OpenAI ChatGPT Agent Complete Guide - Latest July 2025 Announcement¶

Key Points¶

Autonomous Task Execution
Automatically complete complex tasks from start to finish. From checking calendars to creating documents
Web Browsing Automation
Automatically operate websites in a virtual browser. Handles clicks, inputs, and navigation on your behalf
Data Analysis & Document Creation
Process everything from competitor analysis to slide deck creation in one go
Practical Life Assistance
Automate from creating shopping lists to actual purchases

📖 Overview¶

The "ChatGPT Agent" announced by OpenAI on July 17, 2025, represents a significant milestone in the evolution of AI assistants. It integrates the conversational capabilities of traditional ChatGPT, the task execution abilities of Operator, and the research capabilities of Deep Research, enabling autonomous execution of complex workflows based on user instructions.

This new agent is designed as an "action-oriented AI" that goes beyond simply providing information to actually completing tasks, and is expected to have a major impact on productivity improvements in business and daily life.

🔧 Key Features and Architecture¶

Integrated Core Functions¶

The ChatGPT Agent consists of four main components:

Planner: Breaks down user requests into high-level steps
Controller: Executes steps using tools such as browsers, code interpreters, and file management
Executor: Executes actions in a virtual environment that operates like an actual computer
Memory: Stores intermediate steps and context

Virtual Computer Environment¶

The agent executes tasks using its own virtual computer:

# Available toolset
- Visual Browser
- Text-based Browser
- Terminal
- Direct API Access
- Python Code Interpreter

Practical Use Cases¶

# Examples of tasks that can actually be executed
Example 1: "Check calendar and create client meeting summary based on latest news"
Example 2: "Plan a Japanese breakfast for 4 people and purchase necessary ingredients"
Example 3: "Analyze 3 competitors and create presentation slides"
Example 4: "Create a travel plan and book hotels and flights"

💡 Performance and Benchmarks¶

Technical Metrics¶

Humanity's Last Exam: 41.6% score (pass@1)
BrowseComp benchmark: New record of 68.9% (17.4 points improvement over previous)
Autonomy: Capable of fluid switching between reasoning and action

Safety Features¶

Real-time Monitoring: Continuous monitoring during user interactions
Approval System: Requires user approval before sensitive operations
Biological Threat Detection: Dedicated classifier to prevent biology-related misuse

🚀 Available Plans and Usage Limits¶

Available Plans¶

Plan	Monthly Available Tasks	Launch Date
Pro	400 times (virtually unlimited)	July 17, 2025
Plus	40 times	July 17, 2025
Team	40 times	July 17, 2025
Enterprise	TBD	Planned for July 2025
Education	TBD	Planned for July 2025

Phased Rollout¶

ChatGPT Agent began its phased rollout on July 17, 2025, initially available to Pro, Plus, and Team plan users.

⚠️ Considerations and Limitations¶

Current Limitations¶

Monthly Usage Limit: Available usage count is limited by plan
Complex Tasks: Extremely complex tasks require human supervision
Security: Care must be taken when handling sensitive information

Integration with Existing Services¶

Operator Integration: The standalone Operator service (operator.chatgpt.com) is scheduled to be discontinued within a few weeks
API Integration: Integration with the existing OpenAI API is also provided

This article is based on information as of July 18, 2025. For the latest information, please check the official OpenAI website.