AMD's Helios rack-scale system and Anthropic's 2 GW commitment signal a shift toward integrated, rack-level AI infrastructure deployments where silicon, networking, and software are co-opti…

AMD's Helios/MI450 rack system, Cerebras' disaggregated inference partnership, and Google's disclosure of meaningful TPU sales indicate a broadening of the AI hardware ecosystem beyond Nvid…

New AMD accelerator roadmap and Cerebras' phase-optimized inference architecture target the growing inference market, where agentic workloads demand heterogeneous compute and low-latency at…

A high-profile advertiser claims Google is manufacturing search revenue growth via extractive tactics as legacy search is cannibalized by non-monetized LLM queries, though Google counters w…

OpenAI's $750B compute budget through 2030 and Google's first negative FCF quarter reveal an unprecedented infrastructure buildout cycle, funded by debt/equity issuances across hyperscalers…

The recent surge in coding agent usage is directly cited as the catalyst for OpenAI raising its 2030 compute budget from $600B to $750B, signaling that agentic workloads are becoming a prim…

DeepSeek's disclosed unit economics — 85% inference margins, $1B API revenue, 10-month hardware payback on 3-5 year depreciation — demonstrate that inference can be highly profitable at sca…

Reported 85% inference margins, 10-month GPU payback, and $1B API revenue run rate demonstrate that efficient model serving can generate strong cash flows, validating the inference-as-a-ser…

DeepSeek's disclosure of 20K H100 equivalents by May and suggestions that some global GPU access 'may or may not be above board' highlights ongoing uncertainty around China's ability to pro…