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Description

MuleRun is an advanced AI agent platform built to automate workflows and complete complex tasks without constant user interaction. Instead of functioning as a simple chatbot, MuleRun operates on a dedicated computer environment that stays active around the clock. This always-on infrastructure allows the AI agent to continue working even when users close the application or step away from their devices. The platform can perform tasks such as creating presentations, analyzing financial data, generating reports, conducting web research, and producing multimedia content. MuleRun agents interact with digital tools, browsers, and files to complete multi-step processes automatically from start to finish. Users can assign workflows once and allow the system to run them independently whenever needed. The platform also supports proactive monitoring of data, systems, and performance metrics. When changes or issues occur, the AI agent can trigger alerts or execute the next steps automatically. MuleRun’s collective intelligence system learns from thousands of completed workflows to improve future performance. This approach enables the AI to become more efficient and capable over time. By providing a continuously running AI workforce, MuleRun helps individuals and teams automate routine and analytical work more effectively.

Description

OpenAI Dots are persistent AI agents powered by GPT-6 Astra that can independently make progress on projects while remaining under the user's direction. A dot functions as an extension of its user by learning how they work, monitoring what requires attention, and using its own cloud computer to carry out tasks between conversations. It can begin with context from ChatGPT memory and use Codex and connected tools to work with relevant applications, documents, data, and workflows. Users can give a dot responsibility for a large project or a smaller recurring workflow and allow it to proactively determine appropriate next steps. Dots can analyze new data, refresh reports and presentations, investigate unexpected results, prepare code and tests, monitor feedback, and draft supporting materials for review. They can also maintain continuity across related tasks, such as updating an investor presentation when new financial data arrives or tracking an API migration until remaining dependencies are resolved. Users can communicate with their dots through ChatGPT on web, mobile, and desktop to provide feedback, change direction, or review work in progress. Permissions and Custom Rules determine which applications a dot can access, which actions it can perform independently, and which activities require explicit approval. Potentially consequential actions are subject to additional review against the user's instructions, configured rules, and applicable safety requirements.