To study the contamination of microorganisms in the food industry, pharmaceutical industry, clinical diagnosis, or bacterial taxonomy, accurate identification of species is a key starting point of ...

Level 4 treats the spec as a formal model (genome). Code is emitted by deterministic model-to-text (M2T) transformation — the same discipline MDA, AUTOSAR, and SCADE have used for decades, now applied ...

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 ...

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