ordinary people

pragmatism

textbook

When the tester is separated from the person being tested (a person and a machine), he or she can ask random questions to the person being tested through some device (such as a keyboard). After multiple tests, if more than 30% of the testers are unsure If the person being tested is a human or a machine, then the machine will pass the test and be considered to have human intelligence.

Artificial intelligence that is good at a single aspect;

human-level artificial intelligence

Superartificial intelligence: Nick Bostrom, an Oxford philosopher and well-known artificial intelligence thinker, defines superintelligence as "much smarter than the most ignorant human brain in almost all fields, including scientific innovation, general knowledge, and social skills." Superartificial intelligence Intelligence can make you a little better than humans in all aspects, or it can be trillions of times stronger than humans in every aspect. Super artificial intelligence is exactly why

From 1943 to 1946, von Neumann proposed the principle of computers

In 1950, Turing published a landmark paper and proposed the famous "Turing Test"

1956, Dartmouth Conference: The birth of AI

symbolism

early reasoning system

Early neural networks (connectionism)

expert system

Statistical school

machine learning

Neural Networks (Connectionism Reborn)

Big data is widely used

deep learning

(non-deep) machine learning

AlphaGo for mass communication of annotation

search engine

Content recommendation engine

Precision marketing

Speech and natural language interaction

Image and video content understanding and retrieval

User portrait

Anti-fraud

self-driving cars

Smart road network and traffic signs

Sharing prototype

Automated logistics vehicles and logistics robots

Intelligent logistics planning

banking

Insurance

Securities, funds, investment banks, etc.

Intelligent interpretation of medical images

Auxiliary diagnosis

Medical record understanding and retrieval

surgical robot

Rehabilitation smart equipment

Smart Pharmacy

The discovery of artificial intelligence will inevitably lead to large-scale industrial changes. Many business models have begun to be reshuffled, which is an opportunity and a challenge for entrepreneurs.

With the large-scale use of artificial intelligence, especially the emergence of robots, a large number of repeatable jobs will be replaced by robots, causing many people to lose their careers, thus bringing about a series of social problems. Therefore, we solve the problem of harmonious human life.

With artificial intelligence travel, the gap between the rich and the rich will further widen. With artificial intelligence, the rich will become richer, while the poor will become poorer because they have lost their jobs.

Artificial intelligence is a high-tech industry, and the initial investment is very large. Once it is marketed on a large scale, it can help improve production efficiency in the region. This means that areas lacking artificial intelligence technology are still in a primitive state, just like the late Qing Dynasty. During this period, Britain entered the industrial revolution while China was still in an agricultural society, which would increase the economic imbalance between the two regions.

In the era of artificial intelligence, the division of labor between humans and machines will promote the adjustment of industrial structure.

With the upgrade of the service industry, laid-off workers can engage in considerate and caring services while increasing corporate tax revenue.

Dr. Kaifu Li believes that targeted personnel education and retraining should be carried out in areas where artificial intelligence is not good at;

Unemployment and social security issues

psychological impact

Personal education and personal growth

Choose a career

The First Law: Robots shall not harm human beings, or do nothing when witnessing human beings being put in danger;

Second Law: A robot must obey the orders given to it by humans, except when the order conflicts with the First Law;

The third law: Robots must protect their own survival as much as possible without violating the first and second laws.

1. There are billions of stars similar to the solar system in the Milky Way, many of which are more than a billion years older than the solar system.

2. Some of these stars are likely to have Earth-like planets, and they are likely to harbor intelligent life.

3. Some of these intelligent life forms may develop interstellar flight technology.

4. Even with the technology we can imagine now, they can fly throughout the galaxy within a million years.

5. Why don’t we see the shadow of an intelligent life in space? This is the famous Fermi Paradox

robot

Human-machine combination

Non-humanoid intelligent robot

Human-machine interconnection

With the advent of the era of artificial intelligence, how to deal with the relationship between humans and robots to ensure the interests of humans and achieve a balance in all aspects is a question that has to be faced.

What is the nature of wisdom? Continuous acquisition? This is a philosophical question that needs to be answered as society progresses.

The ultimate fate of the universe is a major issue in physical cosmology. Many scientific theories make predictions about the fate of the universe, including debates about infinite versus finite time. Since the big bang theory has been widely accepted by scientists, the ultimate fate of the universe has become a question that can be discussed.

Classification

Estimation method

feature engineering

deep learning

K-means algorithm

Classification tasks

return mission

Clustering task

handwriting recognition

chess

Go

Texas Hold'em

Starcraft

CPU

GPU

FPGA

ASIC

container

Spark

TensorFlow

scikt-leam

Torch

MXNET

Theano

Caffe

Microsoft CNTK

AmazonML

MSCOCC

Google Cloud ML

Microsoft Azure ML