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cs.AI2026
Do AI Models Perform Human-like Abstract Reasoning Across Modalities?
Claas Beger, Ryan Yi, Shuhao Fu +5
OpenAI's o3-preview reasoning model exceeded human accuracy on the ARC-AGI-1 benchmark, but does that mean state-of-the-art models recognize and reason with the abstractions the be…
cs.AI2025
A Neuroscience-Inspired Dual-Process Model of Compositional Generalization
Alex Noviello, Claas Beger, Jacob Groner +2
Deep learning models struggle with systematic compositional generalization, a hallmark of human cognition. We propose \textsc{Mirage}, a neuro-inspired dual-process model that offe…