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Jan 23, 2026 · Artificial Intelligence

Weekly AI Paper Digest: New Transformer Advances in Sparsity, Memory, and Reasoning

This article reviews five recent Transformer papers—including Engram's conditional memory, STEM's embedding‑based scaling, SeedFold's biomolecular structure prediction, a critique of Transformers for time‑series forecasting, and reasoning models as societies of thought—highlighting their methods, datasets, and performance gains.