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From assistance to execution: How enterprises put AI to work

OpenAI 12 August 2026, 06:00 ● Covered by 4 sources

OpenAI research describes how enterprises are moving from AI assistance to AI execution by adopting agentic AI. The report cites ChatGPT and Codex as tools used in these deployments. As a result, firms’ workflows shift toward systems that carry out multi-step tasks rather than only answering questions.

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OpenAI research reveals how enterprises are adopting agentic AI, using ChatGPT and Codex, and how frontier firms are pulling ahead in AI adoption.

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TLDRocket 4 September 2026

Nvidia’s $12.93 billion acquisition of Hugging Face is the day’s loudest signal that “open models” are becoming infrastructure. The deal, completed September 2, moves the French-founded platform entirely into US ownership, just as Hugging Face itself reports a library of more than 3 million models and roughly 18 million developers. The question now isn’t whether open-weight tooling works, but who gets paid once it turns into enterprise operations—safety evaluations, deployment pipelines, and inference in production. Nvidia’s play is to sit closer to the workflow than a box of GPUs ever could, and it pairs neatly with new Personal AI Router (PAIR), which aims to spread agentic sub-tasks across your home machines by clustering and redistributing work when nodes drop.

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From assistance to execution: How enterprises put AI to work

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