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Evolve galaxy · Class 06

Self-evolving AI systems: Build your own upgrade system

What you'll be able to doChange one criterion, compare before and after on the same cases, then adopt or roll back.

Teachers
Hai Tseng
Duration
About 30 min
Release date
2026/11/30
NT$ 5270 NT$ 11980
See plans

Buy the Evolve galaxy to get all 7 classes, including this one.

Hai Tseng
Hai TsengDean, SAT Knowledge AI Academy

In this class

What this class covers

  1. 01Explore how evaluation criteria guide system corrections through course examples
  2. 02Understand when to stop during the system correction process
  3. 03Create a record of retest results and adoption decisions

Available on 2026/11/30.Lessons will be listed here once released

Instructor

Learn with Hai Tseng

Hai Tseng

Hai Tseng

Dean, SAT Knowledge AI Academy

  • 20 years of experience in the digital industry: from engineer to VP, general manager, and Chief AI Officer
  • Nearly 15 years at StreetVoice, leading the platform to 20x growth
  • Hands-on AI adoption: focused on making AI part of a company's daily operations

Evolve · 7 classes

7 courses in Evolve

One price covers all 7 classes. Start with the one you want.

  1. 01 Loop engineering: Write acceptance criteria and let AI iterate to passHai Tseng · About 18 min
  2. 02 Turn taste into evals: External signals and machine-readable criteriaSean Liu · About 30 min
  3. 03 Make your team's AI better with use: Shared knowledge, SOPs and quality gatesCarmen Hsueh · About 20 min
  4. 04 AI governance boundaries: Permissions, cost and human handoffWisely Chen · About 35 min
  5. 05 Traces and incident reviews: See it to fix itSean Liu · About 30 min
  6. 06 Self-evolving AI systems: Build your own upgrade systemHai Tseng · About 30 min This course
  7. 07 Five decisions for going all-in on AI: Alignment, process, business model, pricing and budgetSting Tao · About 60 min
See the Evolve galaxy

Plans

This price ends in 0d05:54:30
NT$5,270List priceNT$11,980
  • AI Evolve: 7 lessons
  • 12 months of access, counted per lesson
  • Includes 1 AI skills assessment
  • 0% interest installments: 3, 6 or 12 months (not available for foreign cards)

Multi-buy2 items 10% OFF · 3+ items 15% OFFSee multi-buy

Courses open 2026/11/30 17:00

This price ends in 0d05:54:30

All six galaxies, one price

  • All 6 galaxies, all 35 lessons unlocked
  • 12 months of access, counted per lesson
  • Includes 6 AI skills assessments
  • 0% installments over 3, 6 or 12 months (not valid for foreign cards)
NT$12,800Bought separately List priceNT$50,090 Save NT$9,000 vs. buying separately
NT$5,270List priceNT$11,980 See plans