How Much is AI Strategy Worth?

In this new AI gold rush, the scarcest resource isn’t compute. It’s not data. It’s not even talent. It’s clarity. But not just tactical clarity, like writing of clear technical specs. What’s critical is strategic, context-rich clarity—the ability to see the terrain ahead, not just the tools in your hand.

Even tech titans are learning this the hard way.

Take Meta.

Mark Zuckerberg reportedly has offered $100 million signing bonuses–what sports stars are accustomed to getting—to recruit a top AI engineers. But that's just the engineering talent. To get someone capable of guiding the company’s internal AI strategy, they shelled out $14.3 billion. To convince the CEO of Scale AI to lead Meta's AI effort, they didn't just buy a company... they had to pay this stratospheric sum for a 49% minority interest in the CEO's company.

Here’s the deeper truth: If AI still feels like a mystery to you, it’s because you don’t need to hire another engineer. You need an AI strategist, which is more like finding a techno-shaman. Now let's talk about why these emerging leaders are essentially shamans.

We are Entering an AI Ice Age

The “climate” of business is changing—faster than any boardroom can plan for. Old strategy cycles are gone. Long product roadmaps? Outdated. Rigid hierarchies? Glacial.

What’s coming is a landscape of extreme volatility—where only the adaptive, the aligned, and the awake will survive. Algorithms are evolving faster than human learning curves. Welcome to the AI Ice Age.

So what's a shaman? In indigenous and tribal cultures, shamans serve as intermediaries between the physical and spirit worlds, to offer visions, divine the future, and guide individuals and communities. In this case, techno-shamans serve as intermediaries between the traditional and AI worlds, to offer visions and divine the future.

Therefore, these rare resources must understand not just how AI works, but how the world is about to work in the future. Someone who can read the data like yarrow sticks to lead your tribe to a warmer home. Someone who can guide you through the whiteout of hype, the blizzards of jargon, and the crevasses of institutional inertia.

Zuckerberg gets this, and Meta has a decent track record for using acquisitions to transform Facebook. Consider his acquisition of Instagram for $1 billion that helped Facebook make the shift to mobile computing. That amount seemed astronomical then, but looks like a bargain today. He's using that playbook with AI, after failing to take pole position internally. The reality is that Meta's Llama offerings never topped the leaderboard on industry benchmarks consistently, and really was only useful in helping other competitors, like DeepSeek and Nvidia, to surpass them. Meta needed a techno-shaman and a new AI team that could win the AI wars, not just be a minor player.

Meta figured it out and is spending what it takes, because...

This isn’t transformation.
This is evolution under pressure.
Extreme speed. Extreme complexity. Extreme chaos.
Extreme consequences.

The Scale and Scope of Extreme Change

Historically, only 12% of the Fortune 500 from 1955 remained by 2015—a staggering 88% extinction rate, mostly due to failure to adapt.

But the pace of creative destruction is far more ruthless now. The average lifespan of an S&P 500 company has fallen from 35 years to just 12–15. McKinsey and Innosight predict that 75% of today’s S&P 500 will be replaced by 2030. That means only one in four companies may make it through this current AI wave. And the risk doesn’t stop at the corporate level. Nations that fail to prioritize AI will face economic and geopolitical decline.

Meanwhile, virtually every job on Earth will be either transformed—or terminated—by AI and robotics. This isn’t business as usual. It’s a species-level inflection point.

So ask yourself: Are you a woolly mammoth, staring at a warming world with the wrong instincts? Because the mammoths didn’t go extinct because they were weak. They just didn’t adapt fast enough.

In every Ice Age, survival favors a certain kind of being.

Not the biggest.
Not the fastest.
But the ones who see the shift, form tribes to move together, and choose to follow and respect the shaman who leads them.

This is why Zuckerberg offered so much money to find a shaman. Because what he was really looking for wasn’t just an AI czar. He was looking for someone who could divine the future and guide in a way that blends logic with an almost primal instinct about AI. Someone who could restore context for the company.

It is vital to remember that context is for kings. Context tells you where to place your bets. Context tells you which fires to keep burning. Contest tells you which frozen paths may still lead to spring.

So how much is strategic AI thinking actually worth? Right now, more than anything else.

You don’t just need an AI roadmap. You need a techno-shaman who can read the signs, cast the divining bones, and point toward the thaw. But perhaps more importantly, the tribe needs to overcome internal frictions to align on the future.

Because this isn’t about catching the next trend. It’s about surviving the next epoch—and helping humanity thrive within it. Otherwise, you risk become one who is unearthed decades from now, frozen mid-pivot, staring blankly into the snow.