Incubating
1 Person Unicron Founders

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Build, Launch & Scale with AI Agents

We empower students with computer science and AI tools to turn ideas into real products, automate at scale, and build globally impactful businesses on their own or with a few souls.

In the AI era, a single person can create what once required an entire company — we make sure students are ready.

Building

1-Person Unicorns

Student 2 Founder

The path to "1-Person Unicorn" is an intensive, year-long journey designed to transform ambitious learners into AI Native startup founders. This isn't just a technical course—it is a structured pipeline that bridges the gap between learning AI skills, building a functional product, and securing seed funding.

By following this path, you will progress through three critical stages:

  1. Capability: Proving your technical skills at the OpenImpact Lab.

  2. Creation: Developing a "Hello World" AI application in a 12-week intensive bootcamp coached by professionals.

  3. Capital: Forming a founding team, building, and pitching directly to Angels to get ready to take off.

The opportunity to join the 2026 cohort is limited: INVITATION ONLY.

If you are ready to build the next generation of AI-native startups, your journey begins with the March 7th application deadline.

Apply For the Course

Level 1
Gain Essential Skills

Getting Your Foot in the Door

The journey to becoming a 1-person AI unicorn starts with a sprint. Before you can build the future, you need to master the tools of the trade. This phase is about proving your capability and securing your spot in the exclusive 12-week bootcamp.

  1. Apply & Register: Submit your interest for our invitation-only program.

  2. Master the Skills: Start your training at the OpenImpact Lab. You’ll need to earn your Foundation Certificate to prove you're ready for the heavy lifting.

  3. The Selection: We announce the final roster for the Q2–Q3 Bootcamp on March 22, 2026.

Pro Tip: Don’t wait for the deadline. Start the OpenImpact Lab course today to ensure you’re ahead of the curve when the "Gate" opens.

Level 3
Live-Fire Exercise

Build An AI Native Startup & Get Founded

This is where the "Unicorn" dream takes shape. You’ll move beyond solo projects and enter a realistic startup training group.

  • Form Your Team: Partner with a group of 3–5 co-founders to combine your strengths.

  • Build the MVP: Develop a Minimum Viable Product based on your own unique vision or tackle a high-impact project from the "Googler Wishlist."

  • Pitch to Angels: Receive weekly coaching to refine your business model and pitch directly to Angel Investors.

  • The Vision: Use your seed funding to launch your AI-native startup and scale into a lean, mean, 1-person-led powerhouse.

Level 2
Bootcamp

Build Your Own "Hello World" AI System

Over 12 weeks, you’ll transition from a student to a creator. You aren't just learning theory; you’re building a functioning AI application from the ground up.

  • The Bootcamp: A 12-week intensive online bootcamp designed to take you from zero to a simple demo.

  • Professional Coaching: You won’t go it alone. Receive two rounds of professional coaching rehearsals to sharpen your technical execution and your presentation.

  • The Reward: Earn your second Certificate of Completion and walk away with a functional "Hello World" AI app that proves your concept works.

Important Dates to Remember

Application Deadline: March 7, 2026. Express interest in joining the Q1 entry By Submitting

Certification Deadline: March 14, 2026. Complete the Foundation course at OpenImpact Lab.

Selection Day: March 22, 2026. Final bootcamp roster announced (The "Gate" opens).

Apply For the Course

Meet the Team

  • Alwin Lin

    FOUNDER

    CS Equity AI

    Linkedin

  • Sam Lin

    LEAD COACH

    Automotive Services XPA Tech Lead

    Google

    Linkedin

  • Ellen (Wen-Hsing) Chang

    MENTOR

    Senior Technical Program Manager

    Google

    Linkedin

  • Li-Ta Hsu

    MENTOR

    Associate Professor

    Hong Kong Polytechnic University

    Linkedin

Application Q&A

  • This course is designed for ambitious high school students who have some basic coding experience and want to tackle a serious AI engineering project. It's perfect for anyone who wants a standout project for their university or internship applications.

  • Yes, fluency in English and comfort in presenting in front of an audience are important for understanding the lectures, collaborations, and presentations during the course.

  • The course is open to all students

    We welcome individuals from various academic backgrounds who are interested in AI.

    Do note that the course, presentation, and team projects will be purely English, so fluency in English is required

  • Moving students beyond theory and basic coding exercises by having them build a complex, multi-component AI agent from the ground up with the help of LLMs

  • While coding experience is not mandatory, it’ll make the course easier. If you have no coding experience, please indicate that in the application.

  • No specific experience is required, but we ask you to describe your familiarity with generative AI to better tailor the course to your needs.

    • Phase 1 (Qualifier): This is self-paced and can take anywhere from 4 to 16 hours, depending on your prior experience. You have until November 6th, 2025, to complete it.

    • Phase 2 (Live Lab): This requires attending a live 1.5-hour session every Saturday at 9 AM (GMT+8) for 8 weeks, plus an estimated 2-3 hours per week for project work.

  • You will be able to explain and potentially replicate the paper MLE-Star published by Google,
    understanding Multiple Agent Systems, and utilize Google’s Agent Development Kit.

  • All teams will present their final projects, and each team member must participate in the presentation. Team members will decide how to allocate speaking roles among themselves.

  • Please click on the “Apply Now” button at the bottom

  • Phase 1 is an open online qualifier.

    Anyone can apply and attempt the self-paced projects. If you successfully complete Phase 1 by the deadline, you will automatically earn a spot in Phase 2, the exclusive live AI Agent Lab.

Apply for the course