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A pseudo-video spatial-memory Transformer achieves perfect validation accuracy on complex tasks, revealing that structured working memory can outperform mere latent capacity in predictive modeling.
Existing LLMs fail to maintain internal representations in maze environments, revealing critical limitations in their reasoning capabilities.
The first detection of HDO ice in a protoplanetary disk reveals a strikingly high deuterium enrichment, reshaping our understanding of chemical inheritance in planetary formation.
