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	<title>the nerve blog &#187; Artificial Intelligence</title>
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		<title>&quot;I for one welcome our new computer overlords&quot;</title>
		<link>http://sites.bu.edu/ombs/2012/03/20/i-for-one-welcome-our-new-computer-overlords/</link>
		<comments>http://sites.bu.edu/ombs/2012/03/20/i-for-one-welcome-our-new-computer-overlords/#comments</comments>
		<pubDate>Wed, 21 Mar 2012 02:04:12 +0000</pubDate>
		<dc:creator>Reena Clements</dc:creator>
				<category><![CDATA[Article]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Behavior]]></category>
		<category><![CDATA[Computational]]></category>
		<category><![CDATA[Emotion]]></category>
		<category><![CDATA[eyes]]></category>
		<category><![CDATA[robot]]></category>
		<category><![CDATA[visual]]></category>
		<category><![CDATA[watson]]></category>

		<guid isPermaLink="false">http://blogs.bu.edu/ombs/?p=4034</guid>
		<description><![CDATA[stLight.options({publisher:'0b9142ea-42f7-4b62-947d-dd7654ef4f2d'}); The parting words of Ken Jennings in last year&#8217;s Jeopardy match against Watson, a computer seemingly able to decipher and process language, are a milestone for robotic innovations. Advancements in neuroscience and robotics have focused on giving robots human-like intelligence and processing skills. This concept has been depicted numerous times in popular culture, many [...]]]></description>
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<p>The parting words of Ken Jennings in last year&#8217;s Jeopardy match against Watson, a computer seemingly able to decipher and process language, are a milestone for robotic innovations. Advancements in neuroscience and robotics have focused on giving robots human-like intelligence and processing skills. This concept has been depicted numerous times in popular culture, many times in terms of robotic rebellion, for example in movies such as I, Robot or WALL-E.</p>
<p>Recent robotics research leaves us with a couple of questions. Are really focusing on the right aspects of advancing in robotic technologies? Instead of perfecting intelligence and processing, why not instead focus on perfecting human emotion? <span id="more-4034"></span></p>
<p>Facial cues have proven extremely important for social interaction. In experiments where robots greeted humans and asked them to perform a task, the humans were more receptive when the robot glanced at the task to be performed, rather than robotically (pun intended) looking at the human subject while giving instructions. A similar experiment was set up in which human subjects were to learn about China. A map of China was present in the classroom. Those who had robot teachers who looked at the map while teaching actually learned more about the spatial relationships pertaining to the &#8220;lecture material&#8221; than those who had robot teachers who never looked at the map.</p>
<p>Another study examined the responsiveness of infants to robot facial cues.</p>
<p><div class="wp-caption alignright" style="width: 255px"><img class=" " style="border-style: initial;border-color: initial" src="http://ars.sciencedirect.com/content/image/1-s2.0-S089360801000170X-gr5.jpg" alt="Child following robot gaze" width="245" height="342" /><p class="wp-caption-text">Child following robot gaze</p></div></p>
<p>An 18-month old infant was allowed to watch a robot interact with a human (the researcher). He would point tobody parts, and the robot would repeat the action. When the researcher left the room, the infant followed the robot&#8217;s gaze. In contrast, those infants who never saw the robot interact with a human were unresponsive to their gazes. Visual communications are key for learning social interactions.</p>
<p>Such robots have also been used in Autism Spectrum Disorder (ASD) therapies. ASD patients have trouble with social interactions, so these social robots have been hypothesized to help in therapy. A bubble test, in which a companion to the patient blows bubbles, is used as it has been shown to provoke social interaction. ASD subjects were either allowed to interact with the robot to receive bubbles (such as by pushing a button) as well as a motor output from the robot (spinning) or could sit and watch while the robot did nothing. Those patients who were allowed to interact with the robot showed a significant increase in social behaviors such as speech and continued robot interaction. Thus, it has been concluded that the robots&#8217; social behaviors are causing a response in ASD patients.</p>
<p>This work shows that robots are gaining prevalence in studying the social aspects of human intelligence. While it is still important to use robotics to study how human processing works, it will be of extreme value to also continue research in the field of emotions and social communication.</p>
<p><a href="http://www.nsf.gov/news/special_reports/science_nation/gazeintomyeyes.jsp?WT.mc_id=USNSF_51">Developing Robots That Can Teach Humans</a> &#8211; Science Nation</p>
<p><a href="http://www.sciencedirect.com/science/article/pii/S089360801000170X">&#8220;Social&#8221; robots are psychological agents for infants:: A test of gaze following</a> &#8211; Neural Networks</p>
<p><a href="http://cres.usc.edu/pubdb_html/files_upload/589.pdf">Toward Socially Assistive Robotics for Augmenting Interventions for Children with Autism Spectrum Disorder</a> &#8211; Experimental Robotics</p>
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		<title>A.I. in the &quot;Cloud&quot;</title>
		<link>http://sites.bu.edu/ombs/2011/10/26/a-i-in-the-cloud/</link>
		<comments>http://sites.bu.edu/ombs/2011/10/26/a-i-in-the-cloud/#comments</comments>
		<pubDate>Wed, 26 Oct 2011 13:58:49 +0000</pubDate>
		<dc:creator>gregsal</dc:creator>
				<category><![CDATA[Opinion]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[cloud computing]]></category>
		<category><![CDATA[Consciousness]]></category>

		<guid isPermaLink="false">http://blogs.bu.edu/ombs/?p=3479</guid>
		<description><![CDATA[stLight.options({publisher:'0b9142ea-42f7-4b62-947d-dd7654ef4f2d'}); The world seems as though it is starting to move faster and faster, and thus the demand for information and information accessibility is drastically speeding up as well. Modern computers and related technologies, however, have done a remarkable job with both creating and keeping up with the ever growing demand for data and access [...]]]></description>
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<p>The world seems as though it is starting to move faster and faster, and thus the demand for information and information accessibility is drastically speeding up as well.  Modern computers and related technologies, however, have done a remarkable job with both creating and keeping up with the ever growing demand for data and access people need to it.  Perhaps one of the interesting innovations on the scene as of late is the emergence of a new form of information sharing and storing colloquially called &#8220;cloud computing&#8221;. <span id="more-3479"></span></p>
<p>The term is probably familiar to many people, but the exact logistics of what the &#8220;cloud&#8221; is and how it works probably isn&#8217;t.  On the whole, the &#8220;cloud&#8221; can most simply be thought of as a network over which computing software, resources and information can be simultaneous stored and shared (a perfect example of such a network being is Internet).  While such an idea may seem to demolish the personal aspect of personal computing, the silver lining of the &#8220;cloud&#8221; is it&#8217;s ability to make common resources, such as software, &#8220;apps&#8221; and data readily available to everyone connected to the network from one (or a few) centralized sources.  So, instead of&#8230;let&#8217;s say&#8230;Corporation Corp. needing to buy a new copy of Microsoft Office for every computer they have in their building, they can have the software supported on one central server that everyone in the building can be grated access to use.  This goes the same for personal data as well; instead of needing to store everything on your computer&#8217;s hard drive, you can just upload it to a &#8220;cloud&#8221; network and have instant access to it everywhere you get internet service!  The implications of this are pretty amazing when you consider how this could transform computing on a commercial level.  However, one of the most interesting aspects (in my opinion) of the dawn of &#8220;cloud&#8221; computing comes in at the personal level, specifically the personal level invested in social networking.</p>
<p>Think about how many people you know that have a Facebook or a Twitter account, host their own blog or a Tumblr, have a Spotify or Pandora account.  That&#8217;s a lot of people, and more importantly, that&#8217;s A LOT of data that each of those individuals has generated about themselves floating about on the internet!  While the &#8220;cloud&#8221; may host hundreds of apps, programs and other services, it also hosts A LOT of information about everyone one of those people you just thought about, and about yourself as well most likely (talk about really living with your head in the &#8220;clouds&#8221;)!  While this may seem innocuous enough, expect for those pictures from the Christmas party on your Facebook profile (&#8220;it&#8217;s okay, I untagged them!&#8221;), media entrepreneur and commentator Adam Ostrow has another very interesting take on the &#8220;you in the cloud&#8221;:</p>
<p>When you think about it, a lot of what Ostrow is getting at is very true (in a rather creepy, Matrix-y sort of way).  There is so much data floating around about you, and specifically you, on the internet that it&#8217;s mind-boggling.  From all the conversations saved on Facebook, to the constant updates on Twitter, the photos of favorite animals and TV shows on Tumblr, catchy songs played over and over again on Pandora&#8230;any way you look at it, the internet &#8220;knows&#8221; A LOT about you, what you do and what you like.  Is is so far fetched to think that a program could be designed with a algorithm in place that could allow it to take all that data about you, integrate, and &#8220;predict&#8221; what you may tweet or post or play next?  Personally, I say it isn&#8217;t&#8230;and, in fact, as programs and mods that Ostrow talked about show, it&#8217;s getting very close to being possible (on a basic level of course)!</p>
<p>But what if we could take this beyond the basic?  What if this &#8220;digital self&#8221; strewn all across the internet could be compiled, fine tuned, and modified to create an &#8220;artificial self&#8221; that, as Ostrow suggests, lives on after you die or in general just lives as you would based off what it knows about you?  Think about it, a holographic you  (just like Will i Am&#8230;funky!) talking and interacting with people, spurting information about what you would probably do today, what LOL cats you thought were funny and could &#8220;re-post&#8221; to everyone around you, and your latest opinion on so and so&#8217;s new album (&#8220;you&#8217;ve probably never heard of them&#8221;).  While this may all seem like a simple novelty today, I think this somewhat unsettling topic taps into an even greater implication: as basis for emergent artificial intelligence.</p>
<p>Our usual thoughts about A. I. probably trail off the realms where cybernetic skeletons hunt for future saviors of the human race, rogue computer programs toy with humans, or sassy pixels guide us to the next waypoint on a map.  All in all, A. I. is usually consider something strictly robotic and that has to adhere to what the name suggests: the emergence of autonomous thought or &#8220;consciousness&#8221; from a purely synthetic construct.  Indeed, world spanning endeavors such as the <a href="http://bluebrain.epfl.ch/">BlueBrain</a> project propose to build a fully synthetic brain as a way to best study it&#8217;s mysterious functions and, more importantly, shed some light on the elusive topic of consciousness itself.  But what if this &#8220;cloud&#8221; of information could serve as the rough start of something resembling what we want a robotic organism with a metal brain to be one day?  While the thoughts of a &#8220;digital persona&#8221; may be restricted in the sense that it may not be able to &#8220;think&#8221; but only predict based off previously catalogued information, who is to say that it can&#8217;t get better at this?  A tweak here and there (and years of work and research later) and we could have an algorithm that takes this compiled information and extrapolates it, compares it to information and exchanges you share with friends and loved ones and employers by accessing conversations, emails and pictures you shared with them all over the internet, adapting itself and getting better and better at predicting patterns that exist within your &#8220;internet autobiography&#8221;.</p>
<p>Indeed many simple adaptive learning programs already exist, such as the ones worked on by the <a href="http://celest.bu.edu/">CELEST lab</a> here at BU for mimicking and modeling speech patterns and sounds, and at MIT&#8217;s <a href="http://robotic.media.mit.edu/">Personal Robotics Group</a> for modeling and learning fine motor control and movements (as seen in the facial expressions that can be seen modeled by their Nexi robot).  Imagine taking that iSelf and integrating it with a machine that could walk and talk like a human being and let it start &#8220;predicting&#8221; things you would say based off all the information it can access about you, and learn to mimic your words, your likes, your &#8220;thoughts&#8221; better and better.  It may not be HAL 9000 or Sonny, but in a way it is a certain form of artificial intelligence.</p>
<p>While the prospect of a truly text book artificial intelligence is probably still more feasible in the world of science fiction than science fact, the prospect of the &#8220;digital you&#8221; is very matter of fact in the real world today.  Who knows, if programs and algorithms that compile and store information about you like My Next Tweet, and ifidie evolve and integrate more and more with the web, maybe one day we could see something truly new or &#8220;intelligent&#8221; evolve out of the data stream in a way no one ever thought possible.  Perhaps the concept of a viable &#8220;artificial sentience&#8221; (fans of Jane in Orson Scott Card&#8217;s Speaker for the Dead represent!) is still just as far off&#8230;and then again maybe not.  If anything though, it may be a good idea to take our heads out of the &#8220;cloud&#8221; from time to time and truly consider what programs are learning about us, and what information we want to leave for our &#8220;digital selves&#8221; to compile.</p>
<p><a href="http://computer.howstuffworks.com/cloud-computing/cloud-computing.htm">How Cloud Computing Works</a> &#8211; How Stuff Works</p>
<p><a href="http://rstb.royalsocietypublishing.org/content/364/1535/3527.full.pdf">Role of Expressive Behavior for Robots that Learn from People</a> &#8211; Philosophical Transactions of the Royal British Society (Biological Sciences)</p>
<p><a href="http://www.sciencedirect.com/science/article/pii/S0911604409000682">A Neural Theory of Speech Acquisition and Production</a> &#8211; The Journal of Neurolinguistics</p>
<p><a href="http://www.livescience.com/14441-biologically-inspired-learning-robotics-bts.html">Transforming Robotics with Biologically Inspired Models</a> &#8211; Live Science</p>
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		<title>Mind and Heart</title>
		<link>http://sites.bu.edu/ombs/2011/06/27/mind-and-heart/</link>
		<comments>http://sites.bu.edu/ombs/2011/06/27/mind-and-heart/#comments</comments>
		<pubDate>Mon, 27 Jun 2011 05:19:18 +0000</pubDate>
		<dc:creator>Christine Gamble</dc:creator>
				<category><![CDATA[News]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Computational]]></category>
		<category><![CDATA[Neuroscience]]></category>

		<guid isPermaLink="false">http://blogs.bu.edu/ombs/?p=2864</guid>
		<description><![CDATA[stLight.options({publisher:'0b9142ea-42f7-4b62-947d-dd7654ef4f2d'}); I have some news that might be a bit disappointing to…well, pretty much anyone who would find themselves on a blog dedicated to the mind and brain.  Bear with me (or not, if you’d like, really), but this is a post primarily about the heart. I was recently introduced via a grad student in [...]]]></description>
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<p>I have some news that might be a bit disappointing to…well, pretty much anyone who would find themselves on a blog dedicated to the mind and brain.  Bear with me (or not, if you’d like, really), but this is a post primarily about the heart.</p>
<p>I was recently introduced via a grad student in the (yes, neuroscience) lab I work in to the latest advancement in the race to perfect an <a href="http://www.npr.org/2011/06/13/137029208/heart-with-no-beat-offers-hope-of-new-lease-on-life">artificial heart.</a> That link is to an NPR article that really tells you everything you need to know&#8230;and you should absolutely read it.  But to summarize the details you need to know for my purposes here, the design is completely novel, and unlike previous designs, it doesn’t use nature as its inspiration. <span id="more-2864"></span></p>
<p>All previous artificial hearts have attempted to mimic the beating of a natural heart, but the moving parts can wear down or cause problems such as blood clots.  Instead, this implant has only two moving rotors, spinning to move the blood continuously rather than in pulses.  Let that sink in for a second.  Yes, transplant recipients <em>have no heartbeat</em>.  And the first recipient lived for over a month in this state before dying of underlying problems, the &#8220;heart&#8221; still working perfectly.</p>
<p>So here, finally, is what all of this has to do with the brain.  The main message I took home from the NPR article and subsequent discussion (aside from, as the aforementioned grad student pointed out, the fact that one with such an implant should never accidentally fall asleep in public) is that while our instinct has previously been to imitate nature, that might not always be the most efficient logistical solution. Dr. Billy Cohn, one of the creators of the device, put it very well when he pointed out that many of the earliest attempts at flying machines had flapping wings before we realized that what works for birds and insects isn&#8217;t necessarily the best answer for us.</p>
<p>I decided to pass this information on to my mom, a cardiac catheterization lab RN, and someone as in love with the heart as I am with the brain.  Her eyes lit up when she realized that systole and diastole, that is, the heart&#8217;s pulsations serve no purpose aside from the maintenance of the heart itself, and the flow of blood—there’s no reason it can’t be continuous and steady if the heart itself is artificial.  “You might start seeing these soon,” I told her, “they’re the future of your field.”  “So what about you?” she replied, “How far off are artificial brains?”  I rolled my eyes at her joke.  Then it slowly occurred to me that, while still absurd for discussions of transplant purposes, just because something doesn’t function in the same way as its natural counterpart, doesn’t mean it isn’t the same thing.</p>
<p><a href="http://www-03.ibm.com/innovation/us/watson/index.html">So aren’t we already pretty close? </a></p>
<p><img src="///Users/Kt/Library/Caches/TemporaryItems/moz-screenshot.png" alt="" /></p>
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		<title>I, Rudimentary Intelligence</title>
		<link>http://sites.bu.edu/ombs/2010/08/12/i-rudimentary-intelligence/</link>
		<comments>http://sites.bu.edu/ombs/2010/08/12/i-rudimentary-intelligence/#comments</comments>
		<pubDate>Thu, 12 Aug 2010 13:55:08 +0000</pubDate>
		<dc:creator>Kayla Ritchie</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Evolution]]></category>
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		<category><![CDATA[Science Fiction]]></category>
		<category><![CDATA[Thoughts]]></category>

		<guid isPermaLink="false">http://blogs.bu.edu/ombs/?p=636</guid>
		<description><![CDATA[Recent reports of artificial life forms which have &#8220;evolved&#8221; a basic form of intelligence have caused quite a stir in the biological and computer science communities. This would normally be the time when I remind everyone that closer scrutiny must be paid to just what is meant by &#8220;life&#8221;, &#8220;evolve&#8221; and &#8220;intelligence&#8221;.  But while those [...]]]></description>
			<content:encoded><![CDATA[<p>Recent reports of artificial life forms which have &#8220;evolved&#8221; a basic form of intelligence have caused quite a stir in the biological and computer science communities.<br />
This would normally be the time when I remind everyone that closer scrutiny must be paid to just what is meant by &#8220;life&#8221;, &#8220;evolve&#8221; and &#8220;intelligence&#8221;.  But while those are all fascinating philosophical questions, there is no way in which a modest little blog post could begin to cover those topics. <img class="alignright size-full wp-image-637" src="http://sites.bu.edu/ombs/files/2010/08/asimov-robot.jpg" alt="asimov-robot" width="190" height="283" /></p>
<p>Instead, I&#8217;d like to draw attention to a particular aspect of Isaac Asimov&#8217;s writing, of which I can&#8217;t help being reminded after reading these reports.  As the father of the term &#8220;robotics&#8221; and all things relating to it, Asimov dealt with nearly all of the issues relating to artificial intelligence.  A few of his fictional robot characters even developed human-like, self-aware consciousness and creativity.  But the one thing which stands out about these characters was that their consciousness was rarely a design of their creators, but rather a fluke.  Minute variations in the mechanized construction of their positronic brains amounted to  unique, creative minds.</p>
<p>Asimov&#8217;s choice to author conscious robots as results of random chance forces us to think about how human consciousness evolved in reality.  It may be that such a consciousness is not strictly required for an organism to dramatically enhance its chances of survival and reproduction. We seem to assume that our superior cognitive abilities grant us an enormous advantage over other species, that the sort of consciousness which makes us self-aware, reflective and creative was the &#8220;end result&#8221; in a very long line of brain development.  But evolution does not work towards such a specific end.  There are plenty of other species (e.g. viruses) that persist with just as much vigor as us, despite their lack of cognitive powers associated with the forebrain.  Perhaps only a minor, random mutation resulted in a dramatic and permanent change in the brain, a change which ultimately amounted to consciousness.  Who knows what the odds are that such an intelligence evolved, or will evolve again in a computer simulation?  At least we can be reassured that, on a long enough time scale, even the most unlikely event can occur.</p>
<p>In any case, Boston University&#8217;s own Isaac Asimov has made many a prediction with his science fiction, and many more can be expected.</p>
<p><a href="http://www.newscientist.com/article/mg20727723.700-artificial-life-forms-evolve-basic-intelligence.html?page=1">&#8220;Artificial life forms evolve basic intelligence&#8221;</a>-Catherine Brahic</p>
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