Four AI takeaways from Microsoft's Satya Nadella at WEF today. While Nadella speaks consummate corporate, rarely saying anything, he was more candid this time.
1. AI is a commodity input, not a differentiated product
“GDP growth in any place will be directly correlated… to tokens per dollar per watt."
He repeatedly framed tokens in terms of “tokens per dollar per watt.” That is not sexy marketing language. That is a commodity's cost curve. AI is being reduced to an economic input whose value is determined by energy, infrastructure, and efficiency. That puts it closer to electricity or compute than to software platforms. Once you accept that framing, many current AI narratives stop making sense.
2. Token prices are falling even faster than people are modeling
"And by the way, look at the token pricing, right? Token pricing basically drops by, you know, a half every three months.”
The claim that token prices are dropping by roughly half on a very short cycle should be startling. Extreme deflation changes behavior. It pulls demand forward, encourages overbuilding, and shortens the useful life of capital. It also means today’s impressive revenue numbers can coexist with tomorrow’s margin compression.
If tokens are collapsing in price this fast, then any business model that depends on sustained scarcity at the model layer is fragile. As I explained last week on a trip to New York, volume has to explode, or value has to move elsewhere.
3. Benefits are still flowing mainly to tech firms — and that’s a warning sign
“A telltale sign of if it’s a bubble would be if all we are talking about are the tech firms.”