Artificial Intelligence
The computer revolution has influenced everyday matters from the way letters are written to the methods in which our banks, governments, and credit card agencies keep track of our finances. The development of artificial intelligence is just a small percentage of the computer revolution and how society deals with, learns, and incorporates artificial intelligence. It will only be the beginning of the huge impact and achievements of the computer revolution.
A standard definition of artificial intelligence, or AI, is that computers simply mimic behaviors of humans that would be regarded as intelligent if a human being did them. However, within this definition, several issues and views still conflict because of ways of interpreting the results of AI programs by scientists and critics. The most common and natural approach to AI research is to ask of any program, what can it do? What are the actual results in comparison to human intelligence? For example, what matters about a chess-playing program is how good it is. Can it possibly beat chess grand masters? There is also a more structured approach in assessing artificial intelligence, which began opening the door of the artificial intelligence contribution into the science world. According to this theoretical approach, what matters is not the input-output relations of the computer, but also what the program can tell us about actual human cognition (Ptack, 1994).
From this point of view, artificial intelligence can not only give a commercial or business world the advantage, but also a understanding and enjoyable beneficial extend to everyone who knows how to use a pocket calculator. It can outperform any living mathematician at multiplication and division, so it qualifies as intelligent under the definition of artificial intelligence. This fact does not entertain the psychological aspect of artificial intelligence, because such computers do not attempt to mimic the actual thought processes of people doing arithmetic (Crawford, 1994). On the other hand, AI programs that simulate human vision are theoretical attempts to understand the actual processes of human beings and how they view and interpret the outside world. A great deal of the debate about artificial intelligence confuses the two views, so that sometimes success in artificial intelligence's practical application is supposed to provide structured or theoretical understanding in this branch of science known as cognitive science. Chess-playing programs are a good example. Early chess-playing programs tried to mimic the thought processes of actual chess players, but they were not successful. Ignoring the thoughts of chess masters and just using the much greater computing powers of modern hard wares have achieved more recent successes. This approach, called brute force, comes from the fact that specially designed computers can calculate hundreds of thousands or even millions of moves, which is something no human chess player can do (Matthys, 1995). The best current programs can beat all but the very best chess players, but it would be a mistake to think of them as substantial information to artificial intelligence's cognitive science field (Ptacek, 1994). They tell us almost nothing about human cognitions or thought processes, except that an electrical machine working on different principles can outdo human beings in playing chess, as it can defeat human beings in doing arithmetic.
Assuming that artificial intelligence's practical applications, or AIPA, is completely successful and that society will soon have programs whose performance can equal or beat that of any human in any comprehension task at all. Assume machines existed that could not only play better chess but had equal or better comprehension of natural languages, write equal or better novels and poems, and prove equal or better math and science equations and solutions. What should society make of these results? Even with the cognitive science approach, there are some further distinctions to be made. The most influential claim is if scientists programmed a digital computer with the right programs, and if it had the right inputs and outputs, then it would have thoughts and feelings in exactly the same sense in which humans have thoughts and feelings. In accordance to this view, the computer programming and AICS program is not just mimicking intelligent thought patterns, it actually is going through these thought processes. Again the computer is not just a substitution of the mind. The newly programmed computer would literally have a mind. So if there were an AIPA program that appropriately matched human cognition, scientists would artificially have created an actual mind.
It seems that artificial intelligence is possibly a program that will one day exist. The mind is just the program in hardware of the human brain, but this created mind could also be programmed into computers manufactured by IBM. However, there is a big difference from artificial intelligence and various forms of AICS. Though, it is the weakest claim of artificial intelligence stating that the appropriately programmed computer is a tool that can be used in the study of human cognition. By attempting to impersonate the formal structure of cognitive processes on a computer, we can better come to understand cognition. From this weaker view, the computer plays the same role in the study of human beings that it plays in any other discipline (Taubes, 1995; Crawford, 1994).
We use computers to simulate the behavior of weather patterns, airline flight schedules, and the flow of money in things. No one began programming any of these computer operations so the computer program literally makes brainstorms, or that the computer will literally take off and fly to San Diego when we are doing a computer simulation of airline flights. Also, no one thinks that the computer simulation of the flow of money will give us a better chance at preparing for things like The Great Depression. To stand by the weaker conception of artificial intelligence, society should not think that a computer simulation of cognitive processes actually did any real thinking.
According to this weaker, or more cautious, version of AICS, we can use the computer to do models or simulations of mental processes, as we can use the computer to do simulations of any other process as long as we write a program that will allow us to do so. Since this version of AICS is more cautious, it is probably safe to assume that it is less likely to be controversial, and more likely to be heading towards real possibilities.
Bibliography:
Crawford, Robert, Machine Dreams, Vol. 97, Technology Review, 1 Feb 1994, pp. 77.
Matthys, Erick, Harnessing technology for the future, Vol. 75, Military Review, 1 May 1995, pp. 71
Morss, Ruth, Artificial intelligence guru cultivate natural language, Vol. 14, Boston Business Journal, 20 Jan 1995, pp. 19
Ptacek, Robin, Using artificial intelligence, Vol. 28, Futurist, 1 Jan 1994, pp.38
Taubes, Gary, The rise and fall of thinking machines, Vol. 1995, Inc., 12 Sep 1995, pp. 61
Originally posted here:
Artificial Intelligence :: Essays Papers
- Classic reasoning systems like Loom and PowerLoom vs. more modern systems based on probalistic networks - November 8th, 2009 [November 8th, 2009]
- Using Amazon's cloud service for computationally expensive calculations - November 8th, 2009 [November 8th, 2009]
- Software environments for working on AI projects - November 8th, 2009 [November 8th, 2009]
- New version of my NLP toolkit - November 8th, 2009 [November 8th, 2009]
- Semantic Web: through the back door with HTML and CSS - November 8th, 2009 [November 8th, 2009]
- Java FastTag part of speech tagger is now released under the LGPL - November 8th, 2009 [November 8th, 2009]
- Defining AI and Knowledge Engineering - November 8th, 2009 [November 8th, 2009]
- Great Overview of Knowledge Representation - November 8th, 2009 [November 8th, 2009]
- Something like Google page rank for semantic web URIs - November 8th, 2009 [November 8th, 2009]
- My experiences writing AI software for vehicle control in games and virtual reality systems - November 8th, 2009 [November 8th, 2009]
- The URL for this blog has changed - November 8th, 2009 [November 8th, 2009]
- I have a new page on Knowledge Management - November 8th, 2009 [November 8th, 2009]
- N-GRAM analysis using Ruby - November 8th, 2009 [November 8th, 2009]
- Good video: Knowledge Representation and the Semantic Web - November 8th, 2009 [November 8th, 2009]
- Using the PowerLoom reasoning system with JRuby - November 8th, 2009 [November 8th, 2009]
- Machines Like Us - November 8th, 2009 [November 8th, 2009]
- RapidMiner machine learning, data mining, and visualization tool - November 8th, 2009 [November 8th, 2009]
- texai.org - November 8th, 2009 [November 8th, 2009]
- NLTK: The Natural Language Toolkit - November 8th, 2009 [November 8th, 2009]
- My OpenCalais Ruby client library - November 8th, 2009 [November 8th, 2009]
- Ruby API for accessing Freebase/Metaweb structured data - November 8th, 2009 [November 8th, 2009]
- Protégé OWL Ontology Editor - November 8th, 2009 [November 8th, 2009]
- New version of Numenta software is available - November 8th, 2009 [November 8th, 2009]
- Very nice: Elsevier IJCAI AI Journal articles now available for free as PDFs - November 8th, 2009 [November 8th, 2009]
- Verison 2.0 of OpenCyc is available - November 8th, 2009 [November 8th, 2009]
- What’s Your Biggest Question about Artificial Intelligence? [Article] - November 8th, 2009 [November 8th, 2009]
- Minimax Search [Knowledge] - November 8th, 2009 [November 8th, 2009]
- Decision Tree [Knowledge] - November 8th, 2009 [November 8th, 2009]
- More AI Content & Format Preference Poll [Article] - November 8th, 2009 [November 8th, 2009]
- New Planners Solve Rescue Missions [News] - November 8th, 2009 [November 8th, 2009]
- Neural Network Learns to Bluff at Poker [News] - November 8th, 2009 [November 8th, 2009]
- Pushing the Limits of Game AI Technology [News] - November 8th, 2009 [November 8th, 2009]
- Mining Data for the Netflix Prize [News] - November 8th, 2009 [November 8th, 2009]
- Interview with Peter Denning on the Principles of Computing [News] - November 8th, 2009 [November 8th, 2009]
- Decision Making for Medical Support [News] - November 8th, 2009 [November 8th, 2009]
- Neural Network Creates Music CD [News] - November 8th, 2009 [November 8th, 2009]
- jKilavuz - a guide in the polygon soup [News] - November 8th, 2009 [November 8th, 2009]
- Artificial General Intelligence: Now Is the Time [News] - November 8th, 2009 [November 8th, 2009]
- Apply AI 2007 Roundtable Report [News] - November 8th, 2009 [November 8th, 2009]
- What Would You do With 80 Cores? [News] - November 8th, 2009 [November 8th, 2009]
- Software Finds Learning Language Child's Play [News] - November 8th, 2009 [November 8th, 2009]
- Artificial Intelligence in Games [Article] - November 8th, 2009 [November 8th, 2009]
- Artificial Intelligence Resources - November 8th, 2009 [November 8th, 2009]
- Alan Turing: Mathematical Biologist? - April 25th, 2012 [April 25th, 2012]
- BBC Horizon: The Hunt for AI ( Artificial Intelligence ) - Video - April 30th, 2012 [April 30th, 2012]
- Can computers have true artificial intelligence" Masonic handshake" 3rd-April-2012 - Video - April 30th, 2012 [April 30th, 2012]
- Kevin B. Korb - Interview - Artificial Intelligence and the Singularity p3 - Video - April 30th, 2012 [April 30th, 2012]
- Artificial Intelligence - 6 Month Anniversary - Video - April 30th, 2012 [April 30th, 2012]
- Science Breakthroughs - April 30th, 2012 [April 30th, 2012]
- Hitman: Blood Money - Part 49 - Stupid Artificial Intelligence! - Video - April 30th, 2012 [April 30th, 2012]
- Research Members Turned Off By HAARP Artificial Intelligence - Video - April 30th, 2012 [April 30th, 2012]
- Artificial Intelligence Lecture No. 5 - Video - April 30th, 2012 [April 30th, 2012]
- The Artificial Intelligence Laboratory, 2012 - Video - April 30th, 2012 [April 30th, 2012]
- Charlie Rose - Artificial Intelligence - Video - April 30th, 2012 [April 30th, 2012]
- Expert on artificial intelligence to speak at EPIIC Nights dinner - May 4th, 2012 [May 4th, 2012]
- Filipino software engineers complete and best thousands on Stanford’s Artificial Intelligence Course - May 4th, 2012 [May 4th, 2012]
- Vodafone xone™ Hackathon Challenges Developers and Entrepreneurs to Build a New Generation of Artificial Intelligence ... - May 4th, 2012 [May 4th, 2012]
- Rocket Fuel Packages Up CPG Booster - May 4th, 2012 [May 4th, 2012]
- 2 Filipinos finishes among top in Stanford’s Artificial Intelligence course - May 5th, 2012 [May 5th, 2012]
- Why Your Brain Isn't A Computer - May 5th, 2012 [May 5th, 2012]
- 2 Pinoy software engineers complete Stanford's AI course - May 7th, 2012 [May 7th, 2012]
- Percipio Media, LLC Proudly Accepts Partnership With MIT's Prestigious Computer Science And Artificial Intelligence ... - May 10th, 2012 [May 10th, 2012]
- Google Driverless Car Ok'd by Nevada - May 10th, 2012 [May 10th, 2012]
- Moving Beyond the Marketing Funnel: Rocket Fuel and Forrester Research Announce Free Webinar - May 10th, 2012 [May 10th, 2012]
- Rocket Fuel Wins 2012 San Francisco Business Times Tech & Innovation Award - May 13th, 2012 [May 13th, 2012]
- Internet Week 2012: Rocket Fuel to Speak at OMMA RTB - May 16th, 2012 [May 16th, 2012]
- How to Get the Most Out of Your Facebook Ads -- Rocket Fuel's VP of Products, Eshwar Belani, to Lead MarketingProfs ... - May 16th, 2012 [May 16th, 2012]
- The Digital Disruptor To Banking Has Just Gone International - May 16th, 2012 [May 16th, 2012]
- Moving Beyond the Marketing Funnel: Rocket Fuel Announce Free Webinar Featuring an Independent Research Firm - May 23rd, 2012 [May 23rd, 2012]
- MASA Showcases Latest Version of MASA SWORD for Homeland Security Markets - May 23rd, 2012 [May 23rd, 2012]
- Bluesky Launches Drones for Aerial Surveying - May 23rd, 2012 [May 23rd, 2012]
- Artificial Intelligence: What happened to the hunt for thinking machines? - May 25th, 2012 [May 25th, 2012]
- Bubble Robots Move Using Lasers [VIDEO] - May 25th, 2012 [May 25th, 2012]
- UHV assistant professors receive $10,000 summer research grants - May 27th, 2012 [May 27th, 2012]
- Artificial intelligence: science fiction or simply science? - May 28th, 2012 [May 28th, 2012]
- Exetel taps artificial intelligence - May 29th, 2012 [May 29th, 2012]
- Software offers brain on the rain - May 29th, 2012 [May 29th, 2012]
- New Dean of Science has high hopes for his faculty - May 30th, 2012 [May 30th, 2012]
- Cognitive Code Announces "Silvia For Android" App - May 31st, 2012 [May 31st, 2012]
- A Rat is Smarter Than Google - June 5th, 2012 [June 5th, 2012]