Advanced Micro Devices to Buy Startup Taalas for New AI Chips

Advanced Micro Devices is acquiring the Canadian startup Taalas to expand its data center hardware portfolio. Taalas specializes in chips that hard-code model weights directly into the silicon, prioritizing extreme inference speed over general-purpose flexibility. While these chips are limited to a single model, early demonstrations show performance exceeding 16,000 tokens per second for Llama 3.1-8B. This acquisition signals a shift toward specialized, application-specific hardware, potentially increasing efficiency for providers running dedicated high-demand AI models.