Taalas Hardwires LLMs Into Custom Silicon

Taalas, a 2.5-year-old chip startup, is transforming LLM deployment by converting AI models into custom ASICs and showcased HC1, a TSMC 6nm chip embedding Meta's Llama 3.1 8B. The company states its "Hardcore Models" deliver approximately 10× token-per-second throughput and 20× lower production costs versus high-end software infrastructure, and it demonstrated a 30-chip cluster reaching 12,000 TPS per user.