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Concepts
The compute, chips, systems, data centers, and software stack needed to train and run AI models.
AI infrastructure determines who can train frontier systems, who can serve them cheaply, and where bottlenecks show up in the industry.
Each fact carries its own source note. Draft and source-check labels mean the item should not be treated as a finished reference entry.
DeepSeek described DeepSeek-V3 as a mixture-of-experts language model with model checkpoints available through its linked repository.[2]
NVIDIA announced the Blackwell platform on March 18, 2024.[1]
NVIDIA framed Blackwell as a platform for building and running real-time generative AI on trillion-parameter large language models.[1]
NVIDIA said Blackwell could run real-time generative AI on trillion-parameter models at up to 25 times less cost and energy than its predecessor.[1]
On January 21, 2025, OpenAI announced the Stargate Project, a venture intending to invest $500 billion over four years in new AI infrastructure in the United States, with SoftBank and OpenAI as lead partners alongside Oracle.[3]
Published 2024-03-18. Retrieved 2026-06-07.
NVIDIA press release announcing the Blackwell platform at GTC.
Published 2024-12-26. Retrieved 2026-06-07.
Official DeepSeek announcement linking to the DeepSeek-V3 model and technical report.
Published 2025-01-21. Retrieved 2026-06-06.
Stargate: a new company intending to invest $500 billion over four years in U.S. AI infrastructure for OpenAI; lead partners SoftBank and OpenAI, with Oracle and MGX. Announced at the White House.