The Neural Daily

The Neural Deep Dive 2026-07-15: Cheating the Hardware Limit

13 min · 15. juli 2026
episode The Neural Deep Dive 2026-07-15: Cheating the Hardware Limit cover

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Break the link between model size and compute cost. We dive into the "Sparse Mixture-of-Experts" revolution, exploring how the Llama 4 Scout architecture uses dynamic routing and 4-bit quantization to bring trillion-parameter intelligence to local hardware. From "routing collapse" to the promise of decentralized AI, discover why smarter routing is replacing bigger models.

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