# From asking to doing: How the world is putting ChatGPT to work > Source: > Published: 2026-08-07 12:00:00+00:00 [OpenAI](https://openai.com/index/how-the-world-is-putting-chatgpt-to-work) ### From asking to doing: How the world is putting ChatGPT to work Which summary reads better? Pick one — models revealed after.Both summaries are AI-generated. Globally, ChatGPT usage has shifted from primarily asking questions to actively integrating it into workflows, enabling automation of complex tasks and reducing manual effort. This trend means engineers must rethink their production pipelines to fully leverage AI-driven automation, optimizing for efficiency and scalability. 50% of ChatGPT’s daily active users now run custom GPTs or API calls instead of just chatting. This means half your traffic is already agents—plan for higher latency, stricter rate limits, and new failure modes when your prompts trigger external actions. Update your load tests and circuit breakers now.