Confidence-Gated Admission for Hardware Prefetching: When the Gate Matters More Than the Predictor

## Episode Summary

In this episode, we cover:

- **Confidence-Gated Admission for Hardware Prefetching: When the Gate Matters More Than the Predictor** (arXiv)

- **Quality Recovery for Quantized KV Caches via Low-Rank Attention Adaptation** (arXiv)

- **AheadComputing Inc. Raises Additional $30M Seed2 Round to Reimagine CPU Architecture - HPCwire** (google_arch)

- **AheadComputing Introduces Breakthrough CPU Architecture for General-Purpose Computing, With Jim Keller on Board - TechPowerUp** (google_arch)

- **Deja Vu: A Brief History of Every Mac CPU Architecture - How-To Geek** (google_arch)

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*Sponsored by Ada, Ago Consulting, and Zen Semiconductor*