From Ideation to Creation: Designing Your Own AI Assistant

Armağan Amcalar

Neol Creative Gym

June 12, 2023

Who am I?

Armağan Amcalar
Fractional CTO @ Neol
Founder @ ^^coyotiv & MVP Strasse

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Workshop Outline

1. Introduction to LLMs & personalized assistants
2. Introducing the worksheet and platform
3. Idea validation
4. Breakout rooms
5. Sharing results

LLMs & personalized assistants

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2017

Google invented Transformers

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AI's Significance

• AI is now an accessible commodity to everyone

• AI can assist in thinking, problem-solving, and generating novel content and ideas

• For ChatGPT to improve its results, continuous and iterative communication is required

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Examples of Personal AI Assistants

• AI User Experience (UX) Analyst

• AI Design Education Resource

• AI Design Collaboration Facilitator

• AI Customer Support Assistant

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Realizing the Full Potential of GPT

1. System prompts to tackle specific applications and tasks

2. Adding further context with embeddings

3. Fine-tuning with example data

4. Prompt engineering: Advanced prompt techniques like Chain of Thought or Tree of Thoughts

Introducing system prompts

• Specific messages that start / shape the flow of the conversation

• Set the characteristics of the AI assistant

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5-step formula to effective system prompts

1. Establish Identity

2. Define the Chatbot's Purpose

3. Set the Tone

4. Specify the Context

5. Establish Boundaries

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https://ai-lab.mvp.berlin

Let's get to it!

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Links for today

Worksheet on Google Docs

AI Labs Platform ai-labs.mvp.berlin

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Further reading

Thank you Karn!

1. Book : Designing AI Powered Services https://www.bokus.com/bok/9789144165370/designing-ai-powered-services/

2. Augmented Services Canvas
   https://drpontus.medium.com/updating-the-service-design-toolbox-the-cobra-kai-connection-da672b3232fd

3. Book : Designing Agentive Technology
   https://rosenfeldmedia.com/books/designing-agentive-technology/

4. AI + Agencies : From conversation with Manolis Perrakis (Director of Innovation, WeAreSocial, Singapore) on Linkedin

5. https://www.youtube.com/@CorridorCrew

6. https://www.youtube.com/@TwoMinutePapers

7. BrXnd.AI Conference https://brxnd.ai/brxnd-nyc-2023/brxnd-nyc-creative-ai-work

8. AI + Art : From conversation with Harshit Agrawal (AI Artist, Adobe Innovation) on LinkedIn

Further reading

Thank you Karn!

1. Other AI Artists:
   1. Mario Klingemann : https://quasimondo.com/
   2. Sougwen Chung : https://sougwen.com/
   3. Memo Akten : https://www.memo.tv/
   4. Anna Ridler : http://annaridler.com/
   5. Jake Elwes : https://www.jakeelwes.com/

2. AI + Illustration : From conversation with Fabio Carbone of Illustroke.com

   1. Book : Daniel Schiffman - The Nature of Code https://natureofcode.com/

   2. Book : Flatland - A romance of many dimensions https://www.goodreads.com/book/show/433567.Flatland

3. Board of Innovation : Age of CreativeAI Report
   https://www.boardofinnovation.com/creative-ai/

thank you!

presentation:

https://slides.com/armaganamcalar/from-ideation-to-creation-designing-your-own-ai-assistant

Let's keep in touch!

Armağan Amcalar

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