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Pathway is a frontier AI lab and platform developing architectures and models that autonomously reason, learn, and evolve. Its flagship Dragon Hatchling (BDH) is a post-transformer AI architecture that unifies memory, reasoning, and continual learning through local sparse interactions and persistent state to enable long-horizon latent reasoning with efficient compute. The company highlights strong performance and efficiency on tasks like ARC-AGI-1, Sudoku Extreme, and BABILong QA, positioning BDH as a memory-and-reasoning focused alternative to traditional LLMs.
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