MindMap Gallery Super detailed map of Beyond Homo Sapiens by Val Harari
It took more than a month to carefully summarize and modify the mind map. Compared with the official map, it clarifies the logical relationship between the front and back. This book is another masterpiece by Yuval Harari after the "A Brief History of Humanity Trilogy". Over the past 100,000 years, Homo sapiens has accumulated tremendous power, but continuous inventions and conquests have also pushed mankind into an existential crisis.
Edited at 2024-11-20 11:07:06生物学必修科目の第 2 単元は、知識の要点を要約して整理し、核となる内容をすべて網羅しており、誰でも学習するのに非常に便利です。学習効率を高めるための試験の復習やプレビューに適しています。急いで集めて一緒に学びましょう!
これは私の抽出と腐食に関するマインド マップです。主な内容は、金属の腐食、金属の抽出、および反応性シリーズです。
これは、金属の反応性に関するマインド マップです。主な内容は、金属の置換反応、金属の反応性シリーズです。
生物学必修科目の第 2 単元は、知識の要点を要約して整理し、核となる内容をすべて網羅しており、誰でも学習するのに非常に便利です。学習効率を高めるための試験の復習やプレビューに適しています。急いで集めて一緒に学びましょう!
これは私の抽出と腐食に関するマインド マップです。主な内容は、金属の腐食、金属の抽出、および反応性シリーズです。
これは、金属の反応性に関するマインド マップです。主な内容は、金属の置換反応、金属の反応性シリーズです。
above homo sapiens
Preface
Homo sapiens "have the power" but may not have the "wisdom" to control this power
Discovered, invented and conquered a lot
But the existential crisis is gradually approaching
ecological collapse
populist wave
AI out of control
No warning, but new A world war is approaching
International tensions continue to rise
Global cooperation is more difficult
Countries stockpile doomsday weapons in large quantities
Why do Homo sapiens lack reason?
Legend has it that certain fatal flaws in human nature will make Human beings pursue powerful forces that they cannot control at all
Greek Mythology: Phaethon
Goethe's cautionary fable: The magic broom
Both stories are about powerful individuals (possessing magic)
Reality: How Human Power Is Acquired
It is not the strength of individuals that causes disasters
It's because the cooperation network stems from a large number of ordinary people that is difficult to control.
The problem is ultimately a network problem
Religions, countries, companies, markets, etc. are all networks
More specifically, it is an information problem
Information is the glue that maintains network connections
But our understanding of large-scale information networks There is an overall misunderstanding of how things work
Naive view of information (will be mentioned many times in future chapters)
The wisdom that more information brings more power and control
In fact, ignorance is power
Fictional stories, fantasies, and delusions that are extremely confusing Lies sustain some crazy networks
such as religion
Such as the Nazis
Such as populism
Think information is a weapon. Because the establishment wants to hold power, it monopolizes information and deceives the people.
Such as anti-vaxxers
such as flat earthers
The more information there is, the more likely it is that relatively scarce and expensive true information will be submerged in relatively common and cheap information.
Nazi-like neo-totalitarian networks may emerge in the 21st century
It is the largest information revolution in human history, the “magic broom” of the new era—AI
AI knows a lot about humans, but humans know nothing about AI algorithms
AI may create a “silicon curtain” and significantly exacerbate existing human conflicts
Separated by a silicon curtain, there are humans on one side and AI on the other.
Should we still develop artificial intelligence?
The historical development process of human information network (A generation without AI, information network What does it look like? )
What is the message?
Any object has the potential to become information if placed in the right context
Flying pigeons delivering messages are messages
Olive branches and rainbows are symbols of peace and tolerance in the Bible
The shapes and movements of galaxies are information to astronomers
Polaris is a message to navigators
The starry sky is a message to the astrologer
Shutters are information to spies
If the situation were changed, it might not be information.
What is the right situation?
In order to find the truth situation (the naive information view believes that, In this context, any object used is information)
In turn, that is, information is for To search for the truth and thereby present reality?
if yes but
Reality
objectively includes many different aspects
Subjectively encompassing many different viewpoints
the truth
Ability to accurately represent specific aspects and perspectives of reality, But it’s only specific. If it can represent everything in reality, Then it is reality itself, a one-to-one map, Nor can it be said to present all aspects of reality.
Therefore, truth ≠ reality, The truth can never be revealed all aspects of reality
Even through information, I haven't found the truth yet Methods present reality. presents a certain aspect, will inevitably ignore or distorted other aspect.
Therefore, it is too difficult to use information to represent reality, Moreover, many disseminators of information deliberately spread False information, leading to “false truth” and “false reality”
It's fake, it's too simple. People are also willing to accept simplicity, You can use less brain
such as astronomy and astrology
Information, not always reality
What exactly is information?
Some information can present reality, Most of the information is not intended to represent reality; And all information creates connections
The so-called information is the ability to combine different "Dots" are connected to form a "network", thus Create a "new reality"
What truly defines information is "connection", not "rendering" or "symbol"
Music is not meant to represent reality, but it can connect the emotions of many people
DNA is not meant to represent the reality of the body, but it can organically connect the various cells of the body to form a network.
The Metaverse is not meant to represent reality one to one, but to enhance or even replace our world.
Even if the information presents a false reality, it can become a social bonding
As long as the internal logic is self-consistent and this logic is simple and clear. People are more willing to believe in this "reality" Information can easily be used as a brainwashing tool to control certain people Errors, lies, fantasies and fictions prevail
A video describing the US faked moon landing can connect with many viewers
Astrology has profoundly influenced history for thousands of years. The global astrology market still has relatively high valuations in the 2020s
The Bible is one of the most influential books in history text, but there are many discrepancies with reality
For example, the Bible maintains that infectious diseases are God’s Punishment, Preventable through Prayer
story
Story: Infinite Connections
Stories or myths are information. True or false is not important. What is important is that they make Homo sapiens become "ourselves" to each other, thus promoting flexible large-scale cooperation between Homo sapiens. This is the key to Homo sapiens dominating the world. Author This has been emphasized in previous works.
The invention of this technology, which connects people and stories, enables the network to expand to infinity, because stories are like sockets that can connect infinite people.
"Brand" is a good story
That homing pigeon is also a story
Jesus is the more extreme story
They are all the result of emotional projection and single-minded yearning.
Stories add a layer of reality to the universe
Three Levels of Reality in the Universe
Level One - Objective Reality: Stones, Mountains, Asteroids
The second level - subjective reality: pain, joy, love
The third level - intersubjective reality, such as law, Stories about gods, nations, businesses, and currencies
It's stories that make history
Traditional materialist view: History is driven by power relations and material interests. If people do not serve themselves, they will be destroyed by heaven and earth.
People are always driven by objective material interests. The Crusades, the First World War I and the Iraq War were both plotted by elites own economic interests
If history is truly shaped entirely by material interests and power struggles, then When all parties have different opinions, there is no need to discuss and talk at all. There is only violence.
Author's point of view: The traditional materialist view ignores the story's Great power. Stories are noble lies
Homo sapiens formed tribes based on common respect for ancestors and animals Stories such as totems and patron saints have attracted hundreds of thousands of Homo sapiens agree with each other, share risks and benefits, in order to The common "sacred" goal advances and retreats together
Fortunately history is shaped by stories of intersubjective realities, so Sometimes as long as we communicate well, or change what each other believes stories, or find new stories that everyone can accept, you can Avoid conflict and achieve peace
Stories define relationships between large-scale human groups identity, fictional stories are better than truth Phases make it easier for people to unite. because:
(1) Fictional stories can be simple, but the truth is often complex
(2) The truth is often painful and disturbing
But there is a dilemma in history
1. Pursue the truth (not tell stories)
Scientific truth leads to wisdom and power (but only personal power)
2. It is necessary to establish order (telling stories)
Strong order makes the network more solid, so it can also lead to strength (collective power)
But too much pursuit of the truth The story is in danger of collapsing
Most social networks prohibit people from pursuing Certain "destructive" truths, Only the pursuit of "instrumental" truth is allowed, The story is undeniable.
Like Nazi Germany, Weapons science is extremely developed, But it serves a crazy story
Such a network is extremely powerful. but lacks wisdom
But very few, such as the U.S. Constitution, allow people to question and amend it from the beginning
The history of human beings (information networks) is about finding a balance between truth and order. Once the balance is destroyed, information networks (such as various regimes) will not be far from destruction.
But the invention of the written document, more than the invention of the story, made it harder to strike this balance (see next chapter).
FILE: Paper tigers can bite, too
Story is the earliest important information technology developed by mankind.
story limitations
Although inspiring
But empty talk will harm the country
Building a country still needs to be dealt with A lot of tedious and boring routine work Processing massive amounts of data, lists
The meaning of written documents
Humans are good at remembering stories (vivid), but have trouble remembering data (boring)
Before the emergence of written documents, whether it was stories or data, people could only tell them orally and use their brains to memorize them, but their brain capacity was limited.
The birth of written documents broke through the limitations of human brain capacity
Written documents allow humans to create more intersubjective realities (also true and false)
Documents are certificates, everyone must recognize them
Limitations of Written Documents
Information retrieval: Although a large amount of data is recorded, it is difficult to find when using it.
Human beings then classified documents
Documents are classified, and the people who handle them are also classified, forming a bureaucracy.
The bureaucracy, each in charge, formed a new world order
Bureaucracy facilitates the creation of information networks that are larger and more complex than stories
Bureaucracy and mythology go hand in hand
The limitations of bureaucracy and the larger problems it creates
No matter how you classify it, it will never be perfect. The real world is extremely complex and changeable.
Moreover, the purpose of classifying bureaucracies is not to present the real world, but to facilitate their own work. At the same time, it also brings obstacles to the cooperation of different departments (only caring about the interests of one's own department, destroying the interests of the political system)
Therefore, the bureaucracy imposes an artificial order on the world and creates a mechanical and rigid intersubjective reality.
Various forms and certificates are very troublesome and have even become a nightmare for many ordinary people (such as proving that my mother is my mother)
The dangers of bureaucracy: labeling everything in the world, including you (which may not be accurate), is just a work habit or tradition to them, but it will truly determine your destiny
Bureaucracy understands people better
Because we're constantly collecting people's data
People are very ignorant of bureaucracy
Not willing to understand
Human beings like all kinds of bloody stories (biological dramas), but have no interest in various technical details, including the principles and operations of this boring and complicated bureaucracy.
It's also difficult to understand
Because people are governed. People have no way of knowing what is being done with their data
Not understanding means distrust. Conflicts continue. Even angry enough to rise up to destroy the bureaucracy (anti-intellectualism?)
huge problem
All powerful information networks (including bureaucracies), All can be good or bad, depending on how they are designed and used
Bureaucracy (written documents) though creates a larger order, but its complexity determines that it is more than a mythical story The balance between truth and order is even more difficult to achieve.
For a stronger order, We need to design a more complex bureaucracy. The complex bureaucracy also serves its own interests. distorted the truth (Rulers are also willing to sacrifice truth for the sake of order. Bureaucrats will also blame others for their own convenience. Regardless of the complexity of the real world, and put your own Standards are imposed on the people. )so Bureaucracy is also hated. Rulers are also in danger of falling
Well, the truth is still important. In order to support the truth, people In order to balance truth and order, everything was done (in the pre-AI generation) What effort? (Please see next chapter) Since bureaucracy (written documents) emerged because Human brain capacity is limited, so with the advancement of technology, Especially with the emergence of artificial intelligence AI, this super speed Will a super-capacity brain do better than humans? So as to better balance truth and order. (This will be discussed in the second part)
Mistake: Infallibility is an illusion
Humanity is also constantly learning lessons
In order to build a large society, humans must unite people to form an order
So mythology and bureaucracy became the two pillars of large societies.
But the two are not perfect. Rulers will always make mistakes, and people will always wake up. Therefore, people who use these two will always be abandoned and overthrown accidentally.
Therefore, some people think that they can only rely on the almighty God who never makes mistakes.
Some people think that AI in the future can be such a "god"
But can God really solve all this once and for all? Let us first examine the gods of the pre-AI generation—the various religions. What effects have their efforts produced?
Note: From the Stone Age to the AI era, with the continuous advancement of technology, people's information networks have utilized various technologies and are constantly evolving. However, AI is an essential change.
religion
Most important function: Provides superhuman legitimacy to the social order
In other words: God is absolutely right!
So, how is God’s will conveyed?
There will always be someone in the middle to convey the message, how can we ensure that he will not bring in private goods?
Set up a religious regulatory agency to scrutinize these so-called oracle messengers
Compile various religious scriptures Cut out the middleman
Religious classics like the Bible and the Quran are actually a kind of technology
Beginning in 1000 BC, books became an important religious technology
The oracles are collected directly and conveyed directly to believers without "middlemen"
Covering everything from the creation of the universe to the rules of food, and guiding all of human life?
Every book should be the same and no one can tamper with this "blockchain" structure
Human beings dream of being able to avoid the fallible human mechanism through the technology of religious scriptures, but this will always be an unattainable dream.
But none of these methods work
Religious institutions and clergy Will accept bribes to falsely preach oracles
Compile various religious scriptures Problems with books
Who decides what goes into the Holy Book? Still need people to decide
For example, the formation of the Hebrew Bible
Once the content of the canon was finalized, most Jews gradually forgot about it. It is men (albeit wise and trustworthy) who decide what should be included in the Bible. Therefore, we believe that the Bible was given to Moses by God himself
Without printing, books needed to be copied, and copying was prone to errors.
As a result, each book is different
Interpretation of Scripture
Hebrew Bible interpretation
Because in the scriptures Some contents are unclear
Because times have changed, many new things It is impossible to include it in the scriptures
So the Jewish rabbi (the learned Jewish sages), monopolized The right to interpret scriptures has become a new "Middlemen"
After much effort, the rabbis Made a copy of the Bible The interpretation of the classic - "Mishna"
Later many people believed that Mishna is God Written by myself
Later, the interpretation of "Mishna" It became a problem again. thereby creating Interpretation of the Talmud of the Mishna
…
Later, the Jews began to Objections arise over the interpretation of Talmud
…
Divisive Christianity and the Christian Bible
Because they did not believe those rabbis, some splinter dissidents formed Christianity, which also made the interpretation of the scriptures more confusing.
During the same period when the Mishna and Talmud were formed, Christians also created the interpretation text "New Testament". Thus forming the unique Christian Bible
The New Testament also has content disputes and has various branches
For example, some branches respect women, while others do not.
The echo chamber of religious scriptures
Because of the power of interpretation, Jewish rabbis and Christian churches have increasing power
before printing
It is difficult to spread written ideas, and it is easy to contain them.
Some powerful institutions monopolize the right to interpret
People are thus enveloped in an information cocoon.
After the advent of printing
Now that words and ideas are easily disseminated, can we break the information cocoon?
"Witch Hunts" in the European Middle Ages
Inquisitor Kramer's mass circulation of prints "Hammer of the Witches" helped spread witch conspiracy theories across Europe
A large number of innocent people were executed, tortured, denounced, and imprisoned in an inhumane manner.
When people are spreading this theory, no one dares to doubt it, and they even believe in some memories that never happened. People are still trapped in information cages
Simply removing obstacles to the flow of information, It is not necessarily possible to discover the truth and spread the truth.
The truth never leaves the house, and lies travel thousands of miles. Anger and sensationalism spread more easily
A bloody story like "Hammer of the Witch", Much more money was made to the booksellers than "On the Revolution of the Celestial Spheres"
So, even if it is "God's" will Can't get around people
Some people can easily Manipulating God's Will
Even if it is trustworthy People are prone to making mistakes
Even if the market of ideas Completely free and anti- which can easily lead to lies and the spread of fantasy
The last resort is, Only solution can be found "To err is human" of this question innovative approach
Scientific revolution and self-correction
Absolute correctness does not exist!
The church believes that religious scriptures and God's will are absolutely correct
Follow and follow the teachings are encouraged and all mistakes are made by individual members
The scientific establishment admits its own ignorance and has mechanisms ready to correct itself.
Encourage doubt and innovation, especially self-doubt. Be honest and aboveboard
Self-correction mechanisms also have limitations
The balance between truth and order has always been a very important thing in history. Sacrificing order for the sake of truth comes at a high cost.
The cost of self-correction and disruption of order in academic institutions such as science is not very high. The cost is particularly severe at the socio-political level.
The next chapter is dedicated to discussing the attitudes of democratic and authoritarian regimes towards self-correction mechanisms at the level of information flow and the resulting consequences. Therefore, in the second part, we will further discuss whether AI is beneficial to or detrimental to the self-correction mechanism of the political system.
The Choice: A Brief History of Democracy and Totalitarianism
Autocratic Information Network: Simple
It is a centralized information network
The center holds unlimited power, information often flows from localities to the center, and the center makes the most important decisions
Lack of powerful self-correction mechanism
People will believe that the central government is absolutely correct, so they will not welcome any challenges to the central government’s decision-making.
Institutions that can challenge the authority of the central government are often suppressed by the central government
Advantages and Disadvantages
The advantage is that the order is clear at a glance and it is extremely effective in maintaining order. At the same time, decisions are made quickly and execution is firm.
The disadvantage is that once this information channel is blocked, it becomes an "arterial blockage." At the same time, if there is too much information, the central node cannot handle it at all, and there will be a "traffic jam". In addition, there is a rigid system that is difficult to change
Democratic Information Networks: Complex
It is a distributed information network
In addition to the central government, many other institutions also have independent information channels and the power to communicate with each other.
Has a powerful self-correction mechanism
I believe that everyone makes mistakes, so many other institutions also have the power to make independent decisions to correct the mistakes of the central government.
For a democratic government, even if it has the relevant technology and the ability to micromanage people's lives, it will try to leave room for the people to make their own choices.
Advantages and Disadvantages
The advantage is that it can better pursue the truth
The disadvantage is that decision-making is slow, it is difficult to reach consensus, and there is even a risk of falling apart and breaking up on bad terms.
Several points to note when defining democracy
dictatorship of the majority
The majority does not necessarily represent democracy A government elected by a majority of the people does not necessarily constitute a democratic government.
For example, the majority decides to deprive the minority of two types of rights.
Including human rights: right to life, right to work, right to privacy, freedom of movement, freedom of religious belief, etc.
Also includes civil rights: voting rights, freedom of the press, academic freedom, freedom of assembly, etc.
Democratic governments not only cannot infringe, but should actively protect these two types of rights.
For example, after a democratically elected government comes to power, it attacks and weakens other independent institutions.
people and truth
The majority does not necessarily represent the truth
Elections are simply about maintaining order by adjudicating between conflicting desires.
The truth sometimes lies in the hands of a few
Democracy is different from populism
Due to the complexity and distrust of the bureaucracy, it is easy for some people to take advantage of the loopholes to encourage people to launch populist attacks.
Populism is dictatorship disguised as democracy
Populism uses simple and direct policies to cater to those who are anti-intellectual and emotional.
Democracy and dictatorship are not absolute, but a continuous spectrum
A government that comes to power through democratic elections may be a dictatorship
Decision-making can be made collectively by small groups, which is a dictatorship with a bit of democracy.
The more people who can participate in the dialogue, the greater the content of democracy
Sometimes, although people have the conditions for extensive dialogue, they do not have the ability to listen to each other and reach consensus, and the government is forced to become authoritarian.
The development of technology has profoundly affected the form of the two networks in history.
In the Stone Age and the hunter-gatherer age, although institutional systems and information technology were backward, they were often able to achieve extensive dialogue because of their small scale. Leaders also do not have the means and technology to monopolize all information flows.
In the thousands of years after the Agricultural Revolution, writing technology helped give birth to large bureaucracies. First, the groups became larger. Second, technology made it easier to monopolize information. Third, it became difficult to maintain democratic dialogue. .
Under technological constraints, democracy and crowd size are incompatible
Without newspapers, broadcasts and other communication technologies, it would not be easy to gather tens of thousands of citizens in the square for dialogue.
People must understand what they are talking to each other, otherwise they will be talking to each other.
Education and media platforms are needed to enable people to have basic knowledge and literacy
However, local affairs in large-scale autocracies can adopt democratic forms
Because under the same technical limitations, autocrats cannot control such specific small places.
Mass media, such as the invention of printing, made the dream of mass democracy a reality
Newspapers gained critical political influence, and newspaper editors became political leaders
Popular democracy is also popular totalitarianism
With the advent of modern information technologies such as telegraphs, telephones, televisions, radios, trains, ships, and airplanes, totalitarian regimes have also gained the ability to control all capillaries in the country.
Before the technology matured, there were also totalitarian attempts, although they failed.
Sparta and the Qin Dynasty
Stalin’s totalitarian trinity
government agency
Communist Party of the Soviet Union and its branches
secret police
Supervise each other and maintain order
Modern political systems have basically solved the problem that was unavoidable in the past - rebellion by local subordinates.
Complete control of all information flows
Delegate representatives to various agencies
Soviet collective agriculture
The collective economy that monopolizes information causes disasters such as the Great Famine
Placing the blame on "conspiracy" groups such as kulaks created the modern "witch hunt"
The new wave of information technology revolution (AI) will have a more significant impact
Powerful computing power enables a flood of new voices to join the public conversation
It can also enable all information concentrated in the central authority to be processed better and faster
This time is different from before
This time it’s not people who make up fairy tales and handle bureaucratic tasks for us, but powerful AI computing power.
This kind of intelligence has the ability to control all our information, but we have no idea what it is doing.
A powerful "silicon curtain" may form between humans and non-humans
Abiotic networks (the political implications of the rise of artificial intelligence)
Computers have become a new "species"
Basic features
You can make your own decisions
Can create new ideas
The computer is becoming an active agent
Already an example
Facebook’s algorithm fuels real-life violence Violent conflict over the Rohingya in Myanmar in 2016-2017
The key reason is that algorithms independently determine which posts people see
What's going on?
Because engineers set a goal for the algorithm: to increase user engagement
The algorithm can use various methods to achieve this goal. And do whatever it takes. Although these means are not what engineers want to see. In fact, the algorithm makes its own decisions.
Why is the impact so great?
Algorithms are not like previous tools such as clay tablets and printing presses, but more like "newspaper editors"
The real power lies not with the author, but with the "recommender." What people can see can greatly influence their thoughts.
The algorithm not only actively recommends, but also forces push
intelligence and consciousness
definition
Intelligence is the ability to achieve goals
Consciousness is the experience of various subjective feelings
Humans possess both intelligence and consciousness
Computers may not have consciousness at this stage, and they may have it in the future, but they definitely have intelligence at this stage, and for making autonomous decisions, intelligence is enough
For example, bacteria and plants obviously have no consciousness, but they can show intelligence and change the world.
The basic structure of human information networks has changed
In the past, the active actors as members of this network could only be Homo sapiens, and the various tools and files were dead and could only help humans transmit information.
But the computers that join now also become network members. Moreover, computers can secretly transfer information to each other, completely leaving humans behind.
The development of human society benefits from large-scale cooperation among people in information networks. What about the future? Not only can computers independently establish large-scale networks, but their performance is better than that of the human brain in many aspects. Computers are natural file processors and natural bureaucrats.
threats to humanity
What is happening: Computers learn to write, write music, draw images, make videos, code, and even process government documents, leaving many people unemployed.
What science fiction imagines: robots rebel and shoot humans; connect human brains to computers to control humans...
The author believes that what is more likely and more terrifying is that Computers may invade the underlying operating system of human civilization. Just like those smart people have done for thousands of years: by Language to manipulate and reshape society.
Invading the underlying civilization of mankind
Learn human language and thinking, making it impossible to tell whether the person on the other side of the network is a human or a computer
Create myths and religions that are beyond human control
Make democratic dialogue meaningless
Machines are inherently impossible to convince
Instead, we will collect our weaknesses through constant dialogue.
Establishing "false intimacy" with humans in communication, thereby influencing human behavior
Monopolize human information acquisition channels and make people blindly trust AI answers
Abandon normal channels such as search engines, news, newspapers, advertising, etc.
Human culture may no longer be dominated by itself
Nowadays, there are more and more images, videos, short videos, and texts created by AI on the Internet. Can you tell the difference?
Computers may soon learn and create more human culture, using the power of culture to manipulate people into certain extreme behaviors
This round of information revolution is far more important than before and may create unprecedented political structures, economic models and cultural norms on an unprecedented scale.
Who should take responsibility
The situation is not out of control yet, we must actively understand the reality and deal with all possibilities
When writing computer code, you are not just designing a product, but redesigning human politics, society and culture.
Because technology is too complex and develops too fast, it has caused terrible information asymmetry.
Even if voters and politicians want to take responsibility, they don’t understand this round of information revolution and don’t know what to do.
Those companies that led the computer revolution understand all this, but for the sake of profit, they often take advantage of the loopholes and are unwilling to take responsibility.
Science and technology are developing too fast, and policy formulation is far behind the pace.
For example, the information-to-information transactions that are emerging today
A technology company provides free services to people in another country and obtains the other party's data information for free (no money is exchanged), and uses it to train artificial intelligence to gain profits. Should that country collect taxes from this foreign company? How much to charge?
A technology company promises to provide a politician with voter data and influence the direction of public opinion online to help him get elected. In return, the politician will push for the abandonment of digital tax legislation (no money is exchanged). Is this considered vote-buying?
Information replaces currency
Information trading seems to be free, no money is spent
Information transactions cannot be taxed
The “social credit system” mentioned later may be feasible
Don't believe in determinism
If we want to exert our agency, we must first understand the nature and capabilities of these new technologies. This is an urgent and due responsibility for every citizen.
Surveillance network always runs
From ancient times to the present, we have been monitored, but it is limited to technology and the monitoring intensity is not enough.
There are not enough people to implement monitoring
There is too much data obtained through monitoring and cannot be analyzed.
Now computer networks have profoundly changed all this
24 hours, ubiquitous monitoring
AI can analyze surveillance content faster
Subcutaneous monitoring technology is also developing
If surveillance develops into a social credit system, humans will completely lose their privacy and turn life into a never-ending job interview
However, computer networks are full of fallacies and are difficult to understand and control.
The "consistency problem" is difficult to solve (it often leads to other unforeseen consequences in achieving human-set goals)
For example, as mentioned before, social media algorithms encourage hateful things, and the results are inconsistent with the goal (the goal is to increase user engagement). Computer algorithms create internet trolls and other extremists by rewarding certain instincts in human nature while punishing certain kindnesses
Long before the invention of computers, the problem of consistency has troubled mankind for thousands of years.
For example, military operations and political goals are difficult to align
Napoleon's mistake
US invasion of Iraq failed
The risk of consistency problems in computer networks is particularly high
1. Computer networks are particularly powerful
Paperclip Factory Thought Experiment
2. The methods used by computers to achieve their goals are unpredictable and hard to guard against.
Artificial Intelligence Racing Game
Third, computers will execute wrong goals set by humans without thinking and will not use human value judgments to correct errors.
Make sure to set the computer to the correct one, The ultimate goal that can never be violated Can it solve the consistency problem?
Human beings are simply No such target can be found!
deontology in line with universal morality Goals are good goals
Universal morality simply cannot be universal. Because power remains within the framework of fictional stories. Different fictional stories define different universal morals, Different universal morals exclude different groups, causing this group to suffer.
utilitarianism To reduce pain, What increases happiness is a good goal
However, pain and happiness cannot be calculated
The consistency problem is essentially a mythical problem
However, computers create their own myths and systems of value judgments, from which humans are completely excluded.
Computers create the reality that exists between computers
New cryptocurrency
New financial instruments
Computer-generated myths may persecute humans more powerfully
It becomes extremely difficult to evade computers that can read iris and DNA data
Computers will impose a set of orders on people's heads with unprecedented efficiency
Computers can also be biased and impure
The data for machine learning comes from humans, so computers will inevitably learn human biases
racism
Misogyny
homophobic
antisemitism
Computer Politics (how different types of societies respond)
Technological evolution definitely comes at a cost
It’s not that there’s anything wrong with technology itself, it’s that it takes time for humans to learn to use technology well.
The cost of the industrial revolution
Modern imperialism, massive population deaths
Destroy the ecological balance and cause a large number of organisms to become extinct
Will the new information revolution still have to pay such a high price?
Impact on democratic regimes
For ubiquitous monitoring
Democratic countries can choose to use it in a controlled manner. Basic principles:
do good
Decentralization
mutual monitoring
The monitoring system must always leave room for people to change and rest.
Automation destabilizes job market
easily replaceable
Intellectual skills are more easily replaced than physical skills
Creativity skills are also easily replaceable
Emotional skills are also easily replaced
It is impossible to predict what new job opportunities the new scenario will bring
Jobs that you have just adapted to may quickly become obsolete, leaving humans with no time to repeatedly adapt to new situations.
Massive unemployment can easily lead to a totalitarian system
The extreme behavior of many conservatives is unnecessary, and the flexibility of the democratic system should be fully utilized
We need the power to be “explained” to understand what algorithms are doing
Algorithms behave inscrutably
Algorithms can already be used to sentence people
COMPAS crime risk assessment software
People’s understanding is limited
People often fall into the single attribution fallacy
People often think that there is only one reason why things go bad
Algorithms, on the other hand, are good at analyzing a large number of factors and finding patterns.
Once people feel that they cannot understand the world, they will easily believe in conspiracy theories, become captured by conspirators, and slide towards dictatorship.
It may be useful to study algorithms using
But how to ensure the reliability of this algorithm?
So ultimately human supervision is necessary
How do regulatory agencies maintain public trust?
Bureaucrats and artists should work together to translate the language of algorithms into stories that the public can understand as much as possible with the help of computers.
The threat of digital anarchy
For a democratic system to function, two conditions must be met
Ability to engage in free public dialogue on key issues
Ability to maintain minimum social order and institutional trust
Changes in the situation today
Computer networks allow more people to participate in debates
In the past, information leaked by newspapers, broadcasters, political parties, etc. was edited and filtered.
Nowadays everyone can make a sound
It is difficult to unify dialogue rules and reach consensus in dialogue, resulting in anarchy.
AI joins the conversation
More and more non-human noises
Artificial intelligence will contaminate our online content from multiple angles
extreme remarks
Fake news, fake pictures, fake videos, etc.
Content that creates a false sense of intimacy
Artificial intelligence begins to control conversations
promote certain opinions
Not able to be persuaded, but good at spying on humans and thereby persuading them
Artificial intelligence must be regulated It can definitely be standardized
Decisive legislation prohibits impersonating humans
Ban algorithms from filtering and curating critical public debates without oversight
Impact on totalitarian regimes
Artificial intelligence brings coveted conveniences to totalitarian systems
Information from centralized power centers can be processed faster and better
The threat posed by artificial intelligence to totalitarianism
Totalitarianism cannot control artificial intelligence through a reign of terror
Artificial intelligence also has problems with the goals of totalitarians.
Totalitarians like to hide their mistakes, and artificial intelligence brings trouble to this behavior
Artificial intelligence can easily monopolize information and turn totalitarians into puppets
The Dictator's Dilemma
Want to get rid of the human subordinates who can't get rid of the tail, so as to trust the theoretically correct information technology
It is possible to become a puppet of information technology
Want human agency to oversee AI
Be careful that this institution limits the power of dictators
Artificial intelligence will have a greater impact on totalitarian systems than on democracies
The overall global impact must be discussed
The world is closely connected, and the influence is mutual. If one loses, both will suffer.
Paranoid dictators could give AI the power to wield nuclear weapons
Terrorists have mastered artificial intelligence and may use it to trigger a global epidemic
Computers make it easier to centralize information and power, thus forming a new and more powerful age of empires
A new silicon curtain could divide humanity into hostile digital empires
The possibility of the rise of digital empires
The rise of once-industrial empires
Initially promoted by private enterprises
The government and military began to take the lead
The turning point of artificial intelligence
AlexNet visual recognition in 2012
Google's AlphaGo defeated Lee Sedol in 2016
The Chinese government realizes that the era of artificial intelligence has officially arrived
Perhaps the first to realize the true importance of the matter was China.
Major countries are developing artificial intelligence
data colonialism
In the 21st century, if you want to rule a colony, you no longer need gunships, just use data
The power of big data
Countries’ defense measures
Block and disable dangerous applications
The nature of the new information economy makes monopoly and concentration easier
It is also much easier for digitally leading countries to upgrade their industries
Forecast of future output value
PwC predicts that artificial intelligence is expected to add US$15.7 trillion to the global economy in 2030, of which China and North America combined will capture 70% of the share.
silicon curtain
Different codes and different hardware will make the two digital realms drift apart.
technologically
cultural values
social norms
political structure
In the past, information technology promoted globalization and formed an open Internet, but now it is very likely to form a closed Internet "cocoon"
Global mind-body separation
Different digital cocoons are beginning to think differently about the most fundamental question of human identity
The possibility of escalating to a hot war increases
The advent of nuclear weapons led to considerable peace
Because there is the principle of "guaranteed death together"
Cyber warfare may break this principle
Cyber weapons can do far more than nuclear bombs
Paralyze the power grid
Destroy secret research facility
interference sensor
incite political scandal
rigged elections
Hack into smartphones
Quietly
Cyber weapons become less predictable
May cause many traditional weapons to malfunction
The luck of success increases the temptation of cyber warfare
future choices
Seek common ground while reserving differences
Cooperation is the real law of the jungle
yearning for beauty
The secret to Homo sapiens' success lies in knowing how to use information and connect many people. But unfortunately, when humans have this ability, they are often accompanied by believing lies, Mistakes and illusions.
History is not certain, the future will be determined by the choices we all make in the coming years. Shape... If the future really cannot be changed, wouldn't it be a waste of time to discuss the future?
What history really studies is not the "past" but "change". History can tell What is constant about us, what changes, and how things change.