AMD buys chip startup that hardwires AI models into its silicon
AMD has agreed to acquire Taalas, a Toronto-based startup that specializes in custom silicon chips designed to hardwire specific AI models. This move aims to improve inference speed and efficiency for AI applications, complementing AMD's existing GPU-focused strategy.
Why it matters
The acquisition signals a shift in the AI hardware market toward specialized, model-specific chips to overcome the limitations of general-purpose GPUs.
Advanced Micro Devices is counting on its graphics processing units to drive the bulk of its data center growth as cloud companies snap up all the advanced AI chips they can find.
But as the generative artificial intelligence boom approaches its fourth anniversary, it's becoming clear that GPUs don't do everything.
On Thursday, AMD said it's entered into an agreement to acquire Taalas, a Toronto-based startup that makes chips for inference. Taalas' accelerators are customized, or hard-wired for a single AI model, rather than being general purpose.
In exchange for that loss of flexibility, Taalas' technology promises a less-expensive chip that it says can produce output for specific models thousands of times faster than a traditional GPU. An AMD representative declined to provide a purchase price for the transaction. Taalas has raised a total of $219 million in venture funding since its 2023 founding.
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