User:Jg1101/sandbox
TITLE: Applications of artificial intelligence --> Artificial Intelligence Applications
LEAD:
Artificial intelligence, defined as intelligence exhibited by machines, has many applications in today's society. More specifically, it is Weak AI, the form of AI where programs are developed to perform specific tasks, that is being utilized for a wide range of activities including medical diagnosis, electronic trading platforms, robot control, and remote sensing. AI has been used to develop and advance numerous fields and industries, including finance, healthcare, education, transportation, and more.
Notes on Lead:
- Overall, needs additional contents. Why is Weak AI focused on so much?
- Artificial Intelligence needs to be better defined.
- perhaps add some applications within the lead.
Tools for computer science[edit]
[edit]Main article: Artificial intelligence tools for computer science
AI researchers have created many tools to solve the most difficult problems in computer science. Many of their inventions have been adopted by mainstream computer science and are no longer considered a part of AI. (See AI effect.) According to Russell & Norvig (2003, p. 15), all of the following were originally developed in AI laboratories: time sharing, interactive interpreters, graphical user interfaces and the computer mouse, Rapid application development environments, the linked list data structure, automatic storage management, symbolic programming, functional programming, dynamic programming and object-oriented programming.
AI can be used to potentially determine the developer of anonymous binaries.[citation needed]
AI can be used to create other AI. For example, around November 2017, Google's AutoML project to evolve new neural net topologies created NASNet, a system optimized for ImageNet and POCO F1. According to Google, NASNet's performance exceeded all previously published ImageNet performance.
Notes on Tools for computer science:
- include use of algorithms
- expand on what exactly those terms are and the classes of compsci in which they fall into.
Economic and social challenges[edit]
[edit]AI for Good is an ITU initiative supporting institutions employing AI to tackle some of the world's greatest economic and social challenges. For example, the University of Southern California launched the Center for Artificial Intelligence in Society, with the goal of using AI to address socially relevant problems such as homelessness. At Stanford, researchers are using AI to analyze satellite images to identify which areas have the highest poverty levels.
Notes on Economic and social challenges
- This doesn't really go with the flow of the article, either fix or remove.
Cybersecurity
[edit]This section needs additional citations for verification. (January 2020) |
The cybersecurity arena faces significant challenges in the form of large-scale hacking attacks of different types that harm organizations of all kinds and create billions of dollars in business damage. Artificial intelligence and Natural Language Processing (NLP) has begun to be used by security companies - for example, SIEM (Security Information and Event Management) solutions. The more advanced of these solutions use AI and NLP to automatically sort the data in networks into high risk and low-risk information. This enables security teams to focus on the attacks that have the potential to do real harm to the organization, and not become victims of attacks such as Denial of Service (DoS), Malware and others.
EDITED PARAGRAPH TO WORK ON VERIFICATION
The cybersecurity arena faces significant challenges in the form of large-scale hacking attacks of different types that harm organizations of all kinds and create billions of dollars in business damage. This type of large-scale hacking is referred to as "cybercrime." As the usage of Information Technology continues to increase in the corporate climate, there is an emergence of vulnerabilities within the cybersphere that require real-time decisions.[1] Artificial intelligence and Natural Language Processing (NLP) has begun to be used by security companies - for example, SIEM (Security Information and Event Management) solutions. The more advanced of these solutions use AI and NLP to automatically sort the data in networks into high risk and low-risk information. This enables security teams to focus on the attacks that have the potential to do real harm to the organization, and not become victims of attacks such as Denial of Service (DoS), Malware and others.
- ^ Dilek, Selma; Çakır, Hüseyin; Aydın, Mustafa (2015-01-31). "Applications of Artificial Intelligence Techniques to Combating Cyber Crimes: A Review". International Journal of Artificial Intelligence & Applications. 6 (1): 21–39. doi:10.5121/ijaia.2015.6102.
LEAD:
Artificial intelligence, defined as intelligence exhibited by machines, has many applications in today's society. More specifically, it is Weak AI, the form of AI where programs are developed to perform specific tasks, that is being utilized for a wide range of activities including medical diagnosis, electronic trading platforms, robot control, and remote sensing. AI has been used to develop and advance numerous fields and industries, including finance, healthcare, education, transportation, and more.
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