IBM and NASA open-source the first AI foundation model for the Moon
A rough guide for going back to the Moon
IBM and NASA have released the NASA-IBM Lunar Foundation Model, the first AI model to integrate multi-modal lunar observations at different angles and scales. Built on TerraMind, it prioritizes mapping small craters, studying volcanic history, and hunting polar ice. It reduced ice-detection error by 22% and outperformed task-specific models, offering a fast, flexible way to model the Moon’s surface.
The next lunar breakthrough could come not from a single new instrument, but from algorithms that allow many instruments — and eventually, computing paradigms — to work together.
- Planktonne
It's hard not to see this as a consolation prize. In 1969, we went to the moon.
In 2026, with all the benefits of a tech industry that has become ever more powerful, with endless money poured into innovation, our 'rough guide back to the moon' is an AI model that maps it. It's powerful and impressive, of course, and doubtless very useful to researchers, and space exploration is not a priority--all of that is true, sure.
But to have the fruits of 50+ years of technological progress result not in going back to the moon, or onto other challenges, but just a refinement in looking at the moon. Is this the best giant leap we can muster now? So much innovation and yet we lack a capability we used to have.
I know there are all sorts of ways to explain this away, but it still makes me sad.
- flobosg
Tangentially related, these articles by Maciej Cegłowski:
* The Lunacy of Artemis – https://idlewords.com/2024/5/the_lunacy_of_artemis.htm
* Artemis II Is Not Safe to Fly – https://idlewords.com/2026/03/artemis_ii_is_not_safe_to_fly....
- scrumper
I read this a bit fast and with half a brain (because I'm in a boring meeting), but I'm not sure what an "AI model" is over just a common or garden model.
I get the achievement here: it's quite difficult to combine data from these various sensors into one. Is the "AI" bit referring to how that integration was done?
- nullorempty
We may be approaching technologically to expanding into the universe but we are certainly not there spiritually. Not to say that we shouldn't pursue this, there are probably war races in space already, but it seems to me that a better path would be growing spiritually before we expand. I wouldn't like to be in a place where we have the technical capability to reach Mars before we learn to live in peace on earth and take good care of our home.
- hmokiguess
I'm not gonna lie, I'm closer to a conspiracy theorist and non-believer than I am to trust history on the moon landing stuff. Doesn't help that I wasn't alive when it happened, and that we haven't since gone again. It feels so nonsensical to me, I would love for someone to help me educate myself on it from a more grounded point of view that can satisfy my paranoia. Did we really go there? How come we (as in humanity, any other nation whatsoever) haven't gone again since?