____preface
____Recommendation

01 What is artificial intelligence?

01 What is artificial intelligence?
__When, where, and by whom was artificial intelligence created?
__What was the first artificial intelligence like? Was it successful?
__ So what is ‘artificial intelligence’?
02 Has there ever been a winter in the history of artificial intelligence?
__Why did AI winter come?
__ How did the second winter of artificial intelligence come?
__ Will there be a third winter for artificial intelligence?
03 Are there any problems with artificial intelligence?
__Is it impossible for artificial intelligence to be 'common sense'?
__Can't artificial intelligence correct what it has learned on its own?
__ Can we trust artificial intelligence that has learned a lot of data?
04 Does artificial intelligence resemble the human brain and learn like humans?
__Does artificial intelligence have a brain?
__Can artificial intelligence mimic the human brain?
05 How does artificial intelligence learn?
__ Is the way artificial intelligence learns the same as the way humans learn?
__Does artificial intelligence learn only from data?
__ How does deep learning learn to recognize handwriting?
__Are there any cases yet of connecting the human brain and a computer?
__ So can artificial intelligence learn on its own?
06 Are there any problems when artificial intelligence learns data?
07 What is the difference between machine learning and deep learning?
__What are the main differences between machine learning and deep learning?
__What is the intention of talking about artificial intelligence, machine learning, and deep learning without distinguishing between them?

02 What is artificial general intelligence?

08 What happened to the Go world after AlphaGo defeated Lee Sedol?
__ How has the world of Go changed after AlphaGo?
__Is there any field that is expected to change like Baduk?
09 What happened to AlphaGo?
__What happened to DeepMind's AlphaGo after its match against Lee Sedol?
__What kind of artificial intelligence are AlphaGo Zero, Alpha Zero, and Mu Zero?
10 What is artificial general intelligence?
__What differences in position do the differing views on artificial general intelligence stem from?
__ Is there a methodology for implementing artificial general intelligence?
11 What is the singularity? When will it come? What will happen when it does?
__ Will current artificial intelligence technology develop to be better than humans?
__Can we create artificial intelligence that is similar to or better than humans?
__Is artificial general intelligence ultimately impossible?
12 Is it possible to have artificial intelligence that is indistinguishable from humans?
__ Is there any artificial intelligence that has passed the Turing Test?
__Is the Chinese Room Experiment the same experiment as the Turing Test?
Is it possible to have artificial intelligence that is indistinguishable from humans? → Yes.
__Is it possible to have artificial intelligence that is indistinguishable from humans? → Impossible.
13 How far will artificial intelligence develop?
__ What did Ilya Schutskever do?
__Who is Demis Hassabis?
__Who is Andrei Kapasi?
14 Will there ever come a time when machines will be better than humans?
__Can machines do everything humans do better?
__Why did DeepMind create AlphaGo?
__When will artificial intelligence surpass humans?
15 Will there come a world where artificial intelligence dominates humans?
__ Will a world where artificial intelligence attacks humanity really come?
__ Can't we stop artificial intelligence from being used as a weapon?
__What are the typical pessimistic views on artificial intelligence?

03 Artificial Intelligence and Future Jobs

16 What fields does artificial intelligence cover?
__What are some traditional areas of artificial intelligence?
__What are some emerging fields of artificial intelligence?
17 Do I really need to know math to do artificial intelligence?
__Do I need to study mathematics even if I don't develop artificial intelligence models myself?
__Which knowledge do you need more, mathematics or computer science?
18 How can I study artificial intelligence?
__Do I really need an expensive computer with high specs?
__How can I study artificial intelligence on my own?
__ Can I also take the certification exam?
__ Are there any more courses worth taking after I get my certificate?
__Are there any other things I can do besides lectures?
__ Do I really have to go to graduate school?
19 How should I prepare for an interview with AI?
__ Wouldn't it be awkward to have an AI interview?
__Why do we do AI interviews?
__How do I get a good score from AI?
20 What kind of job should I have in the future?
__ Will artificial intelligence continue to develop?
__ Will all blue-collar jobs disappear?
__What jobs will emerge in the age of artificial intelligence?
21 Is it true that the development of artificial intelligence will lead to job losses?
__What jobs can be replaced by artificial intelligence?
__What jobs cannot be replaced by artificial intelligence?
__What jobs can be replaced by artificial intelligence?
22 Are there any areas where humans can do better than artificial intelligence?
__Why did artificial intelligence come into being?
__What human abilities are needed in the age of artificial intelligence?
__ Will artificial intelligence be fair and unbiased?
__ Will artificial intelligence outperform humans in specialized fields?

04 Artificial Intelligence Capabilities

23 Artificial intelligence writes?
__How does artificial intelligence write?
__What if artificial intelligence could write its thoughts?
__ As artificial intelligence advances, will it be able to write novels?
__ If artificial intelligence writes articles, won't the job of a journalist disappear?
24 Artificial intelligence can sing?
__ How could we bring back Kim Kwang-seok, who had passed away?
__ If artificial intelligence makes music, won't we no longer need musicians?
25 Can artificial intelligence compose music?
__What is the principle behind AI composition?
__ Are there AI composers active overseas as well?
__ Will all composers be replaced by artificial intelligence?
26 AI plays golf better than Se Ri Pak?
__ Can an AI robot have a proper golf match with a person?
__ Will artificial intelligence be more accurate than humans in refereeing sports games?
27 Why can't AI speakers understand human speech?
__ Isn't chatbot similar to artificial intelligence speaker?
__Why would you talk to an AI speaker?
__ Is it still a long way to go before we develop artificial intelligence that can converse just like humans?
__ Will the service be available in Korean soon?
28 When will chatbots be ready for proper use?
__How have language models evolved?
__ To what extent can we converse with artificial intelligence?
__GPT-3's capabilities are significant, but will there be other ripple effects?
__ Can chatbots escape ethical concerns?
29 Artificial intelligence can draw pictures?
__Can AI paint like Van Gogh?
__ Will paintings drawn by artificial intelligence ever be sold?
__What should artists do when artificial intelligence draws pictures?
__ Are there any copyright issues with pictures drawn by artificial intelligence?
They say there are 30 AI actors, what will happen in the future?
__ What does an AI learner look like?
__ Would an AI human be valuable as an advertising model?
__ Is deepfake technology, which swaps people with artificial intelligence, really okay?
__ Can artificial intelligence be used in webtoons?
31 How do the emerging metaverse and NFTs relate to artificial intelligence?
__When did the metaverse first come out?
__What on earth are the metaverse and NFTs that are such a hot topic?
__ Is the future of the metaverse any good?

05 Artificial Intelligence (AI+X) and Enterprises by Industry

32 What is the level of artificial intelligence in Korea?
__What characteristics does modern artificial intelligence have?
__What changes will there be if artificial intelligence becomes a national strategy?
__What is the level of artificial intelligence in our country?
33 Can artificial intelligence become a teacher?
__What technology does the AI ​​English teacher use?
__What are the good things about having an AI teacher?
34 Are you developing new drugs using artificial intelligence?
__What is the process for developing new drugs using artificial intelligence?
__Where are the AI ​​drug development companies that are attracting attention?
35 When will fully autonomous vehicles be available?
__What level of autonomous driving is it now?
__What are Tesla's strengths?
__ How will our lives change when the era of autonomous driving arrives?
36 Can You Trust an AI Stock Trader?
__ Can artificial intelligence make money by predicting the stock market?
__ If AI is difficult to predict, can it still identify industry trends?
__ In a stock investment battle between humans and artificial intelligence, who will win?
37 How is artificial intelligence used in games?
__What if AI and humans compete in a game?
__How will artificial intelligence design games?
__How can we utilize game data analyzed by artificial intelligence?
38 How will artificial intelligence be used in the military?
__How can we introduce artificial intelligence into the defense sector?
39 How can businesses use artificial intelligence?
__What does it take to implement artificial intelligence in a business?
__What can artificial intelligence do well?
How can 40 companies adopt artificial intelligence?
__ Should we create a separate department in charge of artificial intelligence?
__ Corporate executives should learn to code?
41 How are companies implementing artificial intelligence?
__ Would it be enough to simply hire an external AI expert?
__ Wouldn't it be possible to solve this by teaching artificial intelligence to internal employees?
__Why is AI training important for executives?
__How can we implement artificial intelligence in businesses?

06 Our Perspective on Artificial Intelligence and Its Future

42 How should we view artificial intelligence?
__Are there things we get wrong about artificial intelligence?
43 How should we view artificial intelligence ethically?
__ Will artificial intelligence be fair?
__ Can artificial intelligence really be used correctly?
44 How should we view artificial intelligence philosophically?
__ How can we restore humanity so that it cannot be replaced by artificial intelligence?
45 How should we view artificial intelligence from a legal perspective?
__What legal issues should we consider when using artificial intelligence?
46 How should we view artificial intelligence from an educational perspective?
__What changes will occur if artificial intelligence is introduced into the education system?
47 What new artificial intelligence technologies will emerge in the future?

__ In conclusion

A future that can be accurately envisioned only when we understand the capabilities and limitations of artificial intelligence.

The reason we often get scared when we hear the word artificial intelligence is because we confuse the concepts of artificial intelligence (AI) and artificial general intelligence (AGI).
In chapters 1 and 2, we first examine how exactly the meanings of these two concepts differ.
The author says that although it is possible to develop artificial intelligence that surpasses human capabilities, it is difficult to develop artificial intelligence that can think like humans.
In short, it is impossible for a 'superintelligence' with intelligence superior to that of humans to emerge.
This is also a part that can be easily concluded by examining the possibility of metacognition, that is, thinking about thinking.
Artificial intelligence has powerful capabilities, but it also has limitations.
The author emphasizes that we should not be overly optimistic about AI, and that we must also consider the human alienation and ethical issues that arise during its introduction.
Additionally, the book presents ways to wisely utilize artificial intelligence for the benefit of humanity.

AI by our side: how far can it go?

Job seekers, students, and policymakers alike are bound to be excited and curious about the potential of artificial intelligence.
A hot topic in the ever-evolving digital age is whether humans will be replaced by machines, and this has a significant impact on how we consider our careers.
Therefore, it is no exaggeration to say that all of us living in this era should be interested in artificial intelligence.
Chapters 3 and 4 explain how far artificial intelligence has advanced as of 2022 and examine in detail what tasks only humans can perform in fields where artificial intelligence may play a significant role in the future.
Since there are still many imperfections in artificial intelligence that make it difficult to fully trust it, human capabilities are also important for future technological advancements.
Therefore, we need to properly understand and learn about artificial intelligence. Drawing on his own experience, the author provides a helpful guide on how even those without AI knowledge can learn AI on their own.


Why Corporate Executives Should Learn to Code

Chapter 5 discusses how to successfully implement artificial intelligence, a hot topic among companies these days.
Most companies are outsourcing AI tasks to dedicated AI teams, which often leads to unnecessary energy consumption in existing interdepartmental communication and work processes.
The author emphasizes that to fundamentally solve this problem, corporate executives must first learn to code.
The days of only having employees code are over.
Corporate executives need to learn AI coding themselves to truly understand the true nature of artificial intelligence, something they've only vaguely touted. Only then can they make accurate decisions tailored to the business environment.
Additionally, training internal employees is just as important as hiring external experts.
When we can say that all employees, including executives, are well-versed in AI, more fundamental change and innovation are possible.


2021 Gartner Hype Cycle for Artificial Intelligence: All Technologies!

The Gartner Hype Cycle graph, published annually by American IT consulting firm Gartner, visually shows expectations for new technologies and their pace of development, providing a guide to technology trends that change every year.
The final part of Chapter 6 of this book introduces all the technologies mentioned in the AI ​​curve graph as of 2021.
From technologies we already know to emerging ones, it will help us predict the future direction of technological development in the field of artificial intelligence.

Readers who need this book

- Field workers at companies seeking to utilize artificial intelligence in their work
Executives and management of companies considering adopting artificial intelligence technology
-General public who are curious about the current state of artificial intelligence technology
-For all readers curious about what can be done with artificial intelligence