Silicon rush — Anthropic goes in-house, AMD buys Taalas
The day's big story is hardware: Anthropic confirmed it will design its own chips, AMD acquired a startup that etches models into silicon, and OpenAI's Jony Ive device finally took shape. Plus: Suno moves on watermarks.
Anthropic confirmed it is building an in-house "custom silicon team" to design chips for Claude — its first public acknowledgment of a proprietary hardware program. The lab is hiring engineers to co-design chips and models so Claude runs "faster and more efficiently at the scale our customers need," while insisting AWS, Google, Nvidia, and AMD silicon stay central to its "multi-chip approach". Anthropic follows OpenAI's Broadcom-built Jalapeño chip — every frontier lab now treats silicon as a moat, and model/chip co-design is the new battleground for inference cost.
AMD agreed to acquire Taalas, the Toronto startup that hardwires AI model weights directly into silicon for inference. AMD called Taalas "a pioneer in specialized AI inference silicon"; terms were undisclosed, and The Register reports it is a real acquisition rather than an acquihire. Taalas claims order-of-magnitude inference gains by eliminating memory-bound weight loading — if the tech survives contact with AMD's roadmap, it is a direct shot at Nvidia's inference dominance.
OpenAI and Jony Ive's first device is reportedly a hockey puck-sized, screen-free smart speaker designed to feel "human-like." Bloomberg's reporting, picked up by The Verge, Fortune, and The Next Web, describes a portable home companion built around ChatGPT. It is still rumor until OpenAI confirms — but an Ive-designed consumer AI appliance is exactly the kind of product that decides whether AI assistants ever leave the phone.
Suno will watermark and fingerprint all AI-generated music, cap downloads, and tighten guidelines against copycat tracks. CEO Mikey Shulman's post frames it as "building the future of music responsibly," with Audible Magic and Musixmatch screening uploads. It is a credibility play under heavy legal pressure — label lawsuits, a German court loss to GEMA, and the 2025 hack that exposed training-data scraping — and watermarks only help if streaming platforms actually enforce them.
What to watch: whether OpenAI's Ive device ships as rumored, and how fast AMD's Taalas tech reaches production silicon.
Anthropic building its own silicon and AMD buying Taalas — are the labs right to bring hardware in-house? Tell us in the comments.
