AI Revolution Survival Guide
The AI ​​revolution has indeed begun. In order to prepare you well in advance, we have prepared a convenient survival guide for you.
The first step: Recognize AI
The first step in the war is to understand the opponent. It is important that we must know that AI is not a product of the future and that it is already with us.
You are very likely to use it every day. AI is the magic behind your Facebook timeline rankings, how Netflix knows what to recommend next, and how Google predicts where you are going when you jump into the car.
AI is not a new concept. It was born in the summer of 1956, when a group of pioneers came together because of a dream that was to build a smart machine like human beings. Artificial intelligence includes the following disciplines, such as machine learning, which can discover models in data and learn predictive phenomena, as well as computer vision, speech processing, and robotics.
At present, the main technology for deep learning is artificial neural networks. It is inspired by brain models that map inputs to a set of outputs based on the characteristics of the things being examined. For example, in computer vision, a feature is a set of pixel-point models that describe the information of an object.
In computer vision, those parts of an image that can be used to classify them are called features. For example, the nose, ears, and tail can be used as features to identify the cat in the picture. (Image modified from pixabay.com)
Typically, supervised learning requires computers to "learn" their associations by training them with large sets of human-tagged data. Starting with the classification of cat videos, it has now been extended to the application stage, such as self-driving cars.
Step 2: Determine where AI is going
With this knowledge, we begin to understand the best areas for AI. Look around and pay attention to tasks that require a lot of data processing.
For example, no one can estimate what he wants by looking at each person's click patterns on Google.
Even if AI has demonstrated more advanced features, such as winning in Go, video games, and recent poker, it will require tens of thousands of trainings.
In essence, AI is particularly adept at tasks that require extensive reprocessing. If this sounds like your job, it may be time to start thinking about your survival plan.
To evaluate your "automation risk", enter your work on this site and you will see the results of the calculations that the researchers made for your area. Even if you don't worry, look no further. Well prepared.
Step 3: Develop an Action Guide
You have two choices:
Option A: Boycott
Your first choice is to fight back. This may be your natural reaction, just as during the Industrial Revolution, not only did you want to oppose change.
Because of the general AI-dependent pattern recognition, this means that you can easily destroy the way it handles data. But if there is too much threat to the AI, Arnold Schwarzenegger may return to the past to try to kill you during the babyhood.
Human nature is always working toward the next advancement. Resisting changes due to fear of their shortcomings may be effective in the short term, but in the long run, you will only be more likely to be abandoned in the future.
Option B: Friend with AI
The best strategy is to reach an agreement. AI will become more and more part of this society, accept this fact and look for the possibility of cooperation. There is tremendous potential for AI to perform ancillary work where humans are not good at all, precisely because of its processing power.
Some companies have begun using AI to help clinicians do medical diagnoses, personalized customer experiences, and create agricultural methods that reduce environmental costs.
Some even further developed this relationship into an integrated system that fuses the human brain with AI.
Get ready to learn new skills in a promising direction. AI can learn very well, but it cannot learn flexibly (at least not yet). But you can. There are many new jobs that did not exist five years ago.
If AI is allowed to accomplish these tasks, it can create opportunities for humans to do what they are good at, that is, creativity, social intelligence and operational capabilities.
Every time there is a big change, people will fear new technologies (such as AI). But in the end, the way to survive in the artificial intelligence revolution is to cooperate with AI. Understand the places around you where AI may change the world and look for opportunities to make positive changes.
If you are ready, you will find that the artificial intelligence revolution not only allows you to survive, but also makes you a better self.
This point of view only represents the author, does not mean "Scientific American."
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