Master the skills the job market is actually hiring for.

Follow a job-market-audited Role Path, move through a discipline end-to-end with a Career Pathway, or pursue a university-benchmarked Academic Certificate — each with a Basic → Intermediate → Advanced ladder, direct video learning bridges and a capstone proof-of-work project.

AI-Native Entrepreneurship & Agentic Venture Building

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Open a video or resource link, watch it, then check its box to track your progress and unlock what comes next.

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Curated Certification CEI09

Build startups that use AI as a product primitive and operating advantage: discover AI-native opportunities, prototype with models and agents, design evals, control cost/risk and create defensible workflows.

Benchmark: Curated source set: Y Combinator + OpenAI Academy + Anthropic + Microsoft Learn -- Credential note: this is a Zuyini mastery certificate built from the cited public courses. It is not issued, sponsored or endorsed by the source institutions, providers or companies.

Hands-On Mastery Capstone

Build and validate an AI-native startup concept. Choose a workflow where AI changes the economics or user experience, prototype an agent/model-enabled MVP, define evals and human controls, and test willingness to pay.

Proof Rubric

  • AI-native opportunity thesis
  • workflow map
  • prototype
  • model/tool architecture
  • eval set
  • safety/human-review gates
  • cost/unit economics
  • customer test
  • moat analysis
  • launch plan