Published on: 2025-06-29 02:22:05
A pair of Carnegie Mellon University researchers recently discovered hints that the process of compressing information can solve complex reasoning tasks without pre-training on a large number of examples. Their system tackles some types of abstract pattern-matching tasks using only the puzzles themselves, challenging conventional wisdom about how machine learning systems acquire problem-solving abilities. "Can lossless information compression by itself produce intelligent behavior?" ask Isaac L
Keywords: agi arc liao puzzles reasoning
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