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Evolve galaxy · Class 04

AI governance boundaries: Permissions, cost and human handoff

What you'll be able to doSeparate read, write and irreversible permissions, cap costs, and hand high-risk actions to a person.

Teachers
Wisely Chen
Duration
About 35 min
Release date
2026/11/30
NT$ 5270 NT$ 11980
See plans

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

Wisely Chen
Wisely ChenAI Startup Executive

In this class

What this class covers

  1. 01Classify usage scenarios by data sensitivity and action risk
  2. 02Set step, time, and retry limits to bound system execution
  3. 03Understand cloud and on-premises allocation alongside model routing in enterprise settings
  4. 04Understand accountability across incident reporting, investigation, and repair

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

Instructor

Learn with Wisely Chen

Wisely Chen

Wisely Chen

AI Startup Executive

  • Over 20 years of experience in the IT industry, including roles as a Google Cloud consultant and enterprise Data & AI lead
  • Currently an executive at an AI startup, focused on enterprise AI architecture
  • Drives AI agents, on-premise LLMs, workflow automation, and digital transformation in traditional industries

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 This course
  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
  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 0d05:54:28
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 0d05:54:28

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