on search.

There will be, too, a middle ground where companies can integrate some of the benefits of AI but without capturing much upside.

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Perhaps Fat Tail is an example of this right now.

I get Claude or Perplexity to spell check my articles. A copy editor used to do it. Now the other editors and myself are incorporating AI into our research methodology.

That reminds me. Fund manager David Wanis wrote back in December 2024…

“As it applies to our own work, we have been experimenting with AI models and tools of various sorts during 2024 and are likely to put some to work in 2025. We are improving our understanding of technologies, how they are changing, and discovering real use cases this technology can provide – which was not available with prior technologies – on both sides of our investment process.

“The standard line when talking about AI is it won’t replace the need for human decision-making in the investment process.

“This may be true, but it may change the number of humans needed, how they spend their time, or the make-up of skills across an investment team. Or maybe it won’t.

“But AI technology itself is so transformative and advancing so quickly on both performance (improving) and cost (plummeting) that we believe priors and biases need to be continuously challenged.

It’s easier to see all this in action over in the US markets. It’s harder to glimpse in Australia.

It’s fair to say the richest hunting ground for AI beneficiaries is in the US markets.

That’s why we are so pumped to have US entrepreneur James Altucher with us here at Fat Tail.

James and I are already putting out AI beneficiary ideas to subscribers of Altucher’s Investment Network Australia. The results are great so far.

What can I say? Get involved here.

Best wishes,

Callum Newman Signature

Callum Newman,
Editor, Small-Cap Systems and Australian Small-Cap Investigator

All advice is general advice and has not taken into account your personal circumstances.

Please seek independent financial advice regarding your own situation, or if in doubt about the suitability of an investment.

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Callum Newman

Callum Newman is a real student of the markets. He’s been studying, writing about, and investing for more than 15 years. Between 2014 and 2016, he was mentored by the preeminent economist and author Phillip J Anderson. In 2015, he created The Newman Show Podcast, tapping into his network of contacts, including investing legend Jim Rogers, plus best-selling authors Jim Rickards, George Friedman, and Richard Maybury. He also launched Money Morning Trader, the popular service profiling the hottest stocks on the ASX each trading day.

Today, he helms the ultra-fast-paced stock trading service Small-Cap Systems and small-cap advisory Australian Small-Cap Investigator.

Callum’s Premium Subscriptions

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James Altucher’s Investment Network Australia
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Latest Articles

  • The next wave of AI winners
    By Callum Newman

    Hedge fund Coatue is putting their stake in the ground. They say AI is going to improve productivity and take down the US debt to GDP ratio. They think the Mag 7 will keep growing. But the next wave of big capital growth will come from different AI winners. The next wave of this tech is via AI “agents”. This could be big if we tee off similar tech breakout points…

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All advice is general in nature and has not taken into account your personal circumstances. Please seek independent financial advice regarding your own situation, or if in doubt about the suitability of an investment.

The value of any investment and the income derived from it can go down as well as up. Never invest more than you can afford to lose and keep in mind the ultimate risk is that you can lose whatever you’ve invested. While useful for detecting patterns, the past is not a guide to future performance. Some figures contained in our reports are forecasts and may not be a reliable indicator of future results. Any actual or potential gains in these reports may not include taxes, brokerage commissions, or associated fees.

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