March 2, 2026

Pentagon-ready AI hardware, mega-funding shakeup & more

Pentagon-ready AI hardware, mega-funding shakeup & more

Today’s Overview

Enterprise adoption of generative AI accelerated in March 2026 as OpenAI secured a massive $110 billion financing round and a Pentagon contract, while new subscription services and open‑source tools expanded high‑performance model deployment. The trend underscores AI’s growing strategic importance for both defense and commercial markets.

  • OpenAI raised $110 billion from Amazon, Nvidia and SoftBank, valued at $730 billion, and signed a Department of Defense contract to run its models on classified networks.
  • The funding round includes a strategic partnership with AWS that shifts OpenAI’s cloud infrastructure to Amazon’s Trainium‑powered services.
  • Perplexity launched the $200‑per‑month Perplexity Computer, orchestrating 19 models such as Claude 4.6, GPT‑5.2 and Gemini, and introduced open‑source embedding models that cut storage needs by up to 32×.
  • Anthropic’s Claude surged to the No. 2 spot in the Apple App Store following the Pentagon dispute, highlighting consumer demand despite regulatory scrutiny.
  • Suno announced 2 million paid subscribers and $300 million annual recurring revenue, proving the viability of subscription‑based generative AI music services.

Top Stories

OpenAI raises $110 billion and lands Pentagon contract after Anthropic ban

OpenAI completed a $110 billion financing round led by Amazon, Nvidia and SoftBank, valuing the company at about $730 billion. Hours later it secured a Department of Defense contract to run its models on classified networks, with a cloud-only deployment and OpenAI engineers embedded in the Pentagon. The agreement positions OpenAI as the primary federal AI partner after Anthropic was designated a supply-chain risk. The company also addressed internal compliance matters, including the dismissal of an employee over alleged insider-trading.

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OpenAI secures $110 billion funding, valued at $730 billion, and deepens AWS partnership

OpenAI announced a $110 billion funding round that values it at $730 billion, the largest AI raise to date. Amazon led with a $50 billion investment, while Nvidia and SoftBank each contributed $30 billion. The round includes a strategic partnership with AWS that expands cloud capacity and adopts Trainium chips, marking a shift away from exclusive reliance on Microsoft’s infrastructure. OpenAI also reported that ChatGPT now serves over 900 million weekly users and that its Codex usage has tripled since January.

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Perplexity unveils $200-a-month Perplexity Computer, orchestrating 19 models with new high-performance embeddings

Perplexity launched Perplexity Computer, a subscription service priced at $200 per month for Max users, that coordinates 19 large language models including Claude 4.6, GPT-5.2 and Gemini. The offering introduces two new embedding models, pplx-embed-v1 and pplx-embed-context-v1, which achieve an nDCG@10 of 81.96 on the ConTEB benchmark. These embeddings feature native quantization-aware training and require no instruction prefixes, simplifying their use as first-stage retrievers in RAG pipelines. The system can instantiate sandboxed sub-agents with independent file systems and browser access, enabling autonomous API calls and document creation without human intervention.

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Quick Hits

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