Các hoạt động sau được thiết kế cho self-directed learning sau khi hoàn thành khóa AI Fluency: Framework & Foundations.
Giới thiệu
Chọn những cái phù hợp với interest + nhu cầu của bạn. Hoặc dùng làm inspiration tạo activity riêng.
Nguyên tắc chọn:
- Không cần làm hết
- Chọn 2-3 cái resonate nhất
- Dành 30-60 phút mỗi activity
- Quality > quantity — đi sâu vài cái tốt hơn lướt qua nhiều
Activity 1: Build personal AI Fluency plan
- Mục tiêu
- Tạo structured plan để develop AI Fluency của bạn over time.
- Time
- 30-45 phút.
Process với help của AI assistant:
1. Current Competency Assessment
Cho mỗi trong 4D, rate current level:
- Novice — hiểu concept, chưa apply consistently
- Developing — apply trong some situation, không yet automatic
- Confident — apply natural across most situation
| Competency | Level | Specific strength | Area to grow |
|---------------|-------|-------------------|---------------|
| Delegation | ___ | _________________ | _____________|
| Description | ___ | _________________ | _____________|
| Discernment | ___ | _________________ | _____________|
| Diligence | ___ | _________________ | _____________|Identify which way AI interaction (Automation, Augmentation, Agency) bạn currently use most + least effectively.
2. Development Priority Identification
- Select 1-2 competency focus đầu tiên (thường chữ D yếu nhất + chữ D high-leverage cho work bạn)
- Identify specific aspect của competency đó most valuable trong context của bạn
- Consider way of AI interaction bạn muốn become more proficient với
3. Specific Action Planning
Cho mỗi priority competency:
- Activity cụ thể để develop (ví dụ: "Practice Description framework với 3 email/tuần")
- Timeline + frequency cho practice session
- Resource + tool hỗ trợ development
- Success metric — cách recognize progress
4. Accountability
- Share plan với colleague / mentor
- Schedule monthly review với yourself
- Maintain "Fluency log" — note wins + failures
Template prompt với Claude
Help me build personal AI Fluency development plan. My current self-assessment: - Delegation: [level + notes] - Description: [level + notes] - Discernment: [level + notes] - Diligence: [level + notes] I want to prioritize [chữ D] first because [reason]. My work context: [brief] Help me create specific action plan với timeline, activities, and success metrics.
Activity 2: Build personal Prompt & Pattern Library
- Mục tiêu
- Tạo collection personal của prompt hiệu quả + pattern cho recurring AI interactions.
- Time
- 45-60 phút (initial build), ongoing maintenance.
1. Common Task Template Creation
- Identify 5-10 task bạn regularly perform với AI
- Cho mỗi task, develop prompt template consistently produce good result
- Include placeholder / note cho variable information (audience, topic, context)
Example structure:
Usage
Every Friday afternoon, generate status update cho team.
Description
[PRODUCT] Status update document. Format: 3 section (Done, In Progress, Blockers). Markdown. ~300 words total.
[PROCESS] Pull data:
- Completed task (check /tasks/completed-this-week/)
- Meeting summary (Calendar + Slack #team)
- Decision made (scan Slack #leadership)
Apply framework: STAR (Situation, Task, Action, Result) cho each major item.
[PERFORMANCE] Concise. Flag risk Red/Yellow/Green. Include 1-2 question cho manager if needed.
Variables to customize
- Week number: ___
- Key project focus: ___
- Stakeholder mention: ___
Known issues
- AI tend to overstate progress — flag requires my review
- Update format quarterly với team feedback
### 2. Effective Strategy Documentation
- Document specific Description technique work well cho different task type
- Record Discernment pattern help evaluate output more effectively
- Note approach work best cho different interaction mode
### 3. Personal Reference Resource Building
- Organize template + strategy theo way easy search + access (Notion / Obsidian / Google Doc)
- Include example successful output cho reference
- Create system để update library khi bạn discover new effective approach
### 4. Library structure suggestion/AI-Fluency-Library ├── /Templates │ ├── weekly-report.md │ ├── customer-email.md │ ├── meeting-prep.md │ ├── code-review.md │ └── ... ├── /Patterns │ ├── description-by-task-type.md │ ├── discernment-checklist.md │ └── ... ├── /Examples │ ├── success-cases.md │ └── failure-cases.md (lesson learned) └── /Diligence ├── personal-ai-policy.md └── diligence-statement-templates.md
### Template prompt
> "Help me analyze past successful AI interaction. Here are 3 prompt I used last week that produced great output:
>
> [Paste prompt 1]
> [Paste prompt 2]
> [Paste prompt 3]
>
> What pattern made them effective? Help me extract template + principle I can reuse."
---Activity 3: Game Night!
Mục tiêu: Practice precise Description + sharpen Discernment skill qua word puzzle.
Tại sao game?
Puzzle có specific instruction (khác open-ended task như "viết thank-you note"), excellent cho practice clear communication. Because they deliberately tricky, provide great Discernment workout! Bạn có thể learn a lot về careful evaluation guidance của AI thinking process chỉ qua few games.
Try any or all dưới đây.
Activity 3a: Swap Riddles
Tạo riddle (hoặc thử this one):
Five-score and more drums I tap to paint a symphony of light. What am I doing?" Answer: I am typing on a computer keyboard (usually 104 keys) to create pixels on a monitor.
Process:
- Have Claude guess, importantly, explain reasoning
- Note không chỉ what Claude guesses, why
- Don't give answer — instead gently nudge Claude toward right chain-of-thought và context
- Switch sides — ask for riddle in return. Have Claude guide you as you did it.
Skill practiced:
- Description (clear clue giving)
- Discernment (reasoning evaluation)
- Performance guidance (nudge vs solve)
Activity 3b: Co-operative Crosswords
Work on crossword clue together (cryptic crossword clue đặc biệt interesting).
Focus: Không phải về bạn hay Claude giỏi crossword. Focus là learn cách guide + refine thinking:
- "Remember, it's only 5 letters"
- "No can't be that because it starts with B"
- "Maybe they didn't mean 'swallow' like drink, maybe they mean 'swallow' like the bird"
Skill transfer: These steering skill prove surprisingly useful trong "real" project.
Activity 3c: Word Association
Word association games very satisfying + informative play với Claude (hoặc model of choice). Many games freely available online — just search!
Or simply pick 12-20 random words và collaborate với Claude find relationship between them. When bạn notice Claude making questionable connection or overlooking promising pattern, point this out và guide toward better reasoning. Similarly, be open với Claude spotting connection bạn might miss!
Practice tất cả 3 type Discernment:
- Product Discernment: Do answers make logical sense + truly fit cohesive theme?
- Process Discernment: Cách Claude approach solving puzzle? Có consider multiple possibilities? Có focus quá narrowly on one interpretation?
- Performance Discernment: Cách Claude communicate thinking? Clear? Ask good question? Build on suggestion effectively?
Activity 3d: More Game Suggestion
Continue developing Description + Discernment skill qua these activity:
- Twenty Questions: Have Claude think of object/person/concept, try guess by asking yes/no question. Switch role. Notice cách each formulate question + provide clue.
- Collaborative Storytelling: Start story với one sentence, have Claude continue với another, alternate back-and-forth. Observe cách cả hai maintain narrative coherence + build on each other's idea.
- A Wizard Approaches You in the Tavern: Nếu enjoy RPG, try play game hoặc hai với language model as player hoặc game master.
- Concepts & Constraints: Choose complex concept + tight constraint like "explain using cooking metaphors only". Then ask Claude give bạn challenge, try yourself, compare approach.
- Advanced Puzzling: Tạo own logic/word puzzle, challenge Claude solve. Alternatively, ask Claude create puzzle cho bạn solve. (Nếu bạn là programmer, swap puzzle với thorny problem như Project Euler).
Activity 4: Deep dive vào 1 chữ D
Thay vì broad practice, focus đào sâu 1 chữ D bạn weakest trong 1 tuần.
Nếu focus Delegation
- Log mọi task work 1 tuần. Cho mỗi, analyze: Tôi đã Delegate thế nào? Có better option không?
- Build "Delegation Matrix" cá nhân — 20+ task recurring + classification A/B/C/D
- Try switching delegation level (automation → augmentation) cho task thường làm
- Read case studies khác (AbbVie, NBIM, BCI trong Bài 5.2, 5.5) — apply pattern của họ
Nếu focus Description
- Rewrite 5 prompt mỗi ngày sử dụng 3D framework
- Test "ask AI improve my prompt" cho 10 prompt của mình
- Build template library (Activity 2) specifically focus Description
- Study Anthropic prompt library, extract pattern
Nếu focus Discernment
- Maintain "AI failure log" — mỗi output sai, analyze why
- Practice adversarial Discernment — role-play critic
- Cross-source verify habit cho fact/citation/number
- Play Game Night activity (3c) để sharpen
Nếu focus Diligence
- Build detailed personal AI policy
- Draft diligence statement template cho 3 different context (work, academic, personal)
- Study AI regulation update trong industry của bạn
- Practice "Creation Diligence" — document AI tool chọn + reason
Activity 5: Mentor / Teach others
Mục tiêu: Teaching là mastery. Consolidate learning của mình bằng cách explain cho người khác.
Options
- Office hours: Offer 30-min session cho colleague muốn improve AI fluency. Share 4D framework + answer question.
- Team workshop: Run 1-hour workshop on 1 chữ D for team. Include exercise + discussion.
- Write blog post: Share learning từ khóa. Post LinkedIn / internal wiki / personal blog.
- Pair practice: Find buddy, practice 4D framework together 30 min/tuần.
- AI fluency coach role: Become go-to person trong team cho AI collaboration question.
Benefits
- Bạn retain 90% of what you teach (vs. 10% read)
- Practice explain concept in own word
- Receive question bạn chưa nghĩ tới
- Build internal network
Activity 6: Apply 4D sâu cho 1 long-term project
Mục tiêu: Take project real (not course-simulated) + apply 4D end-to-end qua full lifecycle.
Requirement
- Real project với real stakes (work project, personal creation, learning goal)
- Duration ít nhất 4 weeks
- Có multiple major milestone
- Có stakeholder real (team, customer, audience)
Process
Week 1: Delegation
- Full Delegation framework (Bài 5.6 — 4 bước)
- Document plan + share với stakeholder
Week 2-3: Description + Discernment loop
- Execute major task với loop (Bài 5.11)
- Maintain log — pattern Description tốt + Discernment finding
- Iterate based on learning
Week 4: Diligence + Deliver
- Full Diligence audit (Bài 5.12)
- Draft diligence statement
- Ship với confidence
Reflection at end
- Chữ D nào most leveraged?
- Chữ D nào struggled most?
- Lesson cho future project?
Activity 7: Cross-tool comparison
- Mục tiêu
- Develop Platform Awareness qua hands-on testing.
- Time
- 2-3 hours spread across weeks.
Process
- Pick 5 task representative của work bạn
- Try each task trên 3 different AI tool (ví dụ: Claude, ChatGPT, Gemini)
- For each, document: — Output quality — Ease of Description — Tool ecosystem (file handling, integration) — Cost / speed
- Create comparison matrix
Output
Personal cheat sheet: "For task type X, tool Y is best because Z."
Update quarterly as tool evolve.
Activity 8: Build domain-specific AI playbook
Mục tiêu: Cho field của bạn (legal, medical, marketing, etc.), create comprehensive playbook.
Content
- Legal/ethical consideration specific cho field
- Data sensitivity matrix — cái gì safe share, cái gì không
- Common task library — prompt template cho task recurring
- Discernment checklist theo task type
- Disclosure template cho different audience
- Tool recommendation cho field
- Regulation watch list — update nào bạn track
Share
- Internal team wiki
- Personal blog
- Industry community
- Contribute to open source AI Fluency resource
Activity 9: Reflection journal
Time: 10-15 phút/tuần, ongoing.
Template weekly
Wins
- Task: ____ | Approach: ____ | Output quality: ____
- Pattern I discovered: ____
Failures
- Task: ____ | What went wrong: ____
- Root cause: [Delegation / Description / Discernment / Diligence]
- Lesson: ____
Experiments tried
- ____
Reflection
- Chữ D mạnh lên tuần này: ____
- Chữ D cần work tuần sau: ____
- Next week's focus: ____
Insight / quote worth remembering
- ____
Monthly, look back at 4 week — pattern emerge.
---Activity 10: Stay current resource
Mục tiêu: Stay informed as AI landscape evolve.
Sources
Anthropic:
- Anthropic News — product + research update
- Anthropic Research — deep technical paper
- Anthropic Academy — additional courses
Industry:
- Hacker News (tech trend)
- MIT Technology Review
- The Gradient (academic)
- LinkedIn AI thought leader
Regulation:
- EU AI Act news
- Local AI policy (US state, country-level)
- Industry-specific (FDA, FTC, SEC cho relevant field)
Practice:
- Prompt library
- Anthropic cookbook
- Community AI forum
Cadence
- 5 phút/ngày skim headline
- 30 phút/tuần deeper reading 1 topic
- 1 hour/tháng reflect on implication cho fluency
Combining activities — 90-day plan example
WEEK 1-2: Activity 1 (Personal Fluency Plan) + Activity 9 (Journal start)
WEEK 3-4: Activity 2 (Template Library build) + Activity 3 (Game Night)
WEEK 5-6: Activity 4 (Deep dive weakest D)
WEEK 7-10: Activity 6 (Long-term project application)
WEEK 11: Activity 5 (Teach others — share learning)
WEEK 12: Reflect + update Activity 1 plan cho next quarter
ONGOING: Activity 9 (Journal) + Activity 10 (Stay current)Anti-patterns trong self-directed learning
"Tôi sẽ start mọi activity"
Fix: Chọn 2-3, depth > breadth.
"Perfectionism on first attempt"
Fix: First iteration rough OK. Improve over time.
"Alone forever"
Fix: Find buddy / community. Learning together > solo.
"Skip journal vì busy"
Fix: 10 min/week minimum. Compound effect massive.
"Jump to advanced tool before master basic"
Fix: Mastery at basic 4D first. Advanced tool = leverage basic skill.
Final reflection
Hành trình AI Fluency không end with course. Nó là lifelong skill — compound through deliberate practice.
Activity trong bài này là toolkit. Pick what serve bạn. Add own variation. Share với community.
Một lời nhắc cuối: Framework outlast tool. AI tools of today sẽ thay đổi. 4D framework sẽ vẫn relevant. Master framework → leverage any tool.
Cảm ơn bạn đã complete khóa AI Fluency: Framework & Foundations. Chúng tôi look forward seeing cách bạn apply 4D framework trong work + life.
Hành trình tiếp tục. Chúc bạn fluent.
Tài liệu tham khảo
- Tất cả 13 bài trước (5.1 → 5.13)
- Bài 5.14 — Quiz để tự assess
- Anthropic Academy — khóa nâng cao
- AI Fluency Framework book — Dakan & Feller
Feedback
We'd love to hear from you about cách bạn dùng concept từ course trong life, work, classes + any feedback bạn may have.