Apakah Anda sudah mulai belajar menggunakan alat-alat AI? Membuat prompt yang baik dan tepat adalah syarat penting untuk AI dapat dipakai dengan benar. Yuk, ikuti acara #AITalks GoAI! yang akan menolong kita belajar 6 strategi/pola membuat prompt, termasuk cara-cara/taktik, tip dan trik membuat prompt yang hebat. Wow! Mari belajar bersama. Catat tanggalnya: Senin, 5 Februari 2024, pkl. 10.30 - 12.00 WIB via Zoom. Wajib daftar di: https://bit.ly/sabda-ai Kontribusi: Gratis! Untuk info lebih lanjut, kontak WA Admin di 0821-3313-3315 atau email di live@sabda.org! #SABDA #SABDAYLSA #SABDAEvent #AlkitabSABDA #SABDAAI #AITalks #AI4GOD #GoAI

2. Agenda:
AI dan Strategi2
Prompting
1. Intro / Basics … AI, Prompting, F.O.K.U.S., AI-4-GOD
2. Strategy !! ⇒ AI’s many types/uses/purposes
3. 3.1. AI Factors + 6 OA Strategies/Techniques
3.2. Strategic AI Formulas / Templates / Types
3.3. RTF, FrameWorks – Patterns/Pola2
4. AI Cases+Examples // Prompting Tips+Tricks
5. Next Levels – Advanced Prompting + Warnings!!
6. The AI Future …

3. AI dan Strategi2
Prompting
1. Intro / Basics
● What is AI ⇒ ML+LLMs … Multi-Modal
● Algorithms … 7stages … AGI
○ Informational ⇒ Conversational ⇒Interactional
● Prompting Defined ⇒ Communication/Conversation
● Prompting Review ⇒ F.O.K.U.S.
● AI 4-3-2-1-! … … … AI-4-GOD !

6. AI dan Strategi2
Prompting
1. Intro / Basics
1. History of progress(ion) of AI (ML+LLM)
Algorithms ⇒
⇒ Classification ⇒
N ⇒ Informational ⇒
O ⇒ Conversational ⇒
W ⇒ Interactional ⇒
⇒ Functional / Agency
⇒
⇒ Multi-Modal ⇒

7. Characteristic of AI
(NOW)
Informational | Conversational | Interactional

9. AI dan Strategi2
Prompting
1. Intro / Basic
Apa itu Prompt + Prompt Engineering ?
■ Prompt: adalah teks atau instruksi (berupa pertanyaan, perintah,
atau informasi) yang diberikan kepada AI untuk
dikerjakan/dilakukan. (Seperti “Teks” WhatsApp…)
■ Prompt Engineering / Prompt Designing: adalah proses
merancang prompt yang efektif (berupa pemilihan kata-kata,
struktur kalimat, dan konteks yang tepat) untuk mendapatkan
hasil yang diinginkan dari AI. Mirip dengan conversation skills
dengan orang lain (ttp dgn AI) ini adalah ILMU + SENI !!

10. F.O.K.U.S.
Kunci sukses Prompt yang baik!!
● F = Format
● O = Obyektif
● K = Konteks
● U = User/Usage
● S = Spicy⇒ Spesial, Spesifik, Style

11. AI 4-3-2-1 !
4 Fakta ⇒ AI Ada / Terus/ Ubah / Respons
3 Tujuan ⇒ Bicara3
/ Coba3
/ Bagi3
2 Hasil ⇒ Learn / Serve ⇒ (Teach / Lead)
1 Keinginan ⇒ AI-4-GOD !
! =Sekarang= !!

12. AI dan Strategi2
Prompting
2. AI Types, Uses, Purposes
● AI – Many Types-Brands-Products (Charts)
● AI – Many Uses-Functions-Purposes (Charts)
● Generative AI – ALL Purpose via Prompting !!
● Need and Definition of
⇒ Strategy !!
and Tactics !!
⇒ Key to Prompt Engineering !!
Strategic Prompting !!

22. AI dan Strategi2
Prompting
3. Prompting Strategies
● 3.1. AI Factors + Prompt Engineering
○ 6 Powerful Strategies/Tactics from OpenAI
● 3.2. Strategic AI Formulas / Templates / Types
○ One/Few/Many-Shots, COT, … 10+ methods
● 3.3. RTF, AI FrameWorks – Patterns/Pola2
○ RTF=Role/Task/Format, and Aspects of Prompts
○ Lists, Charts, and “Cheat Sheets”

23. AI dan Strategi2
Prompting
3.1. Prompting Strategies
3.1. AI Factors + Prompt Engineering
○ 6 Powerful Strategies/Tactics (from OpenAI)
■ Clarity ◾Think
■ Context ◾Tools
■ SubTasks ◾Testing
○ ( see Chart )

24. AI dan Strategi2
Prompting
3.1. Prompting Strategies
Six Strategies untuk hasil yang lebih baik (OpenAI)
● Kejelasan (Clarity): Membuat instruksi yang jelas.
● Konteks (Context): Mencantumkan teks referensi.
● Sub-Tugas (Subtasks): Membagi 1 tugas kompleks ke dalam
beberapa tugas yang lebih sederhana.
● Berpikir (Think): Berikan waktu kepada model untuk berpikir.
● Alat-alat (Tools): Menggunakan alat-alat eksternal.
● Uji Coba (Testings): Pengujian secara sistematis.
( lihat Chart )

25. AI dan Strategi2
Prompting
3.1. Prompting Strategies
Six Strategies for getting better results (OpenAI)
● Clarity: Write clear instructions
● Context: Provide reference text
● Subtasks: Split complex tasks into simpler subtasks
● Think: Give the model time to "think"
● Tools: Use external tools
● Testing: Test changes systematically
( see Chart )

27. Six Strategies untuk mendapatkan
hasil yang lebih baik (OpenAI)
● Clarity: Tulis instruksi yang jelas
● Context: Sediakan teks referensi
● Subtasks: Membagi tugas yang
kompleks menjadi sub-tugas
yang lebih sederhana.
● Think: Berikan waktu kepada
model AI untuk "berpikir"
● Tools: Gunakan alat bantu eksternal
● Testing: Menguji perubahan secara
sistematis

28. Six Strategies for getting better results
(OpenAI)
● Clarity: Write clear instructions
● Context: Provide reference text
● Subtasks: Split complex tasks into
simpler subtasks
● Think: Give the model time to "think"
● Tools: Use external tools
● Testing: Test changes systematically

30. AI dan Strategi2
Prompting
3.1. Prompting Strategies
Seven Strategies untuk hasil lebih baik (oleh Meta)
● Instruksi: Tulis instruksi yang eksplisit/jelas
● Contoh: Berikan contoh yang diinginkan
● Bidang Utama: Jawaban / perspektif ahli / pengguna
● Rangkaian Berpikir: Panduan proses “berpikir”
● Formatting: Format (Tipe/Bentuk) hasil yang spesifik
● Batasan Konten: Cakupan dan sumber jawaban
+ Self-Consistency: Pengujian/pengulangan untuk QC (Bagan)

31. AI dan Strategi2
Prompting
3.1. Prompting Strategies
Seven Strategies for getting better results (Meta)
● Instructions: Write explicit/clear instructions
● By-Examples: Provide examples of desired output
● Role Based: Perspective/Expertise of answerer
● Chain-of-Thought: Guide the "thinking" process
● Formatting: Format (Type/Shape) of specific output
● Content Limits: Scope and source of answer
+ Self-Consistency: Testing/Repetition for QC (Chart)

32. Seven Strategies for getting better results (Meta)
● Instructions: Write explicit/clear
instructions
● By-Examples: Provide examples of desired
output
● Role Based: Perspective/Expertise of
answerer
● Chain-of-Thought: Guide the "thinking"
process
● Formatting: Format (Type/Shape) of specific
output
● Content Limits: Scope and source of answer
+ Self-Consistency: Testing/Repetition for QC
(Chart)

33. Seven Strategies untuk mendapatkan hasil yang
lebih baik (Meta)
● Instructions: Tulis instruksi yang
eksplisit/jelas
● By-Examples: Berikan contoh hasil yang
diinginkan
● Role Based: Perspektif/Keahlian penjawab
● Chain-of-Thought: Memandu proses
"berpikir"
● Formatting: Format (Jenis/Bentuk) dari
keluaran tertentu
● Content Limits: Cakupan dan sumber
jawaban
+ Self-Consistency: Pengujian/Pengulangan
untuk QC (Bagan)

34. AI dan Strategi2
Prompting
3.2. Prompting Strategies
3.2. AI Strategy Formulas / Types / Templates
○ Strategies/Tactics
■ One-Shot ◾ Grounding
■ Few-Shots ◾ Dialog/Conversational
■ Zero-Shot ◾ By-Example
■ Chain(ing)s ◾ CoT (Chain-of-Thought)
■ Reversal ◾ Tree-of-Thoughts
○ Can be combined with others … ( see Chart )
○ Also, use By-“Imitation”, and Prompt Galleries … learn together !!

38. Prompt
Engineering
Programming
Patterns
0
0
0
0

40. AI dan Strategi2
Prompting
3.3. Prompting Frameworks
3.3. AI Frameworks + Patterns/Pola2
○ “Recipes” for Strategic Prompting
■ RTF ⇒ Roles–Tasks–Format
■ FOKUS ⇒ Format–Objektif–Konteks–User–S4
■ CREATE ⇒ Context-Roles-Ex.-Audience-Task-Extras
■ CARE ⇒ Context–Action–Result–Example
■ RISE ⇒ Role–Input–Steps–Expectations
■ Hybrid … combined … and others … (BAB/TAG..)

41. Banyak
Framework
yang
lainnya.

42. AI dan Strategi2
Prompting
3.3. Prompting Frameworks
3.3. AI Frameworks + Patterns/Pola2
Recipe: RTF ⇒ Roles–Tasks–Format
■ Roles ⇒ Act as [Role] Anda adalah [Peran]
■ Tasks ⇒ Create a [Task] Membuat [Tugas]
■ Format ⇒ Show as [Format] Dalam [Format]
Acting as [ROLE] perform this [TASK] in this [FORMAT]
Sebagai [PERAN] buatlah [TUGAS] dalam [FORMAT]
Note: F.O.K.U.S. adalah Framework yang lebih lengkap/luas dari “RTF” … :-)

43. RTF
-Roles
-Tasks
-Format
RTF (Indo)
-Peran
-Tugas
-Format

44. RTF (Modified)
-Roles
-Tasks
-Audience
-Tone
-Context
-Questions
-

45. AI dan Strategi2
Prompting
3.3. Prompting Patterns
3.3. AI Patterns/Pola2
○ “Aspects” of Strategic Prompting
■ ⇒ Role – Task – Format
■ Tone / Voice / Style (Gaya Respons)
■ Task: Instructions / Steps / Goal / Examples
■ Context ◾ Topic ◾ Persona / Age / Audience
■ Input / Output ◾ Criteria / Limits ◾ Language
■ Length ◾Temperature ◾Tokens ◾ Tuning ◾ QC
■ Restrictions / Include / Details/ Special Requests

46. AI dan Strategi2
Prompting
4.1. Prompting Examples
4.1. AI Projects/Cases
■ Infografis Paskah ◾ SM+Kurikulum
■ ai.sabda.org/tentang/ ◾ Ajar PM/Agile
■ AI Squared (PA dgn AI) ◾ Data Conversion
■ #unHACK / AI Expo ◾ Coding/Debug…
■ Multiplikasi Khotbah ◾ PA2
, Yunus, ROC…
■ AlkitabSABDA/BaDeNo ◾ Telaga/Konseling
■ AlkitabGPT ◾ Prompting Guides

47. INFO-
GRAFIS
PASKAH

48. Metode AI
4 Langkah
2
Awali …
Investigasi …
Ajaran …
Implementasi …

49. MMS/Whisper >> Transcript
Rangkuman 10 Topik Kutipan 7 Hari Aplikasi
Blog Pokok Doa Renungan 7 Hari Lesson Plan
Khotbah ⇒
Multiplikasi

50. MMS/Whisper >> Transcript
Khotbah ⇒
Multiplikasi
Blog Pokok Doa Renungan 7 Hari Lesson Plan

51. MMS/Whisper >> Transcript
Khotbah ⇒
30+ Hasil!
Rangkuman 10 Topik
Motivasi 7 Hari
Aplikasi
Blog Pokok Doa Renungan 7 Hari
Lesson Plan
Vlog
Reels Guide Books
QnA
PA
Renungan 1 Bulan
Outline
Apps
PPT
Aktivitas
Lagu
Infografis
Alat Peraga
Warta
Quotes
Podcast Audio
Video Clips
Drama
Tagging
Seminar
Konteks
E-Buku
Subtitle
Translate
Bahan Komsel
Bahan SM
Kreativitas
Pemuda
Edukasi Dan banyak lagi…
Kurikulum

52. Prototype

53. Prototype

55. WORKSHOP dan TRAINING
AI DAN PROMPTING

56. AI dan Strategi2
Prompting
4.2. Prompting Tips+Tricks
4.2. The Perfect Prompt !! ?? !!
■ Task
■ Context
■ Examples
■ Persona
■ Format
■ Tone

59. Contoh Prompt dengan F.O.K.U.S.:
Jelaskan kepada saya mengenai {topik} dalam perspektif
{Alkitab}, untuk melakukan PA, yang akan ditujukan untuk
anak {usia}, dalam bentuk bullet point. Berikan juga ayat
Alkitab pendukung di setiap bullet point
● F = Format: “dalam bentuk bullet point”
● O = Objektif: “untuk melakukan PA”
● K = Konteks: “dalam perspektif Alkitab”
● U = User: “untuk anak usia 7 tahun”
● S = Spice: (bumbu)
Style, Spesifik, Spesial:
“dukungan ayat Alkitab sebagai referensi”

60. AI dan Strategi2
Prompting
4.2. Prompting Tips+Tricks
4.2. The Perfect Prompt !! ?? !!
■ Task
■ Context
■ Examples
■ Persona
■ Format
■ Tone
F.O.K.U.S.
● Format
● Objektif
● Konteks
● User/Usage/Role
● Spicy⇒Spesifik,Spesial, Style

61. AI dan Strategi2
Prompting
4.2. Prompting Tips+Tricks
4.2. Simple Commands, … and many more !!
■ List …
■ Act as … [Role]
■ Continue
■ Elaborate
■ Summarize
■ Pros and Cons
■ … and many more .. master the basics !!

62. AI dan Strategi2
Prompting
4.2. Prompting Tips+Tricks
4.2. Conversational skills are 2-way !!
■ Be polite ◾ Be honest ◾ Be realistic/patient
■ Good conversations take time – NOT instant !!
■ Ask, and if, needed ask again/clarify
■ Listen, learn, receive – give (feed)back.
■ ie, Interact 2-way … dialog … sharing
■ Neither side is ‘stagnant’ … each changes/grows.
People who are good at conversation do well with AI !!

63. AI dan Strategi2
Prompting
4.2. Prompting Tips+Tricks
4.2. Jangan …
■ Vagueness
■ Leading Questions
■ Never Ignore Context
■ Never Ignore Prompt Structure
■ Don't make assumptions, … and double check !!
■ Mind reading is NOT yet possible !!
■ One size does NOT fit all …

64. AI dan Strategi2
Prompting
4.2. Prompting Tips+Tricks
4.2. Selalu …
■ Practice
■ Practice
■ Practice
■ And then learn some more !!
Remember … AI is always learning and growing …
THUS, we too must adapt, learn, grow in our skills !!

65. 5. Next Level … Apa lagi dan lebih advanced?
■ Media Prompting + Multi-Modal Prompting
■ Code / API / Scripts / Variables-Placeholders
■ Specialized AI Tools / Plug-ins / Apps
■ Custom GPTs, ChatBots, … Explainable AIs
■ RAG, Fine-Tuning, Embedded, Vectors, Data
■ R+D, Enterprise, Educational … =LOTs=
■ Agents and “AGENCY” (ex. Newspaper-GPT)
AI dan Strategi2
Prompting
5.1. Advanced Prompting

66. 5.2. Warnings/Bahaya !!
■ AI is dangerous, AI is Scary !!
■ Hallucinations, Errors, … NOT Intelligent ??
■ Ethics / Morals / Bias(es) … Job Losses ??
■ Scams/Hoaxes … misuse and abuse
■ Loss of quality … loss of Truth and Trust !!
■ CyberWarfare / CyberSecurity / Bad Actors
■ AGI / ASI // Singularity … and Extinction ??
AI dan Strategi2
Prompting
5.2. Prompting Dangers

67. 5.3. Spiderman Quote
■ With great Power, comes great Responsibility !!
5.3. SABDA Quote
■ AI-4-GOD !! // Serving AI Generations now !!
■ AI is the Future – Building the future together !!
5.3. Bible Quotes
■ You can NOT serve two masters …
■ Freely Receive, Freely Give !!
AI dan Strategi2
Prompting
5.3. Responsibility !!

68. 6.1. Call to action … prepare … learn … use …
…share … bless … scale … repeat !!
■ AI Prompting for God’s purposes, God’s people,
and for God’s Kingdom !!
6.2. AI grows+learns continuously, quickly !!
■ Our skills/abilities … do we do the same ??
■ What/How can this be redeemed for HIM ??
AI dan Strategi2
Prompting
6. The Future – Prompting

69. 6.1. Call to action … prepare … learn … use …
…share … bless … scale … repeat !!
■ AI Prompting for God’s purposes, God’s people,
and for God’s Kingdom !!
6.2. AI grows+learns continuously, quickly !!
■ Our skills/abilities … do we do the same ??
■ What/How can this be redeemed for HIM !!
AI dan Strategi2
Prompting
6. The Future – Prompting
AI-4-GOD !!

70. Review:
AI dan Strategi2
Prompting
1. Intro / Basics … AI, Prompting, F.O.K.U.S., AI-4-GOD
2. AI’s many types/uses/purposes ⇒ Strategy !!
3.1. AI Factors + 6 OA Strategies/Techniques
3.2. Strategic AI Formulas / Templates / Types
3.3. RTF, FrameWorks – Patterns/Pola2
4. AI Cases+Examples // Prompting Tips+Tricks
5. Next Levels – Advanced Prompting + Warnings!!
6. The Future …

72. EXTRA Slides
and Resources
https://platform.openai.com/docs/guides/prompt-engineering/strategy-write-clear-instructions
https://learnprompting.org/
https://www.promptingguide.ai/