Artificial intelligence

Artificial intelligence (AI or A.I.) is a computer program or a machine that is able to learn and mimic human cognition.Russell, Stuart J. & Norvig, Peter 2003. Artificial intelligence: a modern approach. 2nd ed, Upper Saddle River, New Jersey: Prentice Hall.  Sometimes, AI is used to talk about neural networks or deep learning.Salam, M., Farooq, M.S., Ikram, A., Shahzad, M., Ali, A., Jaafar, N., 2025. Revised Artificial Intelligence Device Use Acceptance (RAIDUA) Model: Exploring Privacy Concerns for Socially Responsible AI Deployment and Ethical AI Leadership. Journal of Hospitality and Tourism Insights 0, 1–23. https://doi.org/10.1108/JHTI-02-2025-0322

Artificial intelligence is a system's ability to understand external data, to learn from that data, and to use what it has learned to achieve specific goals or tasks through adaptation.

Artificial intelligence is widely applied in speech recognition, image recognition, robotics, autonomous systems, natural language processing, machine translation, predictive analytics, medical diagnostics, fraud detection, and the control of physical processes.

 Origin of name 
John McCarthy came up with the name, "artificial intelligence" in 1956. Intelligence allows an organism to act in a meaningful way in its environment. It includes the ability to get sensory inputs, and to react to these.

 Laws 
The European Union made a law (2024's second quarter) about artificial intelligence. It is the world's first law that regulates AI.https://sciencebusiness.net/news/worlds-first-artificial-intelligence-law-moves-closer-passage-european-parliament

Connecticut and Colorado tried to pass laws (in 2024) regarding use of AI.

 History 
AI research started with a conference at Dartmouth College in 1956. It was a month-long brainstorming session many people who like AI came to. At the conference, they wrote programs which were able to beat humans at checkers or solving word problems. The Department of Defense started giving a lot of money to AI research, and labs were created all over the world.

In a paper on AI, mathematician James Lighthill wrote "no aspect of the discipline has so far seen discoveries generated the huge influence that was previously anticipated. In no part of the field have the discoveries made so far produced the major impact that was then promised.".  The governments of the US and UK decided to spend money on other projects which caused little new research to be done. This was known as an "AI winter."
In the 90s and early 2000s, AI became important again in data mining and medical diagnosis. This was possible because of faster computers and focusing on solving more specific problems. thumb|Deep Blue, a chess computer that became famous (1997) In 1997, the chess computer Deep Blue became the first computer program to beat chess world champion Garry Kasparov. In 2011, IBM Watson beat the top two Jeopardy! players Brad Rutter and Ken Jennings. In 2016, Google's AlphaGo beat top Go player Lee Sedol 4 out of 5 times.

The idea is perhaps much older. Julien Offray de La Mettrie (1709-1751) was a materialist thinker of the Enlightenment. In his work of 1748, L'Homme Machine, he had the idea that both matter and life organized themselves.La Mettrie: Réflexions philosophiques sur l’origine des animaux, 1749 (anonym) He is seen as one of the precursors of Darwin's theory of evolution.Michel Bottolier: Hommage : De La Mettrie à Darwin Volltext, 11. September 2009 auf Libres Penseurs de France Today, one field of artificial intelligence, called strong artificial intelligence wants to build a machine that can think like a person.Nils J. Nilsson: The Quest for Artificial Intelligence. A History of Ideas and Achievements. Cambridge University Press, New York 2009. However, weak artificial intelligence is about building a system that can support a human. One of the key problems is to make systems that can model wikt:uncertainity. Most of the time, this is done with probability theory and statistics.

 Future of AI 
Someday, AI researchers hope to create computer programs that can learn, solve problems, and think logically. A great intelligent machine is flexible and perceives what is around it. It would use what it learns to make its chance of success at some goal better. Researchers hope to make a “Artificial general intelligence” which can solve many problems instead of focusing on just one. Researchers are also trying to make creative and emotional AI which could create art.

 Uses 
Artificial intelligence is used in many different areas today.

 Healthcare (see Artificial intelligence in healthcare) AI helps doctors diagnose diseases and find treatments for patients.
Industry-specific tasks; AI applications are used to solve problems in a workplace, industry, or institutions.
 Finance: Banks use AI to find fraud and make trading decisions.
 Customer service: Many companies use AI chatbots to answer customer questions and provide support.
 Personal assistants: AI assistants like Siri and Alexa help people manage their daily tasks.
 Entertainment: AI is used in video games to create smart, responsive characters and stories that change in fun ways based on what the player does. AI is used to create videos now-a-days by using different models like Sora.
Those subjects are part of Game artificial intelligence.

Military (Military artificial intelligence)
Generative AI (or Generative artificial intelligence)

Some software has become well-known, such as ChatGPT (a chatbot and virtual assistant).

Faster computers, deep learning, and more data have made AI popular throughout the world. AI has been successful with decoding human speech, playing games (like chess and Go), self-driving cars, and understanding complex data. AI and machine learning technology is used in applications including: search engines, recommendation systems, virtual assistants, autonomous vehicles, automatic language translation, facial recognition, image labeling, advertising, and driving internet traffic.

 Domains 
There are different domains of artificial intelligence.

 Pattern recognition like speech, writing, and handwriting
 Knowledge engineering like logic programming and inference engines
 Expert systems for question answering and Chatbots
 Machine learning
 Artificial neural networks and deep learning
 Computer vision
 Robotics
 General game playing
 Artificial life

Types and classes
Researchers Kaplan and Haenlein say there are three types of AI system: analytical, human-inspired, and humanized artificial intelligence. 

Analytical A.I. has similarities with cognitive intelligence which tries to understand the world and make decisions based on that.
Human-inspired A.I. which tries to be more "human" with cognitive intelligence with emotional intelligence. 
Humanized A.I. is able to understand human social activity and is able to be self aware

Controversies
In 2025, a municipality in Norway made a report in regard to permanently closing down (some) schools; The report used ghost source (or fictitious sources); Those sources were claimed to be the works of two (named) professors; The municipality admitted that the report was made [partly] by A.I.; The process of closing down schools, has stopped (as of March).https://www.nettavisen.no/nyheter/ki-skandale-i-tromso-kommune-ikke-hyggelig-a-bli-tatt-med-buksa-nede/s/5-95-2358224. Retrieved 27 March 2025 An official that was involved, resigned (or left her job) one month later.https://www.nrk.no/tromsogfinnmark/kari-henriksen-trekker-seg-etter-behandlingen-av-ny-barnehage--og-skolestruktur-i-tromso-1.17397149. Retrieved 2025-04-28 (See Hallucination, artificial intelligence)

Other information
Glossary:

Agentic A.I. "is an autonomous AI system that can act independently to [finish or] achieve pre-determined goals", according to media.https://aws.amazon.com/what-is/agentic-ai/. Retrieved 2025-12-10 A.I. agents "are small, specialised pieces of [computer programs or] software that can make decisions and
[work or] operate cooperatively or independently" to [... reach goals that are called] system objectives", according to media.https://www.gov.uk/government/publications/ai-insights/ai-insights-agentic-ai-html. Retrieved 2025-12-10(A decision, in a decision problem within computer science, "[is supposed to give or] requires a yes or no answer", according to media.)https://taylorandfrancis.com/knowledge/Engineering_and_technology/Computer_science/Decision_problems/. Retrieves 2025-12-11 

A.I. chips are a kind of computer chip, according to media.https://www.power-and-beyond.com/a-brief-overview-of-ai-chips-vs-traditional-chips-a-cbdbdd3b4e40f02399c4d0dda609b886/. Retrieved 2025-07-06https://www.bangkokpost.com/business/general/3063282/us-plans-ai-chip-curbs-on-malaysia-thailand-over-china-concerns?tbref=hp. Retrieved 2025-07-06

 Limits of AI 
Researchers didn’t know how difficult several issues were. They still couldn’t offer computers things like emotions or common sense. So far, most AI programs only do what computers can do well like searching databases or doing calculations. AI is not able to sense and understand what is happening around itself because of problems with what computers can do. Computers can do some things like learning and problem solving, but not in the same way as people do.

Related pages
Data mining
Information storage systems (or Computer data storage)
OpenAI (a company)

 Books 



References



Category:Future