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Will Google’s TurboQuant AI Compression Finally Demolish the AI Memory Wall?

By BSR Admin / March 27, 2026 /

The AI industry is currently locked in a trillion-dollar race against physics. As models like Gemini and GPT-4 scale, they inevitably crash into a physical bottleneck known as the “AI Memory Wall.” For IT asset managers and CTOs, this isn’t a theoretical computer science problem—it translates daily into exorbitant High Bandwidth Memory (HBM) costs and…

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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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