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 ...
InfoQ

MIT's Recursive Language Models Improve Performance on Long-Context Tasks

Researchers at MIT's CSAIL published a design for Recursive Language Models (RLM), a technique for improving LLM performance on long-context tasks. RLMs use a programming environment to recursively ...
Unite.AI

When AI Agents Start Building AI: The Recursive Intelligence Explosion Nobody’s Prepared For

For decades, artificial intelligence advanced in careful, mostly linear steps. Researchers built models. Engineers improved performance. Organizations deployed systems to automate specific tasks. Each ...
IEEE

Recursive Identification Based on Local Likelihood Function with Binary-Valued Observations

Abstract: This paper studies the control-oriented recursive identification of finite impulse response systems with binary-valued observations. Inspired by the Maximum Likelihood method, a novel ...
GitHub

TinyRecursiveModels - Unlock Powerful Reasoning with Tiny Networks

Tiny Recursive Models (TRM) provides a unique approach to recursive reasoning. This method shows that smaller models can solve complex problems without requiring vast resources. With TRM, you can ...
Frontiers

Smart manufacturing-driven probabilistic process planning for components via AP-BiLSTM-ATT

In the context of smart manufacturing, improving the quality and efficiency of process planning, especially in the processing of complex parts, has become a key factor influencing the level of ...
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 ...