
The Arena
AMD buys Taalas to hardwire AI models into silicon
Inference is where the AI hardware war is being fought, and AMD just made its biggest move yet: a definitive deal to acquire Taalas, the Toronto startup that etches model weights directly into transistors. Also in the mix: a 2-bit Qwen3.6 that fits on a 16 GB GPU, and Anthropic's quiet worry that its money is outrunning its mission. AMD has agreed to acquire Taalas, the AI-inference startup that bakes a model's weights and dataflow directly into silicon.





