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 ...
IEEE

Outlier-Aware Recursive Instantaneous Minimum Error Entropy Algorithm

Abstract: The minimum error entropy (MEE) criterion closely relies on the quadratic information potential (QIP) estimates of Renyi’s entropy. Nevertheless, the ...
GitHub

A recursive, reflective POETRY algorithm variant using Goedel-Prover-V2

Gödel's Poetry is an advanced automated theorem proving system that combines Large Language Models (LLMs) with formal verification in Lean 4. The system takes mathematical theorems—either in informal ...
IEEE

Stochastic Analysis of Regularized Recursive Least-Squares Algorithm

Abstract: The regularized recursive least-squares (RLS) algorithm with an appropriate regularization parameter has much better robustness performance than the regular RLS algorithm in the presence of ...