New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

Mechanism-level reproduction of Google's Nested Learning (HOPE) architecture (HOPE blocks, CMS, and Self‑Modifying TITANs), matching the quality bar set by lucidrains' TITAN reference while remaining ...

Opportunities to have AI write code have increased. Previously, the premise was to "write from scratch yourself," but now AI generates hundreds of lines of code in an instant. However, when actually ...

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As transformer models grow in size and complexity, they face significant challenges in terms of computational efficiency and memory usage, particularly when dealing with long sequences. Flash ...