AMD acquires AI chip startup Taalas to boost inference performance by etching models into silicon
Summary
AMD acquires Taalas to embed model weights into silicon, aiming to boost AI inference speed and efficiency. Taalas' MSICs etch weights into silicon, with early demos showing up to tens of thousands of tokens per second; second-gen HC2 targets 20B parameters and a disaggregated architecture with Instinct Helios. The deal could influence AI hardware competition and model deployment strategies, but model lock-in and re-spin costs remain concerns.