Working notes

Custom accelerators change who captures the margin: the designer, the foundry and the packaging step all gain; the general-purpose incumbent keeps the software moat. Edge inference adds the device makers and the low-power architectures.

• Designers and IP: who wins the custom-part sockets.
• Foundry and packaging: capacity and pricing.
• Equipment and memory: the picks-and-shovels read.