Hierarchical Reasoning Model

In-Depth Understanding of the Three Core Elements of Codex’s AI Agent

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In-Depth Understanding of the Three Core Elements of Codex's AI Agent

When discussing AI programming, many people’s first reaction may still be “a smarter code auto-completion tool.” However, OpenAI’s latest Codex product has long surpassed this category; it is no longer a passive “assistant” but an active “AI Agent.” This shift is not merely a conceptual game but a profound revolution in the software development paradigm. … Read more

4 Million Views on the Hierarchical Reasoning Model: Why Didn’t the ‘Hierarchical Architecture’ Work? Performance Improvements Have Other Secrets?

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4 Million Views on the Hierarchical Reasoning Model: Why Didn't the 'Hierarchical Architecture' Work? Performance Improvements Have Other Secrets?

Excerpt from ARC PRIZE Author:ARC PRIZE TEAM Translated by Machine Heart Do you remember the Hierarchical Reasoning Model (HRM)? This work was published in June and caused quite a stir—discussions related to it on X/Twitter garnered over 4 million views and tens of thousands of likes, and YouTube videos analyzing this work exceeded 475,000 views. … Read more

New AI Architecture Achieves Inference Speed 100 Times Faster Than Large Language Models with Just 1000 Training Samples

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New AI Architecture Achieves Inference Speed 100 Times Faster Than Large Language Models with Just 1000 Training Samples

Singapore-based AI startup Sapient Intelligence has developed a Hierarchical Reasoning Model (HRM) that matches or even surpasses the performance of large language models on complex reasoning tasks while significantly reducing data and memory requirements. This architecture mimics the dual-system operation of the human brain, working in tandem through a high-level abstract planning module and a … Read more