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17,000 Tokens/Second: Is Taalas’ Hardwired Silicon the Ultimate Solution to the AI Memory Wall and HBM Shortage?

By BSR Admin / February 22, 2026 /

TL;DR: The Taalas Revolution in 60 Seconds The Breakthrough: Taalas has unveiled the HC1 chip, achieving a massive 17,000 tokens/second on Llama 3.1 8B. It is roughly 10x faster and 20x cheaper than traditional GPU inference. The “Hardwired” Secret: Unlike GPUs that load software, Taalas etches the AI model directly into the silicon transistors. By…

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