AMD has acquired Taalas, a Canadian startup that specializes in integrating artificial intelligence models directly into silicon chips. This approach enables faster processing but limits each chip to a specific model. A demonstration chip achieved a high processing rate of over 16,000 tokens per second. This development is notable as it may influence the design of future AI-powered chips. It matters because the integration of AI models into chip design could lead to improved performance and efficiency in AI applications.