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Accurately recommend content you like when browsing short videos, use voice assistants to quickly set alarm clocks, and hospitals use intelligent systems to assist in diagnosing diseases... Behind these daily scenes, all are inseparable from the support of artificial intelligence (AI). But what exactly is artificial intelligence? It is not a distant “black technology”, but a technical system that permeates all aspects of life. This article takes 3 minutes to break down the core definition, characteristics and applications of AI so that you can truly understand artificial intelligence.
From a professional perspective, Artificial Intelligence (AI) is a technical science that aims to enable computer systems to simulate, extend and expand human intelligence. The core is to enable machines to have the ability to "perceive, make decisions, learn and adapt" rather than simply "imitate human behavior".
Many people mistakenly think that AI is a "robot", but robots are just one of the carriers of AI - the essence of AI is an "intelligent algorithm system", such as the recommendation algorithm of short video platforms and the core model of speech recognition, which are the core forms of AI and can function without relying on physical robots.
To quickly identify whether a certain type of technology is AI, you only need to look at whether it has the following three core characteristics. This is also the key to distinguishing AI from ordinary programs:
1. Autonomous perception ability
It can "obtain information" through sensors, data interfaces, etc., such as cameras recognizing faces (visual perception), microphones converting speech into text (auditory perception), and e-commerce platforms capturing user consumption data (data perception), replacing human "five senses" functions.
2. Independent learning ability
This is the core characteristic of AI - the ability to summarize patterns from massive data and optimize its own performance. For example, the association function of the input method will adjust the recommended words according to your input habits, and the AI drawing tool will optimize the picture effect from user feedback, rather than executing fixed instructions invariably.
3. Independent decision-making ability
Make independent judgments or actions based on the results of perception and learning. For example, the navigation software adjusts the optimal route based on real-time traffic conditions, and the intelligent risk control system identifies and intercepts abnormal transactions without the need for real-time human intervention.
According to the degree of intelligence and application scenarios, AI can be divided into two categories. The first category is almost always encountered in daily life:
1. Weak Artificial Intelligence (ANI)
Also called "dedicated artificial intelligence", it can only complete specific tasks in a single field and is the current mainstream application form:
Voice assistant (Siri, Xiaoai): only handles tasks related to voice interaction;
Image recognition (face recognition, license plate recognition): only complete image information analysis;
Recommendation algorithm (Douyin, Taobao recommendation): only optimize content/product recommendation logic.
2. Strong Artificial Intelligence (AGI)
Also called "general artificial intelligence", it can handle multiple fields and complex tasks like humans, and has autonomous consciousness and general thinking capabilities. It is still in the theoretical research stage and has not yet been realized.
AI has already left the laboratory and penetrated into core scenarios of life and work. You must have come into contact with these common applications:
1. Life services
Smart home: smart speakers control home appliances and sweeping robots plan cleaning paths;
Travel scenarios: online car-hailing smart dispatch, automatic driving assistance system (ACC adaptive cruise);
Entertainment scenarios: AI face-changing special effects, short video smart editing, game AI teammates.
2. Industrial applications
Medical field: AI-assisted image reading (identifying lesions in CT images), intelligent follow-up of chronic diseases;
Industrial field: intelligent quality inspection (identifying product defects), robot welding/assembly;
Financial field: intelligent risk control (identifying fraudulent transactions), AI investment advisory (recommending financial solutions).
Many people worry that “AI will replace humans”, but in essence, AI and human intelligence are irreplaceable in their differences:
Human beings have “emotions, creativity, and values” and can make judgments based on morality and emotions;
AI can only perform tasks based on data and algorithms, without autonomous consciousness and emotions. All “decisions” are feedback on data patterns and cannot replace human subjective thinking and innovation.
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