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Beyond the Prompt: Educating the AI-Native Generation From “Vibe Coding” to Multi-Agent Orchestration – A Roadmap for HKUST Educators

Beyond the Prompt: Educating the AI-Native Generation From “Vibe Coding” to Multi-Agent Orchestration – A Roadmap for HKUST Educators

Frontiers of Co-Intelligence Education Forum

15 May 2026 (Fri)

12:00pm - 1:30pm

Engineering Commons, HKUST

Prof. Erwin Huang, Adjunct Professor in Division of Integrative Systems & Design (ISD)

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Schedule:

12:00 pm – Light lunch
12:30 pm - 1:30om – Presentation, sharing and discussion,
 

Forum Overview:  

This session explores the critical shift from teaching traditional coding to orchestrating AI agents. We will move beyond the prompt to address the real challenges and opportunities for educators in the AI era, focusing on system design, critical auditing, and developing "Managerial Taste" to prepare the next generation of innovators.
Key Highlights: What You Will Learn


•    Redefine the Classroom with the "Stanford CS146S" Model: Discover how to transition your students from syntax writers to managers of "AI Interns," focusing on orchestration over implementation.
•    Combat the "Vibe Coding" Controversy: Learn why the "Illusion of Competence" is the biggest threat to Gen Alpha learners and how to use new assessment methods, like the Vibe-Check Protocol, to measure true mastery.
•    Navigate the "AI Performance Paradox": Understand the "Equalizing Effect," where AI boosts some students while potentially hindering high-performers, and learn strategies to manage this in your classroom.
•    Prepare for the Era of Coordinated Agents: Gain insights from the 2026 Anthropic State of Coding Report on preparing students for a future of high-performing, multi-agent AI teams, not just single chatbots.
•    Bridge AI Speed with Human Reflection: Explore how HKUST is using Experiential Learning and an "Accelerated Double Diamond" design process to ensure deep learning and critical thinking are not lost to the speed of generation.

 

Bio:

Professor Erwin Huang is a serial entrepreneur, an angel investor, a leader in a social innovation and the eLearning fields. He teaches entrepreneurship attitude, skills and knowledge thru experiential learning courses at HKUST.
He co-founded DreamStarter, an innovative Edutech venture that makes dream projects initiated by school students come true, through raising awareness, mentoring, crowdfunding and crowdsourcing support; and Chairman of VR Educate Limited which fosters the interest in schools using VR/AR technologies. He is also a co-founder of Agent of Change, a social enterprise aiming to provide low-price high-quality daily necessities to grassroots; and Chairman of Social Career, the largest bigdata platform in HK for volunteers and involvement in social causes and services. Before these social education ventures, he ran one of the largest Luxury jewellery public company TSL Jewellery, started various technology startups in Silicon Valley and Europe
 

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