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Leaner ArchitecturesDeeper Intelligence

Sapient Praxist Showcase Video Cover

HRM

A Latent Space Hierarchical Recurrent Architecture

High-level
"Slower Controller"

Responsible for abstract, deliberate reasoning

Low-level
"Faster Processor"

Responsible for detailed computations

HRM Brain Structure
Meta- representationLower-level representation
OUTPUT
INPUT

Models

HRM-Symbolic

HRM-Symbolic

A reasoning model designed for deep, efficient problem-solving through hierarchical modules, dual timescale computation, and latent space reasoning

HRM-Text

HRM-Text

A text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning

About Us

Founded and headquartered in Singapore, Sapient Intelligence is developing a new generation of AI systems that move beyond answering questions and executing predefined tasks to autonomously discover, reason, and optimize across complex problems without predefined solutions. By combining autonomous research systems with novel foundation-model architectures, Sapient Intelligence advances autonomous discovery through deeper reasoning, self-evolving capabilities, greater adaptability, and enhanced interpretability.

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