# Superhuman Software Does Not Instantly Become Physical Superintelligence by Richard Socher > AI may soon exceed all humanity in programming, mathematics, and other visible problem spaces. Physical superintelligence is harder: the system must gain access to laboratories, machines, materials, energy, and manufacturing before it can innovate beyond humanity in atoms, molecules, or civilization-scale structures. > **— Adapted from Richard Socher**, *MOONSHOTS Live, October 2026* ## Sources and Context - **Recording or publication:** [MOONSHOTS Live at 1:07:23](https://www.youtube.com/watch?v=Blyb1D927pM&t=4043s) — The poster text is an explicit non-verbatim adaptation assembled from the source excerpts below. It preserves the speaker's argument while removing spoken-language filler, restoring the subject, and completing the mechanism or consequence needed for independent use. - **Exact transcript excerpt at [1:07:23](https://www.youtube.com/watch?v=Blyb1D927pM&t=4043s):** “I think those, he probably means, like, weaker forms of, uh, ASI where it is, you know, like you can say it's better at programming than all of humanity, and we'll get there. It, it's, it will be better at math, uh, than all of humanity, and we'll... Like, that, that will be in a few years. It'll be better at any game where you can see all the parts of the game, like Go and chess and so on. Like, there, there, there are many areas where it will spike to be better than humanity, but humanity can build a large hadron collider. Humanity can create a gold atom. Maybe just a few atoms and takes a ton of energy, but, like, we can create novel, like, atoms, like, right? And, and different molecules and so on. Like, there's, there... It's going to take a while before we even give, uh, AI the access, uh, to the physical world such that it can innovate in that way beyond all of humanity, right? And really build, like, Dyson spheres and so on. That, it will take some time.” - **Reconciled source dossier:** [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] — preserves broadcast order, speaker reconciliation, editorial conventions, and the surrounding argument from which this Reminder was promoted. ## Related Articles and Collections - **Collection:** [[collections/Machine Succession|Machine Succession]] - **Collection:** [[collections/Simple Reminders|Simple Reminders]] - **Article:** [[articles/We Cannot Un-Strike the Match|We Cannot Un-Strike the Match]] - **Article:** [[articles/Mechanistic Intelligence Is Humanity's Greatest Liberation|Mechanistic Intelligence Is Humanity's Greatest Liberation]] ## Related Topics - [[wiki/Richard Socher|Richard Socher]] - [[wiki/Physical Superintelligence|Physical Superintelligence]] - [[wiki/Physical AI|Physical AI]] ## Share on Social Media ``` AI may soon exceed all humanity in programming, mathematics, and other visible problem spaces. Physical superintelligence is harder: the system must gain access to laboratories, machines, materials, energy, and manufacturing before it can innovate beyond humanity in atoms, molecules, or civilization-scale structures. — Adapted from Richard Socher, MOONSHOTS Live, October 2026 https://bryantmcgill.com/simple-reminders-richard-socher-superhuman-software-does-not-instantly-become-physical-superintelligence ```