OpenAI News

From assistance to execution: How enterprises put AI to work

According to OpenAI research, enterprise adoption of AI is moving from simple assistance to full execution. The article highlights how organizations are using agentic AI, including tools such as ChatGPT and Codex, to automate tasks. It also notes that frontier firms are pulling ahead in AI adoption, though specific metrics and detailed findings are not provided in the available excerpt.

Statesummarized
Snapshots1
AI Outputs2
Open issues2

validated summary

English

From assistance to execution: How enterprises put AI to work

According to OpenAI research, enterprise adoption of AI is moving from simple assistance to full execution. The article highlights how organizations are using agentic AI, including tools such as ChatGPT and Codex, to automate tasks. It also notes that frontier firms are pulling ahead in AI adoption, though specific metrics and detailed findings are not provided in the available excerpt.

  • Enterprise AI adoption is shifting from simple assistance to task execution.
  • Tools like ChatGPT and Codex are central to agentic AI use.
  • Frontier firms are leading in AI adoption, according to OpenAI research.
  • The article is based on OpenAI's research findings.

Chinese

从辅助到执行:企业如何让AI投入工作

OpenAI的研究显示,企业采用AI正从辅助性功能转向实际执行。文章探讨了企业如何使用ChatGPT和Codex等工具构建智能体AI,并指出前沿企业在AI应用方面已领先。但可用摘录未提供具体数据和详细案例。

  • 企业AI应用正从辅助转向执行。
  • ChatGPT和Codex等工具被用于智能体AI。
  • 前沿企业在AI采用方面处于领先地位。
  • 基于OpenAI的研究。

AI / Enterprise / Agentic AI / ChatGPT / Codex / OpenAI / Business Adoption / Automation / Research / Frontier Firms

Full Article

From assistance to execution: How enterprises put AI to work

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

Snapshots

Fetch evidence retained for parsing and audit.

403 · text/html; charset=UTF-8

08/13/2026, 08:00 AM

943693d579301698c2ff240336d5c16dd8b9e74b9b130191beae3237f37b056a

AI Outputs

Structured model outputs with validation status.

article.summarize

deepseek-v4-flash · valid

{"tags":["AI","Enterprise","Agentic AI","ChatGPT","Codex","OpenAI","Business Adoption","Automation","Research","Frontier Firms"],"titleEn":"From assistance to execution: How enterprises put AI to work","titleZh":"从辅助到执行:企业如何让AI投入工作","summaryEn":"According to OpenAI research, ente...
article.classify

deepseek-v4-flash · valid

{"relevant":true,"confidence":0.9,"primaryTopic":"agent-engineering","secondaryTopics":["ai-research","product-updates"]}

Quality And Digest Links

Open and resolved issues, plus daily digest appearances.

open

article.feed_fallback_used

Article parsing used the source feed summary because the canonical page was unavailable or too short.

{"snapshotId":"cmsqr5gs60fwkpb0kjsh57fd9","feedTextLength":208}
info08/13/2026, 08:00 AM

open

article.fetch_blocked

Fetched page appears to be blocked, challenged, or returned a non-success HTTP status.

{"snapshotId":"cmsqr5gs60fwkpb0kjsh57fd9","statusCode":403}
warning08/13/2026, 08:00 AM