Chamath Palihapitiya just laid out the most important valuation question nobody on Wall Street wants to answer.
For 20 years, the Mag 7 won because they had the greatest business model ever invented, asset- ight software.
You write the code once, you sell it to a billion people, the marginal cost of the next customer is basically zero.
There is essentially no factories, no raw materials, no union workers, no physical infrastructure, just pure leverage, scale the revenue, barely scale the costs.
That's how you get 30x, 50x, 60x earnings multiples and the market was paying for compounding economics that had no natural ceiling.
But AI just blew that model up.
The hyperscalers, Amazon, Microsoft, Google, Meta are now projected to spend between $600 and $725 billion on capex in 2026 alone, up from $250 billion just two years ago.
That number is climbing, not plateauing and it's not just the chips and the data centers, it's the energy contracts underneath all of it.
When Microsoft re signed Three Mile Island, they locked in a 20 year forward purchase agreement at more than $100 per megawatt hour nearly double the prevailing spot rate of $60 for wind and solar in the same region.
That's a long term liability commitment baked into operating cash flows for two decades.
Here's where Chamath's math gets uncomfortable.
These five or six companies are now collectively spending so much that their capex has exceeded their free cash flow meaning they can no longer self fund growth from operations alone.
In 2025 alone, hyperscalers raised $108 billion in new debt and projections put the total debt issuance over the next few years at $1.5 trillion.
These are companies that, for two decades, were net cash accumulators and now they're going to the debt markets like everyone else with term loans, revolvers, and structured credit facilities.
That's Chamath's core point and it's a devastating one for anyone still modeling these companies the old way.
When a company is asset light, investors pay a premium for that lightness and the multiple reflects the belief that returns on capital will stay high indefinitely, because there's no heavy physical plant dragging them down.
But when Google starts looking like a utility locked into 20-year energy contracts, carrying hundreds of billions in debt, spending half its revenue on physical infrastructure, the rational multiple compresses.
You don't price a utility at 30x earnings, you price it at 12x.
His conclusion is that stop trying to value the hyperscalers themselves and follow the money instead.
A trillion dollars a year is flowing out of these companies into power companies, data center operators, chip manufacturers, cooling systems, fiber networks, rare earth metals.
The companies on the receiving end of that spending are already underpriced because the market is still staring at the senders while ignoring who's cashing the checks.
The asset-light era minted the most valuable companies in human history and the asset heavy era that's replacing it might be the best argument yet for owning everything around them instead.