The Ledger

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Assertion Supported
Hierarchical Reasoning Model matches larger LLMs on ARC using Transformer architecture
“Hierarchical reasoning model, it became like popular because it performed relatively well on that benchmark compared to very expensive models like Gemini, Chachupiti, and so forth. And it is a transformer architecture.”
Sebastian Raschka Jan 29, 2026 ▶ 7:10 State of LLMs 2026: RLVR, GRPO, Inference Scaling — Sebastian Raschka
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