

Matthew Pines
37.1K posts

@matthew_pines
CEO / co-founder solving physics @ https://t.co/5ryaTzDcuG | physics & philosophy @ JHU, public policy @ LSE | ignis scientiae, illumina mundum



just quick napkin math on how long this took (unless i missed where they said): the published CoT summary is 111,145 tokens long. it's really hard to say how much they summarized, assume 3x-20x reduction in tokens? and i'm assuming this is gpt-5.6 pro, so taking Artifical Analysis' benchmark of 51ms tok/sec at 100k input for gpt 5.5. underestimate prob hard to say this seems a bit low so going to multiply all of this by 2x then this probably took anywhere between 5 hours to 32 hours. so like $120 - $1000 in gpt 5.5 pro tokens whole point is not that long for a result of this magnitude!




The last golden age of physics gave us transistors, lasers, and nuclear energy. Physical Superintelligence PBC, a company I co-founded, is building the world's first vertically integrated factory for physical superintelligence to unlock the next one: discovering and commercializing transformative physics breakthroughs at scale with AI, safely, verifiably, and for broad public benefit. Interested in helping? PSI is hiring engineers, AI researchers, physicists, and fellows in Boston/Cambridge or remote. Apply here: jobs.ashbyhq.com/psi








The deep & mysterious combinatorial-category theoretic structure that stands behind both discrete & continuous mathematical structures in @getjonwithit’s “infracaculus” program is the same that stands behind the canonical QM & spacetime structures unified in Nima’s Amplituhedron.

If your fundamental theory of physics includes the continuum, it’s almost certainly nonphysical. Any real mechanism has to be implemented by a finite process.

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