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paperReasoning Post Training

Looped Flows Beats Rival Reasoners on ARC-AGI With Just 7M Parameters

A new recurrent reasoning method mixes denoising with looped hidden states, hitting 58.8% on ARC-AGI-1 and 12.2% on ARC-AGI-2 with just 7M parameters.

Source

AlphaSignal

Published

Sep 10, 2026, 4:52 PM

Author

AlphaSignal Newsroom

Read

1 min read

A new recurrent reasoning method mixes denoising with looped hidden states, hitting 58.8% on ARC-AGI-1 and 12.2% on ARC-AGI-2 with just 7M parameters.

Reporting is indexed from AlphaSignal. Rights remain with the original publisher and cited sources.

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