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 ...
CDOTrendsOpinion

Your FSI AI Needs a Kill Switch. That Should Terrify You.

Welcome to the era of "Action Drift," where your agents are negotiating trades your CRO won’t understand for another six ...
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 ...
eWeek

MIT Just Solved AI’s Memory Problem (And It’s Brilliantly Simple)

MIT’s Recursive Language Models rethink AI memory by treating documents like searchable environments, enabling models to ...
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 ...
IEEE

The Tower of Hanoi with Forbidden Moves

Abstract: We consider a variant of the classical three-peg Tower of Hanoi problem, where limitations on the possible moves among the pegs are imposed. Each variant corresponds to a di-graph whose ...
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 ...