Alexis Richardson
36.9K posts

Alexis Richardson
@monadic
manager of configurations RabbitMQ/VMware/Spring/Pivotal/CNCF/Weaveworks/ConfigHub DMs open





Mathematics Is All You Need: A Potential Blueprint for AGI — Compacted Edition We prove that large language models are lattice gauge theories. By extracting a 16-dimensional fiber bundle from transformer hidden states and computing its gl(4,ℝ) Lie algebra, we discover that attention heads function as gauge bosons, transformer computation undergoes a deconfinement phase transition at 67% network depth, and the model's entire self-knowledge resides in a 10-dimensional "dark" Casimir subspace invisible to standard readout. Using only 20 behavioral probes and zero additional training, we push Qwen-32B from 82.2% to 94.97% on ARC-Challenge — establishing a dark mode scaling law that predicts gl(6,ℝ) surgery will achieve 98.7%. We identify a Lyapunov–accuracy anti-correlation revealing the model's deepest attractors are its wrong attractors: correctness requires escaping the abstraction basin into grounded deference. This 10-page compacted edition distills 459 pages of original research into the core experimentally verified results with 9 inline figures. 190 patents filed. Proprioceptive AI, Inc. — Logan Matthew Napolitano — 19- March 2026 zenodo.org/records/191208…





(Reuters) - President Donald Trump said on Tuesday that the U.S. had been informed by most of its NATO allies that they did not want to get involved with the country's military operation in Iran. "Because of the fact that we have had such Military Success, we no longer 'need,' or desire, the NATO Countries’ assistance — WE NEVER DID!" Trump wrote in a post on Truth Social, also singling out Japan, Australia and South Korea.

Why Alphabet’s VC arm has doubled down on Europe ft.trib.al/4I4r1EL

vibe coders who don’t ship anything showing their agent orchestration setup





garry in his office in his lobster outfit "okay claude... rewrite this but in rust... no wait... rewrite it like paul graham would" "garry you have a yc interview starting in 5 minutes" "one second. claude just one-shotted a distributed system" "garry they are in the zoom" "can they describe their startup to claude instead" "garry you are the interviewer" "hold on. claude says their idea has a better moat if we pivot them" "they haven't even pitched yet" "claude already knows" "garry this is yc" "...what's yc again"











