Narrow AI is preferable to doing specific tasks. It has many limitations. Weak AI does not preserve memory or experience. But, it is widely used. Out of 7 different types of AI, narrow AI is used everywhere. Find out the best 20 examples of narrow AI.
Weak (narrow) AI refers to an AI system that is created for and focuses on one dedicated purpose, as opposed to a strong AI that could be applied to a host of problems or tasks.
In the future, artificial intelligence will be able to carry out human tasks more efficiently and with fewer errors. However, until scientists discover a way for machines to learn on their own and mimic biology more closely, we will always need humans in our society.
These tasks are performed single-handedly by the computer, and it does it well. They can, however, display behavioral weakness too. This happens when a description of a material does not register, explain, or predict anything. They are pretty in the form of a programmed response.
1. Face ID to unlock your cell phone
The average individual with a personal device encounters narrow AI every single day. For example, if you use Face ID to unlock your cell phone, you use narrow AI! If you attempted to google something and recommended other options for your search, that is an example of narrow AI.
2. GPS tracking
Narrow AI is any technology that provides a specific, narrow solution to the user. Many companies use narrow AI in that it offers a SaaS revolving around GPS tracking for fleets across the nation, without the development of narrow AI.
3. Bot or software application
Narrow AI is the program designed to do a specific task, i.e., handle a narrow task set. A bot or software application that uses AI to do a particular task can be categorized as ‘Narrow AI’.
4. Driverless car’s AI system
The work of a driverless car’s AI system is to comprehend a road’s situation, maps, traffic rules, and drive. So, it won’t understand your commands like ‘Dance’ if it is not programmed for that. It is narrow AI.
5. X-ray machine
An AI-enabled X-ray machine will only detect X-rays and won’t alert you on temperature changes in the room, as it is not working.
Siri – the famous AI-enabled person assistant – will respond to any of your queries, even if it is inaccurate or does not understand your query.
7. Vitalize human cognition
Narrow AI (Artificial Intelligence) performs a single task in a programmed way. It is known to vitalize human cognition and into a limited specific area. It works beyond human expectations, or how do you explain playing a chess game with your device, that is an example of weak AI. The weak AI collects big data and transforms them into usable information by making predictions.
8. AI simulates human cognition
Weak artificial intelligence (AI)—also called narrow AI—is a type of artificial intelligence limited to a specific or limited area. Weak AI simulates human cognition. It can benefit society by automating time-consuming tasks and analyzing data in ways that humans sometimes can’t. Weak AI can be contrasted to strong AI, a theoretical form of machine intelligence equal to human intelligence.
9. Image and facial recognition systems
Weak AI systems, such as those used by Facebook and Google to automatically identify persons in images, are examples of these systems.
10. Chatbots and conversational assistants
Google Assistant, Siri, and Alexa are examples of prominent virtual assistants. Simpler customer-service chatbots, such as one that aids clients in returning an item to a retail store, are also featured.
11. Self-driving vehicles
Narrow AI applications include autonomous or semi autonomous cars, such as some Tesla models and autonomous drones, boats, and factory robots.
Narrow AI is often used to refer to machines that can perform specific tasks, such as playing chess or driving cars. These systems are very good at these particular tasks, but they don’t exhibit many other abilities typically associated with human-level intelligence. Critics have argued that narrow AI might perform precise actions, but they are not intelligent.
Autonomous vehicles and drones;- are designed solely for self-driving locomotion
12. Human-like decisions
Artificial intelligence (AI) designs systems that can make human-like decisions and perform tasks that people otherwise have to do themselves. The concept of AI has been around since the dawn of science fiction, but it has only been in recent years that AI has been realized in hardware systems for specific tasks. Weak AI is one of the many terms used to characterize this type of AI and machine learning systems and automated tasks.
13. Recommendation algorithms
Recommendation algorithms on social media and streaming platforms such as Twitter, TikTok, YouTube, and Netflix are the best examples. Their sole purpose is to monitor user behavior and interaction on-site and use the data collected to predict and display content that the user might like.
14. Image and facial recognition systems
Image and facial recognition systems identify people and images based on numerous data points collected. It is a weak AI because it serves no other purpose than identification.
15. Medical field
In the medical field, AI systems speed up the pharmacovigilance process by automating adverse report analysis, collecting medical evidence, and compiling final reports.
16. AI exam proctoring
AI exam proctoring systems stand as an excellent example of weak AI in the education field. The AI bots that answer your customer queries in the domain of business are also weak AI. When it comes to the transportation industry, weak AI exists in the form of digital receipt systems.
17. Sensor and automated manufacturing machines
Sensor and automated manufacturing machines in the manufacturing industry work as per the encoded functionalities. The banking domain has included weak AI in the form of automated customer dashboards.
18. grammar correction systems
AI-based grammar correction systems, AI resume analysis systems, and automated management systems are examples of narrow AI.
19. Contextual recommendation engines
Contextual recommendation engines are also weak AI systems. They utilize deep learning concepts to recognize things such as language recognition and behavioral patterns and frequently searched-for or talked-about topics to provide users with recommendations tailored specifically for them. They are, however, unable to do anything further than that and are therefore weak AI.
20. Google’s search engine
Google‘s search engine is another example of weak AI. It isn’t designed to understand what you are asking but only to find relevant documents according to some set of criteria.
Narrow AI, sometimes known as weak AI, uses artificial intelligence technology to create a high-functioning system that mimics — and possibly exceeds — human intelligence for a specific purpose.