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Can Frontier Models See Past a Decoy? Elorian Tests Visual Reasoning
This is a real gap: models can classify pixels but struggle with relational reasoning at scale. Elorian's approach of reasoning over images rather than converting to text is directionally sound, but the benchmark itself matters more than any single solution. If this decoy test becomes standard, expect a new round of optimization pressure on how models handle visual ambiguity.