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	<title>digital Archives - GWS Robotics</title>
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		<title>How do Social Robots Interact With Humans?</title>
		<link>https://gwsr2.gwsclient.co.uk/blog/how-do-social-robots-interact/</link>
		
		<dc:creator><![CDATA[Philip Graves]]></dc:creator>
		<pubDate>Fri, 02 Aug 2019 11:31:00 +0000</pubDate>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[business]]></category>
		<category><![CDATA[development]]></category>
		<category><![CDATA[digital]]></category>
		<category><![CDATA[technology]]></category>
		<guid isPermaLink="false">http://gwsr2.gwsclient.co.uk/?p=394</guid>

					<description><![CDATA[<p>Modern social robots are designed to interact with humans by making use of a variety of sensors that are then…</p>
<p>The post <a href="https://gwsr2.gwsclient.co.uk/blog/how-do-social-robots-interact/">How do Social Robots Interact With Humans?</a> appeared first on <a href="https://gwsr2.gwsclient.co.uk">GWS Robotics</a>.</p>
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		<span class="fl-heading-text">5 Ways Social Robots Can Be Designed and Programmed to Interact With You</span>
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	<p style="text-align: center;"><em>- Written by Philip Graves for GWS Robotics, 29th July 2019</em><br />
- <em>Edited and selectively amended by David Graves, 2nd August 2019</em></p>
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	<p>Modern social robots are designed to interact with humans by making use of a variety of sensors that are then converted into data their programming can meaningfully interpret.</p>
<p>We can broadly divide the tools of interactivity with which they are equipped into artificial senses and outwardly perceptible responses, with the latter being mediated by artificial intelligence, the sum of all protocols by which they are designed to process and respond to data received and memories stored.</p>
<p>Having summarised these, we shall go on to look at five strategic ways in which social robots can be designed and programmed to interact with humans.</p>
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		<span class="fl-heading-text">Part 1: Artificial Senses</span>
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	<p>Just as any animal needs senses to detect what is present in and happening in its physical environment, so too do robots need artificial senses for the same purpose.</p>
<p>21st century social robots like Pepper have been equipped with artificial sight, hearing and touch, but generally have no artificial sense of taste or smell.</p>
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		<span class="fl-heading-text">Why are social robots not made able to smell or taste?</span>
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	<p>Although it is possible for sophisticated drug-detection machinery used by customs officials to intercept illicit trafficking operations to be equipped with an ‘artificial nose’, there is no clear economic justification for equipping a social robot with such expensive technology as would be required to detect and recognise the presence of chemical vapours in the air.</p>
<p>Taste is another animal sense that depends on the detection of chemicals, generally in the presence of a water-based fluid called saliva that breaks down the food and releases its chemical constituents; and because of the electrically conductive properties of water, it would potentially be electrically unsafe for an electronic machine with moving parts like a robot to have any kind of fluid inserted into it to imitate this process.</p>
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		<span class="fl-heading-text">1a. Artificial Vision</span>
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	<p>Robots are equipped with internal digital cameras by which they are able to receive digital images of their visual environments. This makes for a rich source of data for their programming to process into identifying what these environments consist of, the first step towards responding appropriately in a way that facilitates communication with nearby people.</p>
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<div class="fl-module fl-module-heading fl-node-5e8b18273f741" data-node="5e8b18273f741">
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		<span class="fl-heading-text">1b. Artificial Hearing</span>
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	<p>Modern social robots are fitted with integral microphones, allowing them to receive analogue audio data. This is then converted into digital audio by on-board Analogue-to-Digital Converters (ADCs) and fed into their programs. In order for them to make sense of that digital data, they need to be programmed to interpret the sounds they are hearing with reference to their ADSR (attack, decay, sustain, release) envelopes and frequencies. Ideally they should be programmed in a sophisticated enough way to recognise words from the digital audio patterns of human speech, as well as making sense of background noises and not being distracted by them when people are speaking.</p>
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<div class="fl-module fl-module-heading fl-node-5e8b18ba4b2f0" data-node="5e8b18ba4b2f0">
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		<span class="fl-heading-text">1c. Artificial Touch</span>
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	<p>Advanced robots can be fitted with an outer ‘skin’ of material that is made sensitive to pressure and / or electrical conductivity, thereby imitating the key ways by which humans perceive touch and also forces acting upon them.</p>
<p>Touch sensitivity can be useful in social robots’ interactions with humans for several reasons. It can allow them to detect when a human is placing a hand on them, opening the way to a host of programmed social responses. It can also allow them to detect the weight of an object if they are expected to carry it, and to respond defensively or self-protectively if subjected to heavy force such as a blow.</p>
<p>Where robots like Pepper are fitted with an internal tablet, they additionally use touch-sensitive screen technology as a direct interface with programs with which they are equipped.</p>
<p>Many robots like Pepper deploy various other <a href="http://doc.aldebaran.com/2-4/family/pepper_technical/pepper_dcm/actuator_sensor_names.html" target="_blank">sensors</a> to inform their operating systems of the behaviour of their moving parts and joints - notably inertial sensors such as gyroscopes and accelerometers. Information from these sensors is mostly used programmatically to avoid or detect malfunction, or to avoid falling over.</p>
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		<span class="fl-heading-text">Part 2: Perceptible Responses</span>
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	<p>It is the first job of the social robot programmer to devise sophisticated routines for the interpretation of the raw digital data from the robot’s visual, sonic and tactile sense mechanisms. The second job is then to devise further routines to determine how the robot should behave based on what its program now understands to be happening around it.</p>
<p>This can be approached in a number of ways, but to confer to a social robot an effective semblance of intelligence requires programming it to behave in ways that seem to its human companions to be appropriate responses to their behaviour and revealed wants and intentions.</p>
<p>Depending on the design of the robot, it is likely to have at its disposal a variety of forms of physical movement, as well as the ability to generate artificial speech and other sounds through its built-in loudspeakers. Both these classes of functionality can be fully exploited to make the robot behave in a lifelike interactive fashion.</p>
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		<span class="fl-heading-text">2a. Mechanical and Electrical Movement</span>
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	<p>Social robots can be programmed to draw on their electrical power source to move the internal joints of their bodies and to move themselves across the surface on which they are standing. Some robots can also be made to apply force to third-party objects to achieve specific purposes such as opening a door or throwing an object, and others developed by research laboratories have been made to run or jump using leg-like appendages.</p>
<p>Robots can be made to rotate on the spot or wander around a room or hall. They can be made to turn and tilt their heads, and move their arms, wrists and fingers, whether for lifting and carrying objects, reaching out to touch a human, or simply gesticulating. They can even be made to dance. These abilities are at the disposal of programmers of modern social robots; but they need to be programmed to move in ways that are appropriate to the situation in which they are engaged.</p>
<p>Robots fitted with internal lights and screens can also be programmed to switch them on or off or change their colour in order to convey a sense of emotion. Many social robots are equipped with electronic image-based ‘eyes’ whose appearance can be made to change depending on what they perceive to be happening around them and the ‘emotional’ effect that has upon them. All these changing appearances can be classed collectively as electrical movement, since no mechanical motion is involved.</p>
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	<p>Almost all modern social robots are equipped with internal loudspeakers and virtual speech synthesis software so that they can be made to say anything they are programmed to say, comprehensibly to human beings around them. The notable exceptions would be social robots designed to behave more like dogs and other animals, with different kinds of vocalisations.</p>
<p>Most social robots can also be made to produce a variety of audible tones and noises that do not resemble speech but may be designed to indicate their ‘moods’ or to attract human attention.</p>
<p>Some social robots can also be used to play music and pre-recorded audio tracks.</p>
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		<span class="fl-heading-text">Part 3: Strategy for successful robot-human interaction</span>
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	<p>Having covered the technical basics of how robots can be equipped with the tools allowing them to interact with humans, we should also consider what kinds of interaction with robots are subjectively appreciated the most by humans. Here are five areas of their design and programmable behaviour that can make the most difference to user perceptions.</p>
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		<span class="fl-heading-text">3a. Design and visual styling of robot body and head</span>
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	<p>It’s commonly observed that humans are happiest to interact with social robots that have human-like qualities of behaviour and personality but do not physically resemble humans to the degree that they could be mistaken for them.</p>
<p>We have been inundated with apocalyptic science fiction dramas exploring the theme of robots integrating themselves into society in human disguise and then taking control. These themes in popular fiction and film play into fears of robots that are indistinguishable from humans.</p>
<p>However, Hanson Robotics is a notable example of an active company that has flown in the face of this conventional wisdom and set out to produce robots that look as similar to humans as possible, at least in the designs of their heads and faces, and has even modelled several of them after real individuals. These robots have mostly been used in show applications, such as stage appearances where they are used to answer questions. People may be more comfortable watching them from the safe distance of an auditorium as part of an entertaining stage show than they would be interacting with them closely in an enclosed private setting.</p>
<p>Softbank Robotics is an example of a company that has followed conventional thinking in making its humanoid-style robots appear distinct from human forms. Its robot Pepper resembles neither a male nor a female form, but has some aspects of both.</p>
<p>Other robots may be deliberately designed not to be of humanoid form at all. Some may resemble other creatures such as dogs, while others resemble shapes such as eggs and are seemingly designed to appeal to their audience with cute or childlike features.</p>
<p>The choice of physical form should take into consideration the desired mechanical functionality of the robot as well as the subjective dimension of its aesthetic appeal. For a robot to be socially popular, it probably needs to be aesthetically pleasing, and not purely functional like an industrial robot arm. But equally, to be called a robot at all, it would be expected by most people to be capable of movement.</p>
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		<span class="fl-heading-text">3b. Manner of movement</span>
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	<p>The movement of a social robot will always be a mechanical response to an electrical current; but mechanical robotic technology is nowadays sophisticated enough for movements that appear relatively natural or even graceful to be possible.</p>
<p>A social robot that can vary the speed with which it moves in a fluid and responsive manner can be much more interesting for humans to interact with than one that operates at a fixed and predictable speed in all it does.</p>
<p>Ideally, a robot’s movements should not be too unpredictable or make the individuals with them nervous, but should be varied enough to appear to show some kind of social awareness and inner consciousness, even though this is essentially an illusion.</p>
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		<span class="fl-heading-text">3c. Sound of voice</span>
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	<p>There are also different schools of thought regarding how a social robot should sound. Should it sound like a robot, or should its speech sound as natural as that of a real human?</p>
<p>Non-robotic interactive devices such as Amazon’s Echo have often seemingly compensated for the lack of humanoid or animal-like form and mechanical functionality of their devices by giving them a highly realistic human voice, and this is also a possibility for robots, but are people ready to hear robots sounding exactly like humans in their homes?</p>
<p>Softbank has given Pepper a very obviously robotic child-like voice, for instance, so when you hear it speak, there is no risk of mistaking its voice for that of a real live human. At the same time, Pepper’s range of vocal pitch and expression is fairly broad compared with the traditional monotone robotic voices ascribed to such robotic characters as the daleks in the British television series ‘Doctor Who?’ in the 20th century, or the robot in the celebrated computer game Exile for the BBC Micro (1988) that chases the player around and beyond the main cavern while firing bullets and repeatedly growling: “’Pare<a id="_ftnref1" title="" href="#_ftn1" name="_ftnref1"><sup>[1]</sup></a> to die!”</p>
<p>Perhaps it is indeed the necessity to move away from precisely these kinds of stereotypes of aggressive armed robots that makes it a more palatable move not to give today’s social robots monotonous voices.</p>
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		<span class="fl-heading-text">3d. Interactivity with Visual Environment</span>
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	<p>Social robots built to have the appearance of eyes should be programmed to show engagement in a way that attracts the attention of those around but without making them too uncomfortable.</p>
<p>Sophisticated social robots can be programmed to recognise movement and to distinguish faces from inanimate objects, to read facial expressions, and to follow individuals around. They probably also ought to be programmed to vary their gaze so that they do not stare constantly at one individual for long periods, a behaviour that would be considered impolite and discomforting in most circumstances of human company.</p>
<p>They can also be programmed to respond to sudden and shocking movements by assuming defensive postures or frightened facial expressions as represented by their coloured lights.</p>
<p>When a human draws very close to a robot in a non-aggressive fashion, it may be programmed to adapt is behaviour by focusing closer attention on that individual, and possibly even by moving its arms into a position of readiness to gently embrace or to have its hand held – provided that the design of robot is robust enough to withstand this and that safeguards have been built in against pinched or trapped human fingers.</p>
<p>It is also within the scope of robotic programming to recognise and mirror certain human behaviours such as dancing and the adoption of certain postures or gestures.</p>
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		<span class="fl-heading-text">3e. Interactivity with Sonic Environment</span>
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	<p>One of the primary modes by which social robots function is to seek to respond to cues that could be giving them permission to start a conversation – most especially, an individual greeting them. This can be managed by a combination of programming that recognises language and programming that infers from the orientation of the human speaker’s head and eyes that the robot is most likely to be the one being talked to at that time.</p>
<p>Social robots can also be programmed to recognise vocal expression and not just the content of language, as a means of trying to read the mood of their interlocutors; and they can be made to respond adaptively to such cues by varying their behaviour either to mirror or to respond in a fashion complementary to the manifest mood of the humans with them – whether this be cheerful and jolly, nervous and animated, sombre and morose, or calm and serious.</p>
<p>Sophisticated programming would combine the comprehension of language with non-verbal clues to mood in determining the most appropriate way to respond.</p>
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	<p><em><a href="#_ftnref1" name="_ftn1" title="" id="_ftn1">[1]</a> i.e. ‘prepare’, reduced to monosyllabic form, presumably as a statement of the single-minded stupidity of the device and not as a result of a simple failure to program the BBC’s 8-bit sound chip with the first syllable</em></p>
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</div><p>The post <a href="https://gwsr2.gwsclient.co.uk/blog/how-do-social-robots-interact/">How do Social Robots Interact With Humans?</a> appeared first on <a href="https://gwsr2.gwsclient.co.uk">GWS Robotics</a>.</p>
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		<title>Softbank Robotics Pepper Robot Exhibition Pepper World Paris</title>
		<link>https://gwsr2.gwsclient.co.uk/blog/softbank-robotics-pepper-robot-exhibition-pepper-world-paris/</link>
		
		<dc:creator><![CDATA[Philip Graves]]></dc:creator>
		<pubDate>Fri, 21 Apr 2017 13:29:00 +0000</pubDate>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[content]]></category>
		<category><![CDATA[digital]]></category>
		<category><![CDATA[exhibition]]></category>
		<category><![CDATA[pepper]]></category>
		<category><![CDATA[robotics]]></category>
		<category><![CDATA[robots]]></category>
		<category><![CDATA[Softbank]]></category>
		<category><![CDATA[technology]]></category>
		<guid isPermaLink="false">http://gwsr2.gwsclient.co.uk/?p=428</guid>

					<description><![CDATA[<p>The Pepper World Paris event was hosted by SoftBank Robotics at the Cité des Sciences et de l’Industrie, a large…</p>
<p>The post <a href="https://gwsr2.gwsclient.co.uk/blog/softbank-robotics-pepper-robot-exhibition-pepper-world-paris/">Softbank Robotics Pepper Robot Exhibition Pepper World Paris</a> appeared first on <a href="https://gwsr2.gwsclient.co.uk">GWS Robotics</a>.</p>
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		<span class="fl-heading-text">Pepper World Paris event took place on April 20-21, 2017</span>
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	<p class="rtecenter" style="text-align: center;"><em>Carling Knight and David Graves of GWS Robotics report on the exhibition.</em></p>
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	<p>The Pepper World Paris event was hosted by SoftBank Robotics at the <em>Cité des Sciences et de l'Industrie</em>, a large science museum located in the <em>Pont-de-Flandre</em> district within the 19<sup>th</sup> arondissement of Paris.</p>
<p>The museum is focused on exploring the recent advances in science and industry, and includes various showrooms. It is serviced by an extensive series of restaurants dotted alongside the showrooms.</p>
<p>The building itself is architecturally impressive, with a futuristic design, featuring large amounts of metal and glass intertwined with water fountains around the outside.</p>
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	<p>It is further surrounded by the <em>Parc de la Villette</em>, a sea of green amid the grey architecture of the city. The effect is an impression that leaves you thinking of the integration of technology with a healthy environment, two aspirations that might be seen as difficult to reconcile.</p>
<p>This was a very appropriate setting in which to host a conference dedicated to the future of a robot whose aim is to give people friendly assistance with the business of their day.</p>
<p>The event itself was hosted in <em>Le Loft</em>, a showroom within the museum that, with the sheer scale of the building as a whole, felt like an underground venue. This sense applies to the rest of the building too: rooms felt like bunkers thanks to the scale.</p>
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	<p>Within <em>Le Loft</em>, SoftBank had positioned 36 partner booths with Pepper robots ready to go. We arrived earlier than most of the visitors, so when we walked through the crowd of Peppers, they turned their heads to look up to us as we passed by.</p>
<p>SoftBank Robotics Partners are companies that have agreed to a close business relationship with SoftBank. To qualify for Partner status, companies must support SoftBank’s business development goals and communicate the same brand messages. A Partner shares publicity for SoftBank promoting the adoption of robots in business and leisure environments.</p>
<p>Most of the Softbank Partners at the event were present on the first day. 36 of them had booths demonstrating the work that they had been doing on Pepper, while the others were present to discuss their work.</p>
<p>SoftBank kicked the event off with a choreographed dance featuring six Peppers. They performed a complicated dance routine to some suitably robotic music. You can see five of the six ’dancers’ below taking a quick breather while the speaker began his talk.</p>
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	<p>Carrefour, Renault and AXA Bank then gave presentations describing what they had learned in their experiences with deployment of Pepper robots in their own business premises. Carrefour described how they had initially launched Pepper robots running six applications in their stores; then after assessing the popularity and usage levels of each, they pared this down to the three that are most popular, which remain in active use. These are a simple chat with Pepper, some simple games, and a wine advisor. Carrefour found that while the wine advisor had the fewest interactions of the three applications it decided to retain, it had the longest interaction time, whereas the quick chat was interacted with at a higher frequency but the period of interaction was shorter.</p>
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	<p>Renault described how they had successfully deployed 113 Pepper robots across their showrooms, demonstrating similar apps to those of Carrefour. For the most part, they reported that Pepper was serving as a catalogue or as an interesting way to engage children while their parents visited showrooms. AXA Bank reported very similar findings to those of Renault.</p>
<p>One of the Partners demonstrated an incredible combination of hand-tracking and virtual reality by allowing you to see through Pepper’s eyes and move his arms by moving yours! The demonstration was impressive, showing the potential for future robots to enter areas that would be hazardous for humans while being completely and intuitively controllable by a human being.</p>
<p>ZoraBots demonstrated a time-saving payments system they had developed that would allow Pepper to walk up to people in a queue and take their order, and then take payment for it before they even reached the counter.</p>
<p>SoftBank now have more than 70 Partners, with most of those coming on board in 2016. They have become increasingly partner-facing in their strategic business orientation: by supporting their partners, they can increase the value and popularity of Pepper.</p>
<p>As the first day drew to a close, Pepper World Paris was over as a public event. The second day was an exclusive conference between SoftBank and the Partners. Throughout this day, SoftBank covered their future plans in terms of business, software and hardware. There is a number of exciting developments in the works.</p>
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</div><p>The post <a href="https://gwsr2.gwsclient.co.uk/blog/softbank-robotics-pepper-robot-exhibition-pepper-world-paris/">Softbank Robotics Pepper Robot Exhibition Pepper World Paris</a> appeared first on <a href="https://gwsr2.gwsclient.co.uk">GWS Robotics</a>.</p>
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		<title>Should we tax robots? Response to Robert Shiller article in The Guardian</title>
		<link>https://gwsr2.gwsclient.co.uk/blog/should-we-tax-robots-response-robert-shiller-article-guardian/</link>
		
		<dc:creator><![CDATA[Philip Graves]]></dc:creator>
		<pubDate>Fri, 31 Mar 2017 13:55:00 +0000</pubDate>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[business]]></category>
		<category><![CDATA[digital]]></category>
		<category><![CDATA[economics]]></category>
		<category><![CDATA[ethics]]></category>
		<category><![CDATA[robotics]]></category>
		<category><![CDATA[robots]]></category>
		<category><![CDATA[tax]]></category>
		<category><![CDATA[technology]]></category>
		<guid isPermaLink="false">http://gwsr2.gwsclient.co.uk/?p=440</guid>

					<description><![CDATA[<p>In The Guardian, Wednesday 22nd March, 2017, U.S. economist Robert Shiller argues for the taxation of robots…</p>
<p>The post <a href="https://gwsr2.gwsclient.co.uk/blog/should-we-tax-robots-response-robert-shiller-article-guardian/">Should we tax robots? Response to Robert Shiller article in The Guardian</a> appeared first on <a href="https://gwsr2.gwsclient.co.uk">GWS Robotics</a>.</p>
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		<span class="fl-heading-text">Response to Robert Shiller's call for the taxation of robots</span>
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	<p class="rtecenter" style="text-align: center;"><span style="font-size: 18px;"><em>Written by Philip Graves, GWS Robotics, March 31st, 2017</em></span></p>
<p class="rtecenter" style="text-align: center;"><em>This article has been selectively edited by David Graves, Creative Director of GWS Robotics</em></p>
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	<p>In The Guardian, Wednesday 22<sup>nd</sup> March, 2017, <a href="https://www.theguardian.com/business/2017/mar/22/robots-tax-bill-gates-income-inequality" target="_blank" rel="noopener"><strong>U.S. economist Robert Shiller</strong></a> argues for the taxation of robots on the grounds that they are a ‘labor-displacing innovation’ that will lead to job losses.</p>
<p>Acknowledging that ‘retraining programs for displaced workers’ may be essential public policy, Shiller sensibly goes on to invoke the human and community importance of maintaining paid work.</p>
<p>However, we tend to disagree with the proposition that the use of robots should be taxed in order to restrict job losses in particular market sectors.</p>
<p>In the fluid, internationally competitive globalised 21<sup>st</sup> century economy, structural changes to the job market are driven by market forces, and attempting to intervene with those market forces to artificially stop job losses in a particular sector, while it may provide short-term personal income security and vocational continuity for the workers at risk of redundancy, is unfortunately a recipe for longer-term economic damage to the national economy that takes such measures.</p>
<p>Among the market forces at work in today’s globalised economy is the internationally competitive drive to produce products and services as efficiently as possible. The more efficient producers of the same products and services will tend to succeed in the international marketplace, while the less efficient ones will fail because of their need to charge higher prices to meet the higher costs of production, or if they cannot be profitable at the lower prices set by the competition.</p>
<p>For over 500 years, advances in automation, from printing presses replacing the laborious hand-written reproduction of manuscripts, through automated telephone exchanges replacing the previous manually operated switchboards, to continuously editable computerised databases replacing hand-typed documents, have continually driven up the efficiency of production in business.</p>
<p>The economic effects of increased efficiency of production are mostly positive ones. These include lower consumer prices for each product or service as a proportion of average income, thereby bringing more services and products within the reach of each individual. They also include reduced working hours to create the same output; and, where manual labour is concerned, a trend towards less harsh physical labour.</p>
<p>Robotisation is a relatively recent chapter in this long-standing trend of using machinery and technology to drive up the efficiencies of production and lower the costs of goods and services. But it is nonetheless comparable, and we think it will be similar in its economic effects to previous advances in automation.</p>
<p>Where automation leads to a reduced need for workers in a particular market sector, the money saved by industry on salaries will be retained in and ultimately cycled back within the economy as expenditure on other products or services. In economics parlance, this is called the conservation of a constant total value of economic resources per head of population, such as average spending power and available worker hours.</p>
<p>More money will be retained by consumers of the products and services whose production has been automated, as a result of reduced purchase costs for those products and services, leaving those consumers more money to spend on other products and services; or it will be retained by the owners or shareholders of the businesses producing them and recycled partly through greater government tax receipts from personal incomes and business profits, and partly through greater expenditure and investment by the beneficiaries of higher incomes and profits. Where the saved money ends up being redistributed within the economy, there is the potential for new jobs to be created, replacing those that have been lost.</p>
<p>Shiller also quotes Edmund S Phelps in according great personal importance to the ‘calling’ of the individual. Yet the notion that everyone should be able to choose where and how to work in response to personal vocation is economically unrealistic because the supply of willing labour for certain types of employment exceeds the demand for labour in these fields. In the fields of entertainment and creative arts, where the number of willing producers and performers of music, performing arts, fine art and literature exceeds the market capacity, many aspiring  musicians, writers, artists and other performers cannot make a living from their calling. Those market forces are essentially similar to the market forces at work when jobs are lost in particular sectors and job opportunities created in others. In the free-market economy, the onus is on labour to adapt to the opportunities available, and not on industry to adapt to the desires of labour for jobs in particular areas whether or not there is money available to make those jobs viable. Demand dictates where labour opportunities are available.</p>
<p>Shiller’s desire to reduce income inequality is laudable. But selectively taxing robots, which are to a greater or lesser degree a part of the means of production in certain industrial sectors only, is not an equitable means to this end, and we doubt it would be an economically effective one.</p>
<p>It is not equitable because automation that increases the efficiency of production and reduces the need for labour to achieve a given level of production does not consist exclusively or even mainly in the use of robots. In fact, automation exists in degrees on a continuous spectrum from hand-operated weaving machines serving as aids to the efficiency of clothing producers, through to fully automated production line assemblies, with computerised data flows and telecommunications also serving to automate communications that would previously have required a great deal more labour. It would be impossible to meaningfully and reliably quantify the amount of labour saved by automation of all kinds; and selectively taxing only certain types of automation responding to narrowly defined parameters would be arbitrary and lead to economic injustice, with limits being set to the forms of automation that are being taxed based on emotion.</p>
<p>It is unlikely to be economically effective because it is very hard to conceive of the implementation of a global international consensus on the taxation of robots. Unlike environmental policy, for which there is a well-established framework of international co-operation and agreement, tax policy remains a matter for national or regional supranational governments. If robots are taxed only in the UK, or only in the EU, or only in the USA, for example, but not in South East Asia, the businesses operating in the territories that have taxed their use will be put at a disadvantage in the international marketplace, their prices undercut by those operating in countries that do not tax the use of robots. As a consequence, jobs in the industrial sectors where robots are in use will in any case be lost in the countries where robots have been taxed. Taxing the means of production could spell disaster for international competitiveness.</p>
<p>Another reason why it is unlikely to be economically effective in the countries where it is implemented is that it will be slowing down the economic development of those countries by artificially propping up the labour market in certain industrial sectors or companies that are no longer viable, at the expense of job creation in other areas, and at the expense of overall economic growth and prosperity.</p>
<p>There are tried and tested means to address economic inequality that do not involve the introduction of economic distortions and inequities such as those that would result from a selective tax on robots or other means of production. For example, the use of properly calibrated progressive personal income tax rates with a tax-free personal allowance; a zero-tolerance policy towards corporate tax evasion and offshore tax havens; fair national living wage regulations; and a social security net to protect those excluded from adequately remunerative employment by market forces. It is ultimately up to each country to decide where the right economic balance lies in all those areas and to legislate accordingly.</p>
<p>This decision-making process belongs to the domain of politics. But whatever decisions are taken should be applied fairly and impartially across the board. Singling out certain arbitrarily delimited means of production such as forms of automation meeting a particular definition of ‘robots’ for special penalties would be retrogressive, not progressive, from the standpoint of the desire to build a fairer society.</p>
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</div><p>The post <a href="https://gwsr2.gwsclient.co.uk/blog/should-we-tax-robots-response-robert-shiller-article-guardian/">Should we tax robots? Response to Robert Shiller article in The Guardian</a> appeared first on <a href="https://gwsr2.gwsclient.co.uk">GWS Robotics</a>.</p>
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