In another post, I wrote about parameterless (boneless) attention as a means of mixing information across datapoints weighted by their correlation. Doing this recurrently until convergence yields what I'd like to call a consensus algorithm. A consensus algorithm…

We critically examine the limitations of current AI models in achieving autonomous learning and propose a learning architecture inspired by human and animal cognition. The proposed framework...

We present Nacrith, a lossless compression system that combines a 135M-parameter transformer language model (SmolLM2-135M) with an ensemble of lightweight online predictors and a 32-bit arithmetic...

We study whether an aperiodic hierarchy can provide a structural advantage for lossless compression over periodic alternatives. We show that Fibonacci quasicrystal tilings avoid the finite-depth...

We present Midicoth, a lossless compression system that introduces a micro-diffusion denoising layer for improving probability estimates produced by adaptive statistical models. In compressors...

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task - greyhaven-ai/autocontext

We’re launching the Machine Payments Protocol (MPP), an open standard, internet-native way for agents to pay—co-authored by Tempo and Stripe. Businesses on Stripe can accept payments over MPP in a few lines of code using our PaymentIntents API.

Operations management is the design, management, and improvement of the systems that create and deliver products and services to customers. It encompasses the administration of business practices aime

A fast, helpful, and open-source document parser. Contribute to run-llama/liteparse development by creating an account on GitHub.

Chromium running inside your terminal. Contribute to fathyb/carbonyl development by creating an account on GitHub.