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10% worse, 100x cheaper, 10000x faster: Why Simulation is taking over

…a DeepMind paper on Recirculation got attention for feeding contextualized deeper-layer activations back into earlier processing at inference time, without retraining. The summary cited improvements including -60% contextualization errors, …

AI News · 2026-08-22
AI News—2026-08-22
The Custom ASIC Thesis

…3.1 Pro shows strong retrieval + mixed agentic usability: Context Arena’s MRCR update reports Gemini 3.1 Pro Preview near-ties GPT‑5.2 (thinking:xhigh) on easier retrieval (2‑needle @128k AUC 99.6% vs 99.8%) and notably stronger on harder…

AI News · 2026-02-21
AI News—2026-02-21
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