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AI Architecture

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Tuesday, 8 September 2026

Pathway’s brain-inspired architecture development on Amazon SageMaker HyperPod

Amazon Web Services 1 month ago 46 ● 2 sources

Pathway developed its brain-inspired BDH model architecture and trained its BDH-CQ reasoning system on Amazon SageMaker HyperPod. BDH-CQ reached 29.5% pass@2 on ARC-AGI-1 at US$0.0007 per task. The work shifts reasoning from token-by-token text traces to iterative latent computation with fewer active neurons, aiming to improve cost efficiency and scalability in production training and inference.

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