Compact, Brain-Inspired AI Model Outperforms LLMs on Reasoning Tasks

Scientists just developed a new AI modeled on the human brain — it's outperforming LLMs like ChatGPT at reasoning tasks

The hierarchical reasoning model (HRM) system is modeled on the way the human brain processes complex information, and it outperformed leading LLMs in a notoriously hard-to-beat benchmark.

Sapient Intelligence launches brain-inspired AI model for complex reasoning By Investing.com

Sapient Intelligence launches brain-inspired AI model for complex reasoning

New AI architecture delivers 100x faster reasoning than LLMs with just 1,000 training examples

Hierarchical Reasoning Models (HRM) tackle complex reasoning tasks while being smaller, faster, and more data-efficient than large AI models.

Scientists Just Developed a New AI Modeled On The Human Brain It’s Outperforming LLMs Like ChatGPT At Reasoning Tasks

Eugene Mymrin/Getty Images Scientists have developed a new type of artificial intelligence (AI) model that can reason differently from most large language models (LLMs) like ChatGPT, resulting in much better performance in key benchmarks. The new reasoning AI, called a hierarchical reasoning model (HRM), is inspired by the hierarchical and multi-timescale processing in the human brain the way different brain regions integrate information over va…

The Hidden Drivers of HRM's Performance on ARC-AGI

We scored on hidden tasks, ran ablations, and found that performance from the Hierarchical Reasoning Model comes from an unexpected source