It's a Bird! It's a UFO! It's Starlink!
Posted May 11, 2026
Chris Campbell
The story everyone is telling about AI is the agent story.
I'm excited. You're probably excited. I use them every day.
But that's the small story.
The big one is happening above our heads.
Over the last three years, AI has been quietly producing some of the most important scientific discoveries of the decade.
In space.
Not by inventing anything new. By reading old data nobody else had the bandwidth to look at.
Five examples caught my eye. Each one says something about what AI is about to be asked to do next.
Then we'll get to why Starlink is spearheading the most important AI infrastructure project of the decade.
(And, as usual, how to invest.)
Five Discoveries Hiding in Plain Sight
- AI scanned 100 million Hubble images in two days.
A neural network was pointed at three decades of telescope pictures. It surfaced 800 objects nobody had ever recorded. Galaxy collisions. Planet-forming disks. Gravitational lenses.
The data had been sitting in NASA's archive since the 1990s. Nobody had time to look. AI did it in 72 hours.
- AI heard a signal that lasts a thousandth of a second.
Fast radio bursts are flashes of radio energy from deep space. They last milliseconds. Miss them and they're gone.
An AI system running on Nvidia hardware now processes the data 600 times faster than the systems humans built. The machines are catching events the rest of us would never know happened.
- AI is now simulating physics faster than physics.
Berkeley built an AI that maps dark matter — the invisible stuff that makes up most of the universe. The maps are statistically indistinguishable from full physics simulations that used to require billions of compute hours.
AI is now good enough at modeling reality that scientists can stop running the slow version.
- AI found 27,500 new asteroids in a single year.
An algorithm called THOR scanned old telescope archives and connected dots of light across years of observations. Most of those dots had been there the whole time. Humans filed them as noise.
A hundred of the asteroids it found were near-Earth objects. The kind we'd want to know about if one were headed our way.
- AI helped China find more pulsars than the rest of the world combined.
A pulsar is the dense, spinning corpse of a dead star. The signals are faint, buried under noise. By mid-2025, China's FAST telescope, paired with machine learning, had detected over 900 of them.
Three times the number found by every other country combined.
The country with better AI wins the science race. Not the country with the bigger telescope.
The Crown Jewel (Starlink)
Five discoveries. Five teams.
All of it ran on the same trick. Take old data. Apply better eyes. Find what was always there.
That's the research version.
The infrastructure version is bigger.
Look up tonight in the right kind of sky and you might see them. Thousands of satellites flying in formation. Chains of light blinking across the dark.
Some who notice them assume they're seeing airplanes or UFOs.
They're not.
That's Starlink.
The largest sensor network humans have ever built. The largest source of orbital position data. The largest satellite constellation in history—by a factor of ten over its nearest competitor.
The combined data flow off Starlink is already larger than the entire Hubble archive. Generated every few weeks. Not over thirty years.
Nobody can read it manually. Nobody is going to.
The only way that data turns into information is the same way Hubble's archive turned into discoveries—an AI that can hold it all in its head at once.
Meanwhile, the hardware that connects one satellite to the next is a different kind of plumbing. Built by a small handful of companies most investors have never heard of. And is becoming increasingly important by the day.
In the new space race, these are the companies we're laser-focused on.
The cover gets famous. The companies underneath get rich. That's been true of every technology cycle in history. It will be true of this one.
AI didn't just help us see space better.
Space is about to show us what AI is ACTUALLY for.
James recently identified the most exciting play in this sector. But your shot at learning about it ends TONIGHT. Click here for the full briefing.