# AMD acquires Taalas to boost inference performance by etching models in silicon

_Thursday, August 6, 2026 at 8:00 AM EDT · Products · Latest · Tier 2 — Notable_

![AMD acquires Taalas to boost inference performance by etching models in silicon — Primary](https://image.theregister.com/5284365.jpg?imageId=5284365&x=0&y=0&cropw=100&croph=100&panox=0&panoy=0&panow=100&panoh=100&width=1200&height=683)

AMD announced it has acquired AI chip startup Taalas to boost inference performance by etching models into silicon. The company said early tech demos show model-specific integrated circuits churning out up to 17,000 tokens a second.

The acquisition targets the inference stage of AI workloads where models generate predictions. Taalas technology creates integrated circuits tailored to specific models rather than running them on general-purpose hardware.

AMD aims to integrate the startup's approach into its product roadmap to accelerate AI processing speeds. The deal reflects a broader industry push toward specialized silicon for artificial intelligence applications.

## Sources

- [theregister.com](https://www.theregister.com/systems/2026/08/06/amd-acquires-ai-chip-startup-taalas-to-boost-inference-performance-by-etching-models-into-silicon/5284344)

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Retrieved: 2026-08-07T01:36:38.029Z
Publisher: Tech & Business (techandbusiness.org)