As someone who ships LLM systems in production, this scaling video is the closest thing to a "why 96% of Claude and GPT-5's weights are literally useless" explainer I've ever seen released for free.
Everyone thinks trillion-parameter models need every parameter. They don't. A 2019 pruning experiment proved you can delete 96% of a neural net's weights with zero performance loss - meaning most of Claude and GPT-5 is empty scaffolding around a tiny "winning lottery ticket" network doing all the real work.
Bookmark this 18-min video and watch tonight. Same lottery ticket math from 2019 MIT research, now the reason every AI lab wastes 90%+ of its Nvidia budget.
go fuck yourself @sama
claiming that you solved navier stokes because 10000 agents ran in circles for 88hours on a multimillion dollar gpu cluster to formalize in lean a blowup case under controlled external forcing is pure scientific vulgarity the clay mathematics institute millennium prize does not ask m whether you can artificially force a singularity in a fluid by injecting an ad hoc smooth external forcing term f(x,t) to twist the vortex until it breaks the real problem questions the fundamental stability and global smooth existence for 3dimensional incompressible euler & navier stokes equations under natural conservation laws and viscous dissipation alone using a mathematical loophole on forced equations to parade a century old victory is a major conceptual scam Altman
technically & epistemologically what you present as an agi breakthrough is nothing more than bruteforce combinatorial autoformalization the ai did not understand fluid mechanics it simply navigated a continuous search space previously mapped out and constrained by the monumental work of human mathematicians like tristan buckmaster/ levent alpöge / diego córdoba or tarek elgindi coordinating 10000 agents to check the logical consistency of a 100 page proof via lean is a software engineering feat and computational parallelization triumph not an intrinsic scientific discovery it is the victory of the compute bulldozer over abstract human intuition repackaged for the public as a higher mathematical consciousness
to this theoretical imposture you add a disgusting ethical and industrial cynicism taking advantage of private codex sessions and informal preprints from academic researchers to siphon their research leads and then trying to redact or erase the contribution of levent alpöge under the pretext that he works at rival anthropic is intellectual serfdom openai behaves like a feudal lord of silicon appropriating the cognitive subsistence of independent scholars threatening their careers behind closed doors if they protest and turning community academic labor into a privatized pressrelease
this entire staged event serves a desperate financial agenda in a pre ipo panic facing the slowdown of scaling laws and growing investor skepticism over the profitability of foundational models openai needs to manufacture an artificial sputnik moment claiming to solve a millennium prize without immediately submitting the proof to traditional peer review means using the prestige of fundamental mathematics as cheap marketing fuel to inflate a delusional valuation!!!
real science is not a clout chase on social media or a compute spike spent to rob the clay mathematics institute it is a quest for elegance physical truth and universal rigor to decode reality true artificial intelligence will not emerge from hostile corporate takeover of academic work hidden behind computational bruteforce but from architectures capable of generating new conceptual paradigms by masquerading constrained formalization as the collapse of physics greatest mysteries you did not solve navier stokes you only proved how far silicon valley will go to prostitute scientific integrity for capitalist spectacle
@BetterCallMedhi@sama "you did not solve navier stokes you only proved how far silicon valley will go to prostitute scientific integrity for capitalist spectacle" CALLMEDHI, Better. X: 2026.
Brutal.
@taytarantula Cara, a porra do Sério Moro é produto da imbecilidade política e higienista dos paranaenses. Todas economias entram em crise, o problema é não ter CULTURA.
Santa Catarina a cultura é Estátua da Liberdade de plástico, Shopping Center e não ter saneamento básico.
@bucherwurm Cara, a porra do Sério Moro é produto da imbecilidade política e higienista dos paranaenses. Todas economias entram em crise, o problema é não ter CULTURA.
Santa Catarina a cultura é Estátua da Liberdade de plástico, Shopping Center e não ter saneamento básico.
@taytarantula@bucherwurm Cara, a porra do Sério Moro é produto da imbecilidade política e higienista dos paranaenses. Todas economias entram em crise, o problema é não ter CULTURA.
Santa Catarina a cultura é Estátua da Liberdade de plástico, Shopping Center e não ter saneamento básico.
@PietroDellova 66 milhões de pessoas são analfabetas funcionais. E o pior é que a classe média só consome enlatados americanos. Fora Gilberto Freyre e a idiotia do Sérgio Buarque do "homem cordial". O liberalismo conservador made in USA emburreceu a maioria.