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MEET
GENERATIVE AI
WHAT MATTERS IN
ARTIFICIAL INTELLIGENCE SERIES
www.andremuscat.com
What matters in AI Series
For executives needing to understand the macro and strategic trends in artificial intelligence, its
opportunities and impact from a non-technical perspective.
WHAT MATTERS IN AI SERIES
AI For
Business
Leaders
1
Utility of AI.
Unleashing new
value across
industries
2
Meet
Generative
AI
3
Intelligent
Automation
(IA)
5
Monetisation
of AI
6
Essentials to
build solutions
with AI
Capabilities
7
Stakeholder
Engagement
in AI Work
8
Risk
Management
in AI Work
9
The Future
of
Productivity
4
www.andremuscat.com
 Discuss Generative AI
 Explore its different forms
 Demonstrate solutions like DALL-E and CHAT-GPT
 Show how existing technologies can be used today
 Map out the maturity state of these technologies
TODAY’S AGENDA
MEET GENERATIVE AI
Super fun session where we show how accessible AI technology is, and use AI
tools available to you today
www.andremuscat.com
MASSIVE BUSINESS INTEREST TO USE AI
20th
Century
Automating Work
21st
Century
Automating
Intelligence
www.andremuscat.com
 Sub-Field of Artificial Intelligence
 Generate realistic and human-like content outputs / conversations
 Across a broad range of content types:
GENERATIVE AI
New Text Code Images & Audio Sales Reports Video Scripts
Summaries (articles
or internal company
documents)
Answer Questions
Language
Translations
Media Campaigns &
SEO Optimisation
Resumes/CV
Newsletters, Blog
Posts & Articles
Social Media Posts
www.andremuscat.com
 Creates new content using existing text, images, video, audio files etc that
tricks the user into believing the content is original/real
Existing Content
GENERATIVE AI
Generative AI
New Content
www.andremuscat.com
 Generating realistic/imaginary photos of human faces, objects and scenes
 From existing photos, sketches or descriptions
 Applying smart manipulations to achieve the desired outcome:
GENERATIVE AI: HOW YOU MAY HAVE EXPERIENCED IT
www.andremuscat.com
 Making people look younger/older
GENERATIVE AI: FACE REJUVINATION / AGIFICATION
www.andremuscat.com
 Improving old images / movies and upscaling them to modern resolutions
 Upgrading filmography from 23 frames per second to 60 frames per second
 Noise reduction
 Colour correction
 Shot stabilisation
GENERATIVE AI: FILMOGRAPHY MODERNISATION
www.andremuscat.com
 Generating front-facing photos from photos taken at different angles
 Generating different angle photos from front-facing
 Used for face verification or face identification systems
GENERATIVE AI: VIGILANCE
www.andremuscat.com
 DALL·E 2 (openai.com)
 Creating realistic and art images from textual descriptions
GENERATIVE AI: DESIGN INSPIRATIONS
www.andremuscat.com
 DALL·E 2 (openai.com)
 “a painting of a man watching a man who is watching another man who is
watching a dog that is watching the first man”
GENERATIVE AI: TEXT TO IMAGE TRANSLATION
www.andremuscat.com
 Create paintings, sculptures and music compositions
 Re-imagine existing portraits → Style of other artists e.g.. Van Goh or Monet
 Create original music compositions
 Create sound effects in real time → User behaviour (games, entertainment)
GENERATIVE AI: ART & MUSIC COMPOSITION
www.andremuscat.com
“Give me the code to
create a to-do app that
allows me to edit the
items and store them in a
cloud database? Please
use React for the front-
end and next js for the
back-end”
GENERATIVE AI: WRITING CODE
Great template to start
from! Saves time!
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
“Write a formula in
Microsoft Excel that
searches for the value in
cell B3 in the sheet "Data"
column A, and then
returns the value in
column B. Use the
XLookup function”
GENERATIVE AI: SPREADSHEET FORMULAS
A B C
1 Product Quantity Price
2 Orange 23,000 1.5
3 Apple 30,000 1.6
4 Banana 36,000 1.7
5 Strawberry 50,000 1.8
6 Cherry 20,000 1.9
www.andremuscat.com
“Talking points for
generative AI”
GENERATIVE AI: TALKING POINTS
Great template to start
from!.. notice any familiar
points we discussed?
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
“How to I cook a mean Beef
Wellington that makes
Gordon Ramsay blush”
GENERATIVE AI: INSTRUCTIONS
…Google
challenger?
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
“Need ideas for valentines
day. Make them more fun
and less sappy “
GENERATIVE AI: SEARCH / CUSTOMER SERVICE
Quick and Easy….
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
“ Summary of the book
‘Rich Dad Poor Dad’”
GENERATIVE AI: BOOK SUMMARIES
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
GENERATIVE AI: EXPLAIN COMPLEX SUBJECT MATTERS
“Explain how for Quantum
Computing works “
Quick and Easy….
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
“Write a one line ad copy of women perfume”
“Write a one line ad copy of men perfume”
GENERATIVE AI: HEADLINES
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
“Need blog post ideas about
generative AI“
GENERATIVE AI: BLOG POST IDEAS
Quick and Easy….
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
GENERATIVE AI: EXPLAIN COMPLEX SUBJECT MATTERS
“Explain how for Quantum
Computing works “
Quick and Easy….
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
“Write a medical letter for a
patient who needs a
prescription for painkillers
as they have an existing
health issue which they
need immediate help with”
GENERATIVE AI: WRITE MEDICAL LETTERS
TRY IT OUT! ChatGPT (openai.com)
www.andremuscat.com
 Purpose → Enabler of higher productivity
 Appreciating that the technology (like ChatGPT) is not:
WHAT IT IS / IS NOT
Johan Zammit, CEO, Smart Studios, Building Software and AI Solutions
Artificial
General
Intelligence
(AGI)
Always
right
Open
Source
Sentient
A search
engine like
Google /
Bing
Replacing
Education
Free
Replacing
original
content
creation
www.andremuscat.com
EXISTING TECHNOLOGIES TO USE AND PLUG-N-PLAY
Sequoia Capital, A creative new world
www.andremuscat.com
STATE OF TECHNOLOGY
Sequoia Capital, A creative new world
www.andremuscat.com
 Discussed Generative AI
 Explored its different forms
 Demonstrated solutions like DALL-E and CHAT-GPT
 Showed how existing technologies can be used today
 Mapped out the maturity state of these technologies
WHAT WE TALKED ABOUT
MEET GENERATIVE AI
Super fun session where we show how accessible AI technology is, and use AI
tools available to you today
www.andremuscat.com
What matters in AI Series
For executives needing to understand the macro and strategic trends in artificial intelligence, its
opportunities and impact from a non-technical perspective.
THANK YOU! WHAT WE EXPLORE NEXT…
AI For
Business
Leaders
1
Utility of AI.
Unleashing new
value across
industries
2
Meet
Generative
AI
3
Intelligent
Automation
(IA)
5
Monetisation
of AI
6
Essentials to
build solutions
with AI
Capabilities
7
Stakeholder
Engagement
in AI Work
8
Risk
Management
in AI Work
9
The Future
of
Productivity
4
www.andremuscat.com
This is an informational piece of work designed to simplify, inform, educate and entertain people around a complex topic.
This publication was built by researching, collating and using publicly available information . It is being made available under the Terms of
Services as published on www.andremuscat.com. Wherever possible, any source materials are highlighted, and remain the full ownership
of their creators/publishers. Any interpretations applied are used to enhance and compliment the understanding of the topic. All opinions
are those of the author alone.
Wherever possible we use data sources that collect data or consider data that spans impacted users, roles and people working across
various industries such as Advertising & Marketing, Airlines & Aerospace, Automotive & Transportation, Business Support & Logistics,
Construction, Machinery, Homes, Education, Entertainment & Leisure, Finance & Financial Services, Food & Beverage, Healthcare &
Pharmaceuticals, Insurance, Manufacturing, Retail, E-Commerce, Real Estate, Telecommunications, Technology, Internet & Electronics,
Utilities and Energy. We also try to consider companies of various sizes across markets and geographies.
In no way or means of this material, are we rendering accounting, business, financial, investment, legal, tax, or other professional advice
or services. This publication is not a substitute for engaged professional advice or services, nor should it be used as a basis for any
decision or action that may affect your business.
Before making any decision or taking any action that may affect your business, you should consult a qualified professional advisor to fully
assess your situation and context.
The author or andremuscat.com shall not be responsible for any loss sustained by any person or organisation that relies on this
publication.
Copyright © Andre Muscat. All rights reserved
EDUCATIONAL CONTENT

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MEET GENERATIVE AI

  • 1. www.andremuscat.com MEET GENERATIVE AI WHAT MATTERS IN ARTIFICIAL INTELLIGENCE SERIES
  • 2. www.andremuscat.com What matters in AI Series For executives needing to understand the macro and strategic trends in artificial intelligence, its opportunities and impact from a non-technical perspective. WHAT MATTERS IN AI SERIES AI For Business Leaders 1 Utility of AI. Unleashing new value across industries 2 Meet Generative AI 3 Intelligent Automation (IA) 5 Monetisation of AI 6 Essentials to build solutions with AI Capabilities 7 Stakeholder Engagement in AI Work 8 Risk Management in AI Work 9 The Future of Productivity 4
  • 3. www.andremuscat.com  Discuss Generative AI  Explore its different forms  Demonstrate solutions like DALL-E and CHAT-GPT  Show how existing technologies can be used today  Map out the maturity state of these technologies TODAY’S AGENDA MEET GENERATIVE AI Super fun session where we show how accessible AI technology is, and use AI tools available to you today
  • 4. www.andremuscat.com MASSIVE BUSINESS INTEREST TO USE AI 20th Century Automating Work 21st Century Automating Intelligence
  • 5. www.andremuscat.com  Sub-Field of Artificial Intelligence  Generate realistic and human-like content outputs / conversations  Across a broad range of content types: GENERATIVE AI New Text Code Images & Audio Sales Reports Video Scripts Summaries (articles or internal company documents) Answer Questions Language Translations Media Campaigns & SEO Optimisation Resumes/CV Newsletters, Blog Posts & Articles Social Media Posts
  • 6. www.andremuscat.com  Creates new content using existing text, images, video, audio files etc that tricks the user into believing the content is original/real Existing Content GENERATIVE AI Generative AI New Content
  • 7. www.andremuscat.com  Generating realistic/imaginary photos of human faces, objects and scenes  From existing photos, sketches or descriptions  Applying smart manipulations to achieve the desired outcome: GENERATIVE AI: HOW YOU MAY HAVE EXPERIENCED IT
  • 8. www.andremuscat.com  Making people look younger/older GENERATIVE AI: FACE REJUVINATION / AGIFICATION
  • 9. www.andremuscat.com  Improving old images / movies and upscaling them to modern resolutions  Upgrading filmography from 23 frames per second to 60 frames per second  Noise reduction  Colour correction  Shot stabilisation GENERATIVE AI: FILMOGRAPHY MODERNISATION
  • 10. www.andremuscat.com  Generating front-facing photos from photos taken at different angles  Generating different angle photos from front-facing  Used for face verification or face identification systems GENERATIVE AI: VIGILANCE
  • 11. www.andremuscat.com  DALL·E 2 (openai.com)  Creating realistic and art images from textual descriptions GENERATIVE AI: DESIGN INSPIRATIONS
  • 12. www.andremuscat.com  DALL·E 2 (openai.com)  “a painting of a man watching a man who is watching another man who is watching a dog that is watching the first man” GENERATIVE AI: TEXT TO IMAGE TRANSLATION
  • 13. www.andremuscat.com  Create paintings, sculptures and music compositions  Re-imagine existing portraits → Style of other artists e.g.. Van Goh or Monet  Create original music compositions  Create sound effects in real time → User behaviour (games, entertainment) GENERATIVE AI: ART & MUSIC COMPOSITION
  • 14. www.andremuscat.com “Give me the code to create a to-do app that allows me to edit the items and store them in a cloud database? Please use React for the front- end and next js for the back-end” GENERATIVE AI: WRITING CODE Great template to start from! Saves time! TRY IT OUT! ChatGPT (openai.com)
  • 15. www.andremuscat.com “Write a formula in Microsoft Excel that searches for the value in cell B3 in the sheet "Data" column A, and then returns the value in column B. Use the XLookup function” GENERATIVE AI: SPREADSHEET FORMULAS A B C 1 Product Quantity Price 2 Orange 23,000 1.5 3 Apple 30,000 1.6 4 Banana 36,000 1.7 5 Strawberry 50,000 1.8 6 Cherry 20,000 1.9
  • 16. www.andremuscat.com “Talking points for generative AI” GENERATIVE AI: TALKING POINTS Great template to start from!.. notice any familiar points we discussed? TRY IT OUT! ChatGPT (openai.com)
  • 17. www.andremuscat.com “How to I cook a mean Beef Wellington that makes Gordon Ramsay blush” GENERATIVE AI: INSTRUCTIONS …Google challenger? TRY IT OUT! ChatGPT (openai.com)
  • 18. www.andremuscat.com “Need ideas for valentines day. Make them more fun and less sappy “ GENERATIVE AI: SEARCH / CUSTOMER SERVICE Quick and Easy…. TRY IT OUT! ChatGPT (openai.com)
  • 19. www.andremuscat.com “ Summary of the book ‘Rich Dad Poor Dad’” GENERATIVE AI: BOOK SUMMARIES TRY IT OUT! ChatGPT (openai.com)
  • 20. www.andremuscat.com GENERATIVE AI: EXPLAIN COMPLEX SUBJECT MATTERS “Explain how for Quantum Computing works “ Quick and Easy…. TRY IT OUT! ChatGPT (openai.com)
  • 21. www.andremuscat.com “Write a one line ad copy of women perfume” “Write a one line ad copy of men perfume” GENERATIVE AI: HEADLINES TRY IT OUT! ChatGPT (openai.com)
  • 22. www.andremuscat.com “Need blog post ideas about generative AI“ GENERATIVE AI: BLOG POST IDEAS Quick and Easy…. TRY IT OUT! ChatGPT (openai.com)
  • 23. www.andremuscat.com GENERATIVE AI: EXPLAIN COMPLEX SUBJECT MATTERS “Explain how for Quantum Computing works “ Quick and Easy…. TRY IT OUT! ChatGPT (openai.com)
  • 24. www.andremuscat.com “Write a medical letter for a patient who needs a prescription for painkillers as they have an existing health issue which they need immediate help with” GENERATIVE AI: WRITE MEDICAL LETTERS TRY IT OUT! ChatGPT (openai.com)
  • 25. www.andremuscat.com  Purpose → Enabler of higher productivity  Appreciating that the technology (like ChatGPT) is not: WHAT IT IS / IS NOT Johan Zammit, CEO, Smart Studios, Building Software and AI Solutions Artificial General Intelligence (AGI) Always right Open Source Sentient A search engine like Google / Bing Replacing Education Free Replacing original content creation
  • 26. www.andremuscat.com EXISTING TECHNOLOGIES TO USE AND PLUG-N-PLAY Sequoia Capital, A creative new world
  • 27. www.andremuscat.com STATE OF TECHNOLOGY Sequoia Capital, A creative new world
  • 28. www.andremuscat.com  Discussed Generative AI  Explored its different forms  Demonstrated solutions like DALL-E and CHAT-GPT  Showed how existing technologies can be used today  Mapped out the maturity state of these technologies WHAT WE TALKED ABOUT MEET GENERATIVE AI Super fun session where we show how accessible AI technology is, and use AI tools available to you today
  • 29. www.andremuscat.com What matters in AI Series For executives needing to understand the macro and strategic trends in artificial intelligence, its opportunities and impact from a non-technical perspective. THANK YOU! WHAT WE EXPLORE NEXT… AI For Business Leaders 1 Utility of AI. Unleashing new value across industries 2 Meet Generative AI 3 Intelligent Automation (IA) 5 Monetisation of AI 6 Essentials to build solutions with AI Capabilities 7 Stakeholder Engagement in AI Work 8 Risk Management in AI Work 9 The Future of Productivity 4
  • 30. www.andremuscat.com This is an informational piece of work designed to simplify, inform, educate and entertain people around a complex topic. This publication was built by researching, collating and using publicly available information . It is being made available under the Terms of Services as published on www.andremuscat.com. Wherever possible, any source materials are highlighted, and remain the full ownership of their creators/publishers. Any interpretations applied are used to enhance and compliment the understanding of the topic. All opinions are those of the author alone. Wherever possible we use data sources that collect data or consider data that spans impacted users, roles and people working across various industries such as Advertising & Marketing, Airlines & Aerospace, Automotive & Transportation, Business Support & Logistics, Construction, Machinery, Homes, Education, Entertainment & Leisure, Finance & Financial Services, Food & Beverage, Healthcare & Pharmaceuticals, Insurance, Manufacturing, Retail, E-Commerce, Real Estate, Telecommunications, Technology, Internet & Electronics, Utilities and Energy. We also try to consider companies of various sizes across markets and geographies. In no way or means of this material, are we rendering accounting, business, financial, investment, legal, tax, or other professional advice or services. This publication is not a substitute for engaged professional advice or services, nor should it be used as a basis for any decision or action that may affect your business. Before making any decision or taking any action that may affect your business, you should consult a qualified professional advisor to fully assess your situation and context. The author or andremuscat.com shall not be responsible for any loss sustained by any person or organisation that relies on this publication. Copyright © Andre Muscat. All rights reserved EDUCATIONAL CONTENT