A new contract-grade verifier with twelve adversarial gates found that 39.5% of 2,638 machine-generated GPU kernels accepted as correct by a public system's harness are broken beyond any tolerance arg…
A new contract-grade verifier with twelve adversarial gates found that 39.5% of 2,638 machine-generated GPU kernels accepted as correct by a public system's harness are broken beyond any tolerance arg…
Researchers introduced LinearKV, a training-free framework enabling position-independent caching (PIC) for hybrid large language models (LLMs) that combine linear recurrences with full attention. The …
A 200-step, ~1.7B-parameter ablation run in OLMo-core comparing Engram on a standard attention Transformer versus a 3 GDN-layer + 1 attention-layer hybrid found that Transformer + Engram reached sligh…
Google Display Network placement exclusions now serve a dual purpose beyond blocking spammy or low-conversion sites. Strategic exclusions guide Google's AI-driven optimization by preventing algorithms…