課程簡介
Prerequisites
No technical background required. Helpful (not required): basic familiarity with AI tools such as ChatGPT or Microsoft Copilot.
Audience
- Team Leaders and Middle Managers
- Project / Product Managers
- Heads of Functions (Operations, Customer Service, Sales)
- HR Business Partners (optional)
Introduction (Human Factors in AI Adoption)
- Why AI adoption fails in real teams: human factors, not tools
- Trust calibration: under-reliance vs over-reliance (automation bias)
- Accountability: “AI can assist, humans remain responsible”
1. Calibrated Reliance (Safe Use in Daily Work)
- Use-case boundaries: what is appropriate for AI, what is not
- Stop rules: when to pause, verify, or escalate
- Common failure patterns and early warning signs
2. Verification Standards (Quality Without Slowdowns)
- Practical verification levels (light, standard, strict)
- Red flags: hallucinations, outdated facts, missing sources, sensitive content
- “Second source” and traceability basics (what to log)
3. Accountability and Decision Hygiene
- Ownership: who validates, who decides, who signs off
- Escalation triggers and decision thresholds
- Decision log: minimum evidence and documentation
4. Team Agreements Workshop (Core Deliverable)
- Working agreement structure: trigger, action, evidence, owner, consequence
- Examples for common workflows (emails, analysis, customer comms, internal docs)
- Aligning agreements with company policy and confidentiality rules
5. Trust and Psychological Safety
- Typical fears: replacement, loss of competence, loss of status
- Manager scripts: how to talk about AI without hype or panic
- Conflict patterns: “pro-AI” vs “anti-AI” and how to de-polarize
6. Light Incident Response (AI Mistakes and Near-Misses)
- Classify incidents: low/medium/high impact
- Contain and communicate (internally and with customers when needed)
- Learning loop: update agreements, templates, and rituals
7. 30-Day Adoption Plan
- Team rituals: weekly check-in, prompt review, incident review, decision review
- Metrics that matter: adoption quality, rework, escalations, trust indicators
- Next steps and follow-up plan
最低要求
- Basic familiarity with everyday workplace workflows (email, docs, meetings).
- Helpful (not required): prior exposure to AI tools such as ChatGPT or Microsoft Copilot
Audience
- Team Leaders and Middle Managers
- Project / Product Managers
- Heads of Functions (Operations, Customer Service, Sales)
- HR Business Partners
客戶評論 (4)
會議效率看似“基礎”,卻常常被忽視,但它對個人和公司的時間有着重大影響。瞭解這些最佳實踐並將其牢記於心,將立即帶來幫助。
Dan Moffatt - Chris Courtemanche
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機器翻譯
提供了很多基礎概念,並且解釋得非常清晰,非常適合團隊的學習水平。練習非常有趣,我相信我的團隊感到舒適並積極參與。與培訓師的協調也非常順暢。
Christlan Tolentino - Canadian Blood Services
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機器翻譯
我特別欣賞講師能夠針對我個人情況,提供詳盡且解釋清晰的回答。
HASAN TAHA URLU - Huber Turkiye
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機器翻譯
練習部分以及培訓師的講解方式
Sorana Haiduc - Ness
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