AISystem

Universal Reasoning Models

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Welcome to December 23, 2025 (theinnermostloop.substack.com)

Reported 40% pass@1 on ARC-AGI-1 with an eighth of the parameters of a standard Transformer.

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2025-12-23: Universal Reasoning Models hit 40% on ARC-AGI with an eighth the parameters

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Universal Reasoning Models
Innermost Loop KB — secondary record
Reporting date: unknown
KB permalink: https://nicholsn.github.io/innermost-loop-kb/systems/universal-reasoning-models
Attributed sources:
- Welcome to December 23, 2025 — https://theinnermostloop.substack.com/p/welcome-to-december-23-2025
This citation does not imply independent verification of linked-source claims.

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