1. Cognitive computations and machine intelligence a)
Using the ABC categories by Lighthill and ideas discussed in class, provide a definition of (a) cognitive computations and (b) machine intelligence. Explain HOW and WHY cognitive computations can enhance machine intelligence.
Lighthill categorized the main three areas of research in artificial intelligence to catego- rizes A, B and C, where A stands all works on Advanced automation to make machines do things by themselves, C stands for researches on human’s brain and Central Nervous System (CNS), and B stands for Bridge activity concerned with building robots for purposes which include the feeding of information into the work of categories A and C.
Cognitive computations are any computing process that is done by human brain or a machine to simulate consciousness and provide useful decision-making information for action by the human or the machine. Hence, researches in categories A and C are related to cognitive computations.
Machine intelligence is the result of using valuable decision-making information pro- vided by cognitive computations, and taking an action based on it. The intelligent machine (robot) appears to be conscious on doing its designed/ assigned task. Each robot is
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Here PCA algorithm provides the means of eigen faces for each category of emotion for the intelligent device and the job of the device would be to employ a measure of similarity (in a very simple case, a distance metric), to realize the closest eigen face to observed face. Hence, a computation algorithm (in this case PCA) enhances device’s
In this paper I will evaluate and present A.M. Turing’s test for machine intelligence and describe how the test works. I will explain how the Turing test is a good way to answer if machines can think. I will also discuss Objection (4) the argument from Consciousness and Objection (6) Lady Lovelace’s Objection and how Turing responded to both of the objections. And lastly, I will give my opinion on about the Turing test and if the test is a good way to answer if a machine can think.
One of the hottest topics that modern science has been focusing on for a long time is the field of artificial intelligence, the study of intelligence in machines or, according to Minsky, “the science of making machines do things that would require intelligence if done by men”.(qtd in Copeland 1). Artificial Intelligence has a lot of applications and is used in many areas. “We often don’t notice it but AI is all around us. It is present in computer games, in the cruise control in our cars and the servers that route our email.” (BBC 1). Different goals have been set for the science of Artificial Intelligence, but according to Whitby the most mentioned idea about the goal of AI is provided by the Turing Test. This test is also called the imitation game, since it is basically a game in which a computer imitates a conversating human. In an analysis of the Turing Test I will focus on its features, its historical background and the evaluation of its validity and importance.
Cognitive processes are the unseen systems used by our minds to complete tasks such as solving problems, recognising an object, or learning a language. These unseen mental processes take place in the brain, which is a complex piece of equipment often compared to a computer. When the internal workings of a computer are exposed, all that we see are microchips, circuit boards, hard drives and other assorted pieces, which, all work and ...
For years philosophers have enquired into the nature of the mind, and specifically the mysteries of intelligence and consciousness. (O’Brien 2017) One of these mysteries is how a material object, the brain, can produce thoughts and rational reasoning. The Computational Theory of Mind (CTM) was devised in response to this problem, and suggests that the brain is quite literally a computer, and that thinking is essentially computation. (BOOK) This idea was first theorised by philosopher Hilary Putnam, but was later developed by Jerry Fodor, and continues to be further investigated today as cognitive science, modern computers, and artificial intelligence continue to advance. [REF] Computer processing machines ‘think’ by recognising information
...e and codes. With the continued advancement in computer technology, this entire argument though seemingly convincing, may in the future become a mute point. It is interesting that this argument has generated so much interest over the years. Undoubtedly, this argument is not with without fault yet, it still stands to substantiate beliefs that computers are not cognitively independent.
As our research into science and technology ever increases its seems inevitable that in the near future Artificial Intelligent machines will exist and become part of our everyday life such as we see with modern computers today.
The traditional notion that seeks to compare human minds, with all its intricacies and biochemical functions, to that of artificially programmed digital computers, is self-defeating and it should be discredited in dialogs regarding the theory of artificial intelligence. This traditional notion is akin to comparing, in crude terms, cars and aeroplanes or ice cream and cream cheese. Human mental states are caused by various behaviours of elements in the brain, and these behaviours in are adjudged by the biochemical composition of our brains, which are responsible for our thoughts and functions. When we discuss mental states of systems it is important to distinguish between human brains and that of any natural or artificial organisms which is said to have central processing systems (i.e. brains of chimpanzees, microchips etc.). Although various similarities may exist between those systems in terms of functions and behaviourism, the intrinsic intentionality within those systems differ extensively. Although it may not be possible to prove that whether or not mental states exist at all in systems other than our own, in this paper I will strive to present arguments that a machine that computes and responds to inputs does indeed have a state of mind, but one that does not necessarily result in a form of mentality. This paper will discuss how the states and intentionality of digital computers are different from the states of human brains and yet they are indeed states of a mind resulting from various functions in their central processing systems.
In order to see how artificial intelligence plays a role on today’s society, I believe it is important to dispel any misconceptions about what artificial intelligence is. Artificial intelligence has been defined many different ways, but the commonality between all of them is that artificial intelligence theory and development of computer systems that are able to perform tasks that would normally require a human intelligence such as decision making, visual recognition, or speech recognition. However, human intelligence is a very ambiguous term. I believe there are three main attributes an artificial intelligence system has that makes it representative of human intelligence (Source 1). The first is problem solving, the ability to look ahead several steps in the decision making process and being able to choose the best solution (Source 1). The second is the representation of knowledge (Source 1). While knowledge is usually gained through experience or education, intelligent agents could very well possibly have a different form of knowledge. Access to the internet, the la...
Artificial Intelligence, also known as AI, allows a machine to function as if the machine has the capability to think like a human. While we are not expecting any hovering cars anytime soon, artificial intelligence is projected to have a major impact on the labor force and will likely replace about half the workforce in the United States in the decades to come. The research in artificial intelligence is advancing rapidly at an unstoppable rate. So while many people feel threatened by the possibility of a robot taking over their job, computer scientists actually propose that robots would benefit a country’s efficiency of production, allowing individuals to reap the benefits of the robots. For the advantage of all, researchers and analysts have begun to mend the past ideas of human-robot interaction. They have pulled inspiration from literary works of Isaac Asimov whom many saw as the first roboticist ahead of his time, and have also gotten ideas of scholarly research done by expert analysts. These efforts have began to create an idea of a work force where humans and robots work together in harmony, on a daily basis.
The approach to artificial intelligence should be proceeded with caution. Throughout recent years and even decades before, it has been a technological dream to produce artificial intelligence. From movies, pop culture, and recent technological advancements, there is an obsession with robotics and their ability to perform actions that require human intelligence. Artificial intelligence has become a real and approachable realization today, but should be approached with care and diligence. Humans can create advanced artificial intelligence but should not because of the harm they may cause, the monumental advancement needed in the technology, and that its harm outweighs its benefits.
While the fictionalized network of millions of interconnected and omniscient robots is easy to visualize, it is not how artificial intelligence truly exists in reality. Although there is no official classification of the different types of artificial intelligence
It should be noted that A.I. does not refer to robots, for the robots are simply a manifestation of A.I. Artificial Intelligence actually refers to the minds of these robots. A.I. is the thinking capacity of machines, and not the machine itself, for the A.I. is infused into the machine.
Artificial Intelligence is the scientific theory to advance the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines. This is going to hold the key in the future. It has always fa...
Artificial intelligence is defined as developing computer programs to solve complex problems by applications of processes that are analogous to human reasoning processes. Roughly speaking, a computer is intelligent
Artificial Intelligence “is the ability of a human-made machine to emulate or simulate human methods for the deductive and inductive acquisition and application of knowledge and reason” (Bock, 182). The early years of artificial intelligence were seen through robots as they exemplified the advances and potential, while today AI has been integrated society through technology. The beginning of the thought of artificial intelligence happened concurrently with the rise of computers and the dotcom boom. For many, the utilization of computers in the world was the most advanced role they could ever see machines taking. However, life has drastically changed from the 1950s. This essay will explore the history of artificial intelligence, discuss the