MIT’s new ‘recursive’ framework lets LLMs process 10 million tokens without context rot

While standard models suffer from context rot as data grows, MIT’s new Recursive Language Model (RLM) framework treats ...
GitHub

Enhanced Reconsideration Library in Python for recursive Q- PMLL memory looping using Graphiti's Knowledge Graph to rewrite and automate knowledge base updating

The Enhanced Reconsideration System (ERS) is a production-grade AI memory management library designed to transform stateless AI agents into stateful ones. It integrates asynchronous promise chains, ...
IEEE

Secure Recursive State Estimation of Networked Systems Against Eavesdropping: A Partial-Encryption-Decryption Method

Abstract: This article addresses the problem of secure recursive state estimation for a networked linear system, which may be vulnerable to interception of transmitted measurement data by ...
Quanta Magazine

Origami Patterns Solve a Major Physics Riddle

The amplituhedron is a geometric shape with an almost mystical quality: Compute its volume, and you get the answer to a central calculation in physics about how particles interact. Now, a young ...
Scientific Research Publishing

Dickson, D.C.M. (2017) Insurance Risk and Ruin. 2nd Edition, Cambridge University Press.

ABSTRACT: We extend the discrete time risk model studied by Korzeniowski [1] [2] via incorporating the effect of dividend payments subject to random discount factor. By applying generating functions ...