- AI University @ The Rundown
- Posts
- 🚀 Manus: First look at autonomous computing [Workshop]
🚀 Manus: First look at autonomous computing [Workshop]
The AI that executes full workflows without supervision
Hey there.
Many of the limits of working with AI disappeared a week ago.
That's when Chinese startup Monica released Manus AI — an autonomous agent that transforms how AI interacts with computers.
What makes Manus special is its unprecedented ability to independently execute complex tasks through a sophisticated multi-agent system.
And inside The Rundown University, we secured early access to the platform and shared access with 500 of our members.
They’ve had an exclusive look at what many are calling the next major evolution in artificial intelligence.
Here’s why you need to be ready for what’s coming:
It operates a computer like a skilled professional

Manus works through its own task list in its own browser.
Manus doesn't just respond to prompts. It actively controls computer systems to complete tasks. Through its Linux sandbox environment, it:
Creates and manages its own internal task lists based on your instructions
Runs commands and interacts with terminal environments
Controls web browsers to navigate sites and extract information
Installs necessary software tools without prompting
Updates and deploys applications automatically
Continues executing tasks asynchronously and notifies you with progress
When analyzing stock, for example, Manus doesn't just generate a report – it actively searches financial databases, writes code to process data, builds interactive visualizations, and compiles everything into comprehensive dashboards with executive summaries and investment recommendations.
It outcompetes existing AI tools

Manus AI scored above OpenAI’s Deep Research at every level.
When benchmarked against other AI systems on the GAIA test (which measures real-world problem-solving abilities), the performance advantage is incredible. Compared to OpenAI DeepResearch, Manus is:
16% more accurate at basic tasks (86.5% vs. 74.3%)
2% more accurate at intermediate tasks (70.1% vs. 69.1%)
21% more accurate at complex tasks (57.7% vs. 47.6%)
Whether you’re a financial analyst, a content creator, or a software developer, these improvements deliver significantly reduced error rates, fewer time-sapping iterations, and more reliable results across different tasks.
It bridges multiple systems to deliver complete solutions

Manus can create weeks of content in minutes.
The real breakthrough lies in Manus's ability to orchestrate end-to-end workflows that span different tools and data types.
With this technology, soon:
Business operators will save countless hours on supplier sourcing as Manus navigates complex databases, compiles structured comparison tables, and delivers optimized vendor recommendations tailored to your exact requirements.
E-commerce sellers will boost their bottom line when Manus analyzes store operation data from platforms like Amazon, generates actionable insights with detailed visualizations, and develops customized strategies to increase sales performance.
Content creators will amplify their reach as Manus transforms audio content into curated highlight reels, automatically identifies key insights from podcasts, creates polished transcripts, and produces shareable audio clips across platforms.
HR professionals will streamline recruitment when Manus autonomously processes batches of resumes, analyzes content page by page, organizes information based on specific criteria, and generates candidate rankings that dramatically reduce screening time.
Once you’ve learned how to use Manus, you’ll start moving from using AI tools to AI tools operating computer systems under your direction.
Tasks that once consumed your entire day will happen on autopilot. Projects that required juggling multiple tools will flow seamlessly without your constant attention. Many of the hours you spent on repetitive, tedious work will be reclaimed for strategic thinking and creative problem-solving.
That’s what AI is for.
So consider this a personal invitation to take your first step.
This Friday at 4 PM EST, Dr. Alvaro Cintas is leading a workshop to show you:
How Manus AI outperforms other AI agents and integrates with external tools for seamless workflow execution
How Manus AI autonomously handles complex tasks like data analysis, report generation, and content creation
Real-world use cases of Manus AI in fields like business automation, research, and scriptwriting
By the end of the workshop, you’ll understand how to use Manus AI to boost productivity and automate everyday tasks easily.
While Manus is still in limited beta and evolving rapidly, understanding its capabilities now puts you at the forefront of what's becoming possible with autonomous AI systems.
Stay curious,
Rowan & The Rundown Team
P.S. Right now, access to Manus AI is currently invite only. Their team shared 500 access codes with us, and our members claimed them in hours. Join The Rundown University to be first in line for any potential future codes 👀 (and unlock immediate access to our complete library of AI resources) by starting your 14-day trial here.