A chipmaker buys a startup that etches model weights into silicon

Claim

AMD bought Toronto's Taalas, which etches weights into silicon rather than using high-bandwidth memory, after a 6nm chip served an 8B model at almost 17,000 tokens a second, each chip locked to one model until re-spin, while Nvidia weighed the blunter fix of less memory in its next architecture.

Reported metric: ~17,000 tok/s

Reporting date: 2026-08-06 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

• Welcome to August 6, 2026 (theinnermostloop.substack.com)