AI accelerator startup shaping inference hardware
SoftBank founder Masayoshi Son has argued data centers in space offer little cost benefit and that the AI race will be decided by Earth-based compute. He cites power costs, transport, and delays as barriers to orbital data centers, while emphasising the ongoing importance of on-Earth infrastructure.
AMD has unveiled its Helios AI rack system at Advancing AI in San Francisco, promising higher throughput and lower cost per token. The system targets hyperscalers and data centers, with partnerships across Microsoft, Anthropic, OpenAI, and others. The move intensifies the race with Nvidia as AMD argues Helios delivers greater inference efficiency.
Anthropic is hiring engineers to design custom chips for Claude and will co-design hardware and models while relying on external hardware partners to scale. Open questions remain about manufacturing partners and timeline as rivals move to in-house Silicon.