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This Is a Publication of The American Association for Artificial Intelligence
This Is a Publication of The American Association for Artificial Intelligence

... to elaborate on the notion of intelligence and in what sense it can be artificial. Let me start with definitions that should not be used to define the field of AI because they are not broad enough and encourage exclusion of work rather than inclusion. AI is not the science of building artificial peo ...
AI*IA Workshop on Deep Understanding and Reasoning: A
AI*IA Workshop on Deep Understanding and Reasoning: A

... obsolete (if not in the spirit certainly in the details, as they have been immensely refined by successive research), but the problems and the issues raised are still up in their full glory. In particular two things come to my mind: the three criteria set forth by McCarthy and Hayes, and the problem ...
“HUMaNITy SHOULD FEaR aDVaNCES IN aRTIFICIaL
“HUMaNITy SHOULD FEaR aDVaNCES IN aRTIFICIaL

... in future be able to recognise the difference between cancer tumours infinitely better than humans, which would revolutionise healthcare [Ref: The Times]. Others also criticise arguments that advances in AI signal the end of humanity, and point to the fact that: “After so much talking about the risk ...
Computational Intelligence
Computational Intelligence

... to learn and/or to deal with new situations, such that the system is perceived to possess one or more attributes of reason, such as generalization, discovery, association and abstraction. Silicon-based computational intelligence systems usually comprise hybrids of paradigms such as artificial neural ...
Cyberarts2002 - SIUE Computer Science
Cyberarts2002 - SIUE Computer Science

... Different Problems require different ways to represent the knowledge and different ways of reasoning. ...
Text Benno Premsela Lecture by Benjamin Bratton November 2015
Text Benno Premsela Lecture by Benjamin Bratton November 2015

... inhuman. As Artificial Intelligence becomes more sophisticated what will be its urban design project? What should it be? That is, I mean AI both as something that we see around us all the time and in terms of forms of synthetic reason that we are in the process of designing and designating, and whic ...
Cybersecurity, Artificial Intelligence, and Autonomous
Cybersecurity, Artificial Intelligence, and Autonomous

... Autonomy: the ability to problem solve; the power to act; the power to change course; ability to create a new goal. We cannot know a priori what an autonomous system will do. Known Unknowns: • Emergent behaviors • Whatever system design we use, there will be cybersecurity problems arising from compu ...
Chapter 04 Decision Support and Artificial Intelligence
Chapter 04 Decision Support and Artificial Intelligence

... algorithm c) A genetic algorithm provides you with the best solution; an expert system provides you with many solutions along with the confidence level for each possible solution d) Expert systems belong in the category of artificial intelligence; genetic algorithms work with large database and ware ...
Pdf-preprint - Dipartimento di Informatica
Pdf-preprint - Dipartimento di Informatica

... the sufficiency, from an epistemological perspective, of a weak equivalence between cognitive processes and AI procedures and propose that, from an explanatory point of view, the relation between “natural mind” and “artificial software” can be based purely on a macroscopic equivalence of the functio ...
A Review Paper on General Concepts of “Artificial Intelligence and
A Review Paper on General Concepts of “Artificial Intelligence and

... The entire world is on the way of Digitalization and for that purpose the artificial intelligence and machine learning concepts plays an important role. Our research paper is totally based upon, how the intelligence and new machine technologies get invented in our day to day life. Today‟s machines a ...
Learning, Social Intelligence and the Turing Test
Learning, Social Intelligence and the Turing Test

... point of the TT is that if some entity passes it then it is hard to deny that this entity is intelligent – it short-cuts possible quibbling, and thus opens up the possibility that an artificial entity could be judged as intelligent. The TT consists of a conversation over a period of time between a t ...
Intelligence Augmentation Pattie Maes MIT Media Lab
Intelligence Augmentation Pattie Maes MIT Media Lab

... MIT Media Lab ...
CS 4700: Foundations of Artificial Intelligence
CS 4700: Foundations of Artificial Intelligence

... •  cycle times: order of 10^(-9) seconds Numbers are getting close! Hardware will surpass human brain within next 20 yrs. ...
15th Ibero-American Conference on Artificial Intelligence IBERAMIA
15th Ibero-American Conference on Artificial Intelligence IBERAMIA

... https://easychair.org/conferences/?conf=iberamia2016. The conference is organized in several areas, so the authors should choose to submit the paper to the most appropriate area for their work. All submissions will go through a peer review process, by independent PC members reviewing each submission ...
rational - UCF Computer Science
rational - UCF Computer Science

...  Not required, but for students who want to read more we recommend  Russell & Norvig, AI: A Modern Approach, 3rd Ed. ...
Worldwide AI: A Brief Overview of Artificial Intelligence in
Worldwide AI: A Brief Overview of Artificial Intelligence in

... A Brief Overview of Artificial Intelligence in South Africa Despite a peaceful transition to a democratic dispensation in 1994, South Africa is still struggling to achieve the goal of providing decent basic education to the majority of its citizens. The lack of quality education on the primary and s ...
Synthetic Intelligence: Beyond Artificial Intelligence and Robotics1
Synthetic Intelligence: Beyond Artificial Intelligence and Robotics1

... of represented knowledge structures has typically been accomplished by deliberation, where the link from sensor or input data to action production or output data is mediated by knowledge-based planning or logical reasoning. In the context of robotics, Arkin (1998) refers to these approaches as Sense ...
Brainframes, digital technologies, and connected intelligence
Brainframes, digital technologies, and connected intelligence

... • Used to multimedia via videogames and calculators • Doesn’t “do” manuals • Used to work in groups or teams • Multitasking • Sampling • Does outside the head on a screen what we were taught to do inside • (Jeff Han’s video) ...
Lecture01
Lecture01

... test is intelligent. ● However, the test does not provide much traction on the question of how to actually build an intelligent system. ...
Introduction to AI ( slides)
Introduction to AI ( slides)

... ARTIFICIAL INTELLIGENCE CSCI/PHIL-4550/6550 (IT’S FOR REAL) DON POTTER Institute for Artificial Intelligence and Computer Science Department UGA ...
INTRODUCTION TO ARTIFICIAL INTELLIGENCE Chapter 1
INTRODUCTION TO ARTIFICIAL INTELLIGENCE Chapter 1

... understand English in a micro-domain (the block world).  1972: PROLOG was developed by a group of Europeans and became alternative to LISP as an AI programming language.  1974: MYCIN was developed by Ted Shortliffe. Expert system for medical diagnosis. Sometimes called the first expert system.  1 ...
Satinder Singh University of Michigan
Satinder Singh University of Michigan

... recent success of Deep Learning, there is renewed hope and interest in Reinforcement Learning (RL) from the wider applications communities. Indeed, there is a recent burst of new and exciting progress in both theory and practice of RL. I will describe some results from my own group on a simple new c ...
Week 1 - School of Engineering and Information Technology
Week 1 - School of Engineering and Information Technology

... • By the end of the 1950’s Samuels had designed a computerised game of checkers which could improve by playing an early example of machine learning • People began programming chess games as soon as they could get access to a computer ...
Refinement Planning: Status and Prospectus
Refinement Planning: Status and Prospectus

... form of inference. A focus on problems that do not respond to algorithmic solutions. This underlies the reliance on heuristic search as an AI problem-solving technique. A concern with problem solving using inexact, missing, or poorly defined information and the use of representational formalisms tha ...
MIQ Understanding a Machine through Multiple Perspectives Analysis
MIQ Understanding a Machine through Multiple Perspectives Analysis

... will continue to rise but will drastically decline. The model showed that “wholesale” use of intelligent machines can increase economic growth rate greater than order of magnitude. The main assumption is that total population of intelligent machines can grow at a desired rate that matches demand of ...
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Intelligence explosion

An intelligence explosion is the expected outcome of the hypothetically forthcoming technological singularity, that is, the result of man building artificial general intelligence (strong AI). Strong AI would be capable of recursive self-improvement leading to the emergence of superintelligence, the limits of which are unknown.The notion of an ""intelligence explosion"" was first described by Good (1965), who speculated on the effects of superhuman machines, should they ever be invented:Let an ultraintelligent machine be defined as a machine that can far surpass all the intellectual activities of any man however clever. Since the design of machines is one of these intellectual activities, an ultraintelligent machine could design even better machines; there would then unquestionably be an ‘intelligence explosion,’ and the intelligence of man would be left far behind. Thus the first ultraintelligent machine is the last invention that man need ever make, provided that the machine is docile enough to tell us how to keep it under control.Although technological progress has been accelerating, it has been limited by the basic intelligence of the human brain, which has not, according to Paul R. Ehrlich, changed significantly for millennia. However, with the increasing power of computers and other technologies, it might eventually be possible to build a machine that is more intelligent than humanity. If a superhuman intelligence were to be invented—either through the amplification of human intelligence or through artificial intelligence—it would bring to bear greater problem-solving and inventive skills than current humans are capable of. It could then design an even more capable machine, or re-write its own software to become even more intelligent. This more capable machine could then go on to design a machine of yet greater capability. These iterations of recursive self-improvement could accelerate, potentially allowing enormous qualitative change before any upper limits imposed by the laws of physics or theoretical computation set in.
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