Jensen Huang was on a stage again yesterday, shaping the world's view on the state and path of AI.
Let's talk about this chart he showed …
These are stats measuring software developer activities in GitHub — the backbone infrastructure for global software.
Notice how all three green lines follow the same pattern. Each chart starts around the launch of ChatGPT (November of 2022). The slope in each has gotten progressively steeper along the way, and then goes vertical over the past few months.
Here's what Jensen said about it in his keynote address in Taiwan yesterday…
He said, 30 million software developers representing $3 trillion worth of salaries are now producing nearly three times as much output — "it's effectively $9 trillion of productivity from $3 trillion of salaries."
No coincidence, the vertical move in the charts align with the early February leap in model capabilities and the simultaneous launch of OpenClaw. It marked the arrival of the "ChatGPT moment of agentic AI" — when digital AI becomes a worker, operating autonomously.
With that, Jensen directly connected the explosion in software output to world GDP (to "$100 trillion+ of the world's industries").
Does this mean the economy is about to explode in size — three times bigger?
This would align with Elon's view. He's been saying for the past year that with humanoid robots, there will be “no meaningful limit to the size of the economy.”
If labor is no longer scarce … if every human can be matched with two or three autonomous robots doing physical work … then the economy’s productive capacity is virtually limitless.
So, if output is no longer restricted by labor, then productivity booms. And higher productivity means higher economic growth and a higher standard of living.
With all of that said, interestingly the San Francisco Fed updated its research on Total Factor Productivity on Friday. It didn't explode higher in Q1. It decelerated.
Why is GitHub showing a productivity boom, and the Fed showing deceleration?
Maybe a lag. Or maybe autonomous AI doesn't become a broad productivity enhancer for the global economy until the brain of digital AI moves into physical AI (to humanoid robots).
If Jensen is right, the GitHub chart is the early signal.
