SlideShare a Scribd company logo
1 of 37
Download to read offline
Introduction to the Law of Robots andIntroduction to the Law of Robots andIntroduction to the Law of Robots andIntroduction to the Law of Robots and ArtificialArtificialArtificialArtificial IntelligencesIntelligencesIntelligencesIntelligences
Prof. Nicolas Petit ©Prof. Nicolas Petit ©Prof. Nicolas Petit ©Prof. Nicolas Petit ©
UniversityUniversityUniversityUniversity ofofofof LiegeLiegeLiegeLiege, 2015, 2015, 2015, 2015----2016201620162016
Context
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Google’s Self-Driving-System “SDS”
“Google seeks to produce a vehicle that contains L4 automated driving
capabilities, and removes conventional driver controls and interfaces (like a
steering wheel, throttle pedal, and brake pedal, among many other things)”.
“Expresses concern that providing human occupants of the vehicle with
mechanisms to control things like steering, acceleration, braking, or turn
signals, or providing human occupants with information about vehicle
operation controlled entirely by the SDS, could be detrimental to safety because
the human occupants could attempt to override the SDS’s decisions”
“Google’s design choices in its proposed approach to the SDV raise a number of
novel issues in applying the FMVSSs. Those standards were drafted at a time
when it was reasonable to assume that all motor vehicles would have a steering
wheel, accelerator pedal, and brake pedal, almost always located at the front left
seating position, and that all vehicles would be operated by a human
driver. Accordingly, many of the FMVSSs require that a vehicle device or basic
feature be located at or near the driver or the driver’s seating position. For
vehicles with an AI driver that also preclude any occupant from assuming the
driving task, these assumptions about a human driver and vehicle controls do
not hold”.
“Google has asked who or what is to be considered the driver and which seating
position is considered to be the driver’s seating position in its SDV.”
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
NHTSA letter, 4 February 2016
National Highway Traffic Safety Administration (NHTSA) is US Highway
Safety Agency in charge of enforcing the Federal Motor Vehicle Safety
Standards (FMVSSs)
Provides certification for new vehicles by automotive producers
Number of FMVSSs requirements
All buit around the notion of “driver”, and “driver’s position” or “driver’s
seating position”
“MVSS No. 101 contains requirements for location, identification, color,
and illumination of motor vehicle controls, telltales, and
indicators. S5.1.1 requires the controls listed in Tables 1 and 2 of the
standard to be located so that they are operable by the [belted] driver”.
“S5.3.1, which states that service brakes shall be activated by means of a
foot control”
49 CFR 571.3 defines “driver” as the occupant of a motor vehicle seated
immediately behind the steering control system.
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
A Car has a Driver, a Driver need not be
human
OptionsOptionsOptionsOptions
1) “NHTSA could interpret
the term “driver” as
meaningless for purposes
of Google’s SDV, since there is
no human driver, and consider
FMVSS provisions that refer to
a driver as simply inapplicable
to Google’s vehicle design”;
2) “NHTSA could interpret
“driver” and “operator” as
referring to the SDS”
NHTSANHTSANHTSANHTSA
As a foundational starting point
for the interpretations below,
NHTSA will interpret driver in the
context of Google’s described
motor vehicle design as referring
to the SDS, and not to any of the
vehicle occupants.
If no human occupant of the
vehicle can actually drive the
vehicle, it is more reasonable to
identify the driver as whatever
(as opposed to whoever) is doing
the driving. In this instance, an
item of motor vehicle equipment,
the SDS, is actually driving the
vehicle.
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Consequences
“The controls listed in Tables 1 and 2 may simply be
operable by the SDS and need not be located so that
they are available to any of the human occupants of
the motor vehicle”.
For more, see
http://isearch.nhtsa.gov/files/Google%20--
%20compiled%20response%20to%2012%20Nov%20%201
5%20interp%20request%20--
%204%20Feb%2016%20final.htm
http://spectrum.ieee.org/cars-that-
think/transportation/self-driving/an-ai-can-legally-be-
defined-as-a-cars-driver
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
TopicTopicTopicTopic DateDateDateDate
State of the Art: Technology 17 February 2016
Prospects for Society, and the Substitution Effect 24 February 2016
Should we regulate? 2 March 2016
How to regulate (1)? 16 March 2016
How to regulate (2)? 20 April 2016
How to regulate (3)? 27 April 2016
How to regulate (4)? 4 May 2016
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Purpose of the course
TwoTwoTwoTwo questionsquestionsquestionsquestions
ShouldShouldShouldShould wewewewe regulateregulateregulateregulate AIsAIsAIsAIs andandandand
robots?robots?robots?robots?
IfIfIfIf yesyesyesyes, how, how, how, how shouldshouldshouldshould wewewewe regulateregulateregulateregulate
AIsAIsAIsAIs and robots?and robots?and robots?and robots?
MethodMethodMethodMethod
ProvideProvideProvideProvide aaaa frameworkframeworkframeworkframework totototo addressaddressaddressaddress
thosethosethosethose issuesissuesissuesissues
MethodologyMethodologyMethodologyMethodology: Jan: Jan: Jan: Jan SmitsSmitsSmitsSmits, Law and, Law and, Law and, Law and
InterdisciplinaryInterdisciplinaryInterdisciplinaryInterdisciplinary StudiesStudiesStudiesStudies, 2014:, 2014:, 2014:, 2014:
«««« whatwhatwhatwhat thethethethe lawlawlawlaw oughtoughtoughtought totototo bebebebe ».».».».
TransdisciplinaryTransdisciplinaryTransdisciplinaryTransdisciplinary
Criminal law
Liability law
Product safety law
Intellectual property
Human rights
European law
…
Part I – State of the Art: Technology
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
2015, the year of the robot (Wired UK)
SeeSeeSeeSee http://www.wired.co.uk/magazine/archive/2015/06/wiredhttp://www.wired.co.uk/magazine/archive/2015/06/wiredhttp://www.wired.co.uk/magazine/archive/2015/06/wiredhttp://www.wired.co.uk/magazine/archive/2015/06/wired----worldworldworldworld----2015/the2015/the2015/the2015/the----
yearyearyearyear----ofofofof----thethethethe----robotrobotrobotrobot
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Examples
RoboticRoboticRoboticRobotic carscarscarscars
DronesDronesDronesDrones
HiveHiveHiveHive andandandand swarmswarmswarmswarm robotsrobotsrobotsrobots
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
An old field, AI and robotics
1950s: «1950s: «1950s: «1950s: « Game AIGame AIGame AIGame AI », Arthur», Arthur», Arthur», Arthur Samuel’sSamuel’sSamuel’sSamuel’s checkercheckercheckerchecker----playingplayingplayingplaying programprogramprogramprogram
1954: Turing test1954: Turing test1954: Turing test1954: Turing test
1955:1955:1955:1955: NewellNewellNewellNewell and Simon,and Simon,and Simon,and Simon, «««« LogicLogicLogicLogic TheoristTheoristTheoristTheorist »,»,»,», provesprovesprovesproves 38 out of 5238 out of 5238 out of 5238 out of 52
mathematicalmathematicalmathematicalmathematical problemsproblemsproblemsproblems
Dartmouth Summer Research Project of 1956Dartmouth Summer Research Project of 1956Dartmouth Summer Research Project of 1956Dartmouth Summer Research Project of 1956
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Core ideas
AnyAnyAnyAny physicalphysicalphysicalphysical processprocessprocessprocess includingincludingincludingincluding thethethethe mindmindmindmind processprocessprocessprocess cancancancan bebebebe
modelizedmodelizedmodelizedmodelized as a computableas a computableas a computableas a computable algorithmalgorithmalgorithmalgorithm (Church Turing(Church Turing(Church Turing(Church Turing
thesisthesisthesisthesis))))
A softwareA softwareA softwareA software isisisis a set of computablea set of computablea set of computablea set of computable algorithmsalgorithmsalgorithmsalgorithms. No. No. No. No
reasonreasonreasonreason whywhywhywhy itititit couldcouldcouldcould notnotnotnot reachreachreachreach outcomesoutcomesoutcomesoutcomes similarsimilarsimilarsimilar totototo
thosethosethosethose generatedgeneratedgeneratedgenerated by theby theby theby the mindmindmindmind (artefact)(artefact)(artefact)(artefact)
Machines can learn: “Machines can learn: “Machines can learn: “Machines can learn: “LearningLearningLearningLearning is any process by whichis any process by whichis any process by whichis any process by which
a system improves performance from experiencea system improves performance from experiencea system improves performance from experiencea system improves performance from experience”,”,”,”,
Herbert SimonHerbert SimonHerbert SimonHerbert Simon
UltimateUltimateUltimateUltimate ambitionambitionambitionambition isisisis to have computers doto have computers doto have computers doto have computers do whatwhatwhatwhat
humanshumanshumanshumans dodododo wellwellwellwell ((((theytheytheythey alreadyalreadyalreadyalready know how to doknow how to doknow how to doknow how to do thingsthingsthingsthings
humanshumanshumanshumans cannotcannotcannotcannot do):do):do):do): heuristicheuristicheuristicheuristic,,,, seeingseeingseeingseeing,,,, learninglearninglearninglearning
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Milestones
In 1997, DeepBlue beats Gary
Kasparov on chess
In 2005, Stanford robot wins
DARPA Grand Challenge by driving
autonomously for 131 miles along
unrehearsed desert trail
In February 2011, in a Jeopardy!
quiz show exhibition match, IBM's
question answering system,
Watson, defeats the two greatest
Jeopardy! champions, Brad Rutter
and Ken Jennings
In January 2016, Researchers from
Google DeepMind have developed
the first computer able to defeat a
human champion at the board
game Go
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
2020s, Personal computers will2020s, Personal computers will2020s, Personal computers will2020s, Personal computers will
have the same processing powerhave the same processing powerhave the same processing powerhave the same processing power
as human brains.as human brains.as human brains.as human brains.
2030s, Mind uploading becomes2030s, Mind uploading becomes2030s, Mind uploading becomes2030s, Mind uploading becomes
possible.possible.possible.possible.
2040s, Human body 3.0 (as2040s, Human body 3.0 (as2040s, Human body 3.0 (as2040s, Human body 3.0 (as
Kurzweil calls it) comes intoKurzweil calls it) comes intoKurzweil calls it) comes intoKurzweil calls it) comes into
existence; People spend most ofexistence; People spend most ofexistence; People spend most ofexistence; People spend most of
their time in fulltheir time in fulltheir time in fulltheir time in full----immersionimmersionimmersionimmersion
virtual realityvirtual realityvirtual realityvirtual reality
2045s, The Singularity occurs as2045s, The Singularity occurs as2045s, The Singularity occurs as2045s, The Singularity occurs as
artificial intelligences surpassartificial intelligences surpassartificial intelligences surpassartificial intelligences surpass
human beings as the smartest andhuman beings as the smartest andhuman beings as the smartest andhuman beings as the smartest and
most capable life forms on themost capable life forms on themost capable life forms on themost capable life forms on the
Earth; The extermination ofEarth; The extermination ofEarth; The extermination ofEarth; The extermination of
humanity by violent machines ishumanity by violent machines ishumanity by violent machines ishumanity by violent machines is
unlikelyunlikelyunlikelyunlikely
Kurzweil, « The Singularity is Near », 2005
Law of accelerating returns:Law of accelerating returns:Law of accelerating returns:Law of accelerating returns:
technology progressing towardtechnology progressing towardtechnology progressing towardtechnology progressing toward
Singularity atSingularity atSingularity atSingularity at exponentialexponentialexponentialexponential raterateraterate
((((eacheacheacheach transitiontransitiontransitiontransition occursoccursoccursoccurs moremoremoremore
rapidlyrapidlyrapidlyrapidly thanthanthanthan the last)the last)the last)the last)
Functionality of the brain isFunctionality of the brain isFunctionality of the brain isFunctionality of the brain is
quantifiable in terms ofquantifiable in terms ofquantifiable in terms ofquantifiable in terms of
technologytechnologytechnologytechnology
Baby boomers will live longBaby boomers will live longBaby boomers will live longBaby boomers will live long
enough to see singularity.enough to see singularity.enough to see singularity.enough to see singularity.
NanobotsNanobotsNanobotsNanobots will eventually be ablewill eventually be ablewill eventually be ablewill eventually be able
to repair and replace any part ofto repair and replace any part ofto repair and replace any part ofto repair and replace any part of
the body that wears out,the body that wears out,the body that wears out,the body that wears out,
Strong Artificial Intelligences andStrong Artificial Intelligences andStrong Artificial Intelligences andStrong Artificial Intelligences and
cyberneticallycyberneticallycyberneticallycybernetically augmented humansaugmented humansaugmented humansaugmented humans
will become the dominant formswill become the dominant formswill become the dominant formswill become the dominant forms
of sentient life on the Earthof sentient life on the Earthof sentient life on the Earthof sentient life on the Earth
Source: summary available on Wikipedia
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Why now?
Moravec paradox solved?Moravec paradox solved?Moravec paradox solved?Moravec paradox solved?
HighHighHighHigh levellevellevellevel reasoningreasoningreasoningreasoning ((((playingplayingplayingplaying
chesschesschesschess,,,, usingusingusingusing mathematicsmathematicsmathematicsmathematics, etc.), etc.), etc.), etc.)
easiereasiereasiereasier thanthanthanthan lowlowlowlow----levellevellevellevel
sensorimotorsensorimotorsensorimotorsensorimotor skills (movingskills (movingskills (movingskills (moving
across space, recognizingacross space, recognizingacross space, recognizingacross space, recognizing
speech, etc.)speech, etc.)speech, etc.)speech, etc.)
This is because high levelThis is because high levelThis is because high levelThis is because high level
reasoning demands lessreasoning demands lessreasoning demands lessreasoning demands less
computational powercomputational powercomputational powercomputational power
SeeSeeSeeSee MoravecMoravecMoravecMoravec, H. (1998). When, H. (1998). When, H. (1998). When, H. (1998). When
will computer hardware matchwill computer hardware matchwill computer hardware matchwill computer hardware match
the human brain. Journal ofthe human brain. Journal ofthe human brain. Journal ofthe human brain. Journal of
Evolution and Technology, 1.Evolution and Technology, 1.Evolution and Technology, 1.Evolution and Technology, 1.
Technological evolutionTechnological evolutionTechnological evolutionTechnological evolution
Brute force computationalBrute force computationalBrute force computationalBrute force computational
power now available (due topower now available (due topower now available (due topower now available (due to
Moore’s law)Moore’s law)Moore’s law)Moore’s law)
Trillions of data now available,Trillions of data now available,Trillions of data now available,Trillions of data now available,
and networkedand networkedand networkedand networked
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Philosophical debate
TuringTuringTuringTuring
DialogueDialogueDialogueDialogue withwithwithwith aaaa humanhumanhumanhuman and aand aand aand a
machinemachinemachinemachine throughthroughthroughthrough teletypeteletypeteletypeteletype
If a machine could carry on a
conversation (over a
teleprinter) that was
indistinguishable from a
conversation with a human
being, then it was reasonable to
say that the machine was
"thinking”
Machine's ability to exhibit
intelligent behavior equivalent
to, or indistinguishable from,
that of a human
A. M. Turing (1950) ComputingA. M. Turing (1950) ComputingA. M. Turing (1950) ComputingA. M. Turing (1950) Computing
Machinery and Intelligence.Machinery and Intelligence.Machinery and Intelligence.Machinery and Intelligence. MindMindMindMind
49:49:49:49: 433433433433----460460460460
SearleSearleSearleSearle
«««« ChineseChineseChineseChinese roomroomroomroom » argument» argument» argument» argument
You do not speak Chinese
You’re in room with two slits, a
book, and some scratch paper
Someone slides Chinese characters
through first slit
You follow the instructions in the
book, correlate characters as
instructed by book, and slide the
resulting sheet in the second slit.
It appears you speak Chinese, yet
you do not understand a word of
Chinese
No need to understand Chinese to
translate it. Fact that computer is
able to do is to execute certain
processes does not create strong AI
Weak AI that simulates thought
httphttphttphttp://www.iep.utm.edu/chineser/://www.iep.utm.edu/chineser/://www.iep.utm.edu/chineser/://www.iep.utm.edu/chineser/
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Debate amongst scientists
IsIsIsIs thisthisthisthis aaaa computationalcomputationalcomputationalcomputational problemproblemproblemproblem onlyonlyonlyonly ((((KurzweilKurzweilKurzweilKurzweil)?)?)?)?
OrOrOrOr isisisis theretheretherethere anananan algorithmalgorithmalgorithmalgorithm thatthatthatthat wewewewe do not know?do not know?do not know?do not know?
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Various subfields of AI, and examples
DeepDeepDeepDeep learninglearninglearninglearning (or machine(or machine(or machine(or machine learninglearninglearninglearning))))
Algorithms that enable robots to learn tasks through trial and error using a
process that more closely approximates the way humans learn: spam filtering
Neural networksNeural networksNeural networksNeural networks
Emulate the ability of living organisms to integrate perceptual inputs
smoothly with motor responses
Speech recognitionSpeech recognitionSpeech recognitionSpeech recognition
Uses sound metrics along with domain and context specific language to
respond to voice commands
NaturalNaturalNaturalNatural languagelanguagelanguagelanguage processingprocessingprocessingprocessing
Robots interacting and responding through interpretations of natural
language instructions
ArtificialArtificialArtificialArtificial visionvisionvisionvision
Object recognition, which allow robots to interact and measure their
environment . Can include different features: visual object recognition and
tracking, image stabilization, visual-based serving, human-to-machine
interaction etc. => recognize x-rays, MRI scans, battlefield robots recognize
kids, automated cars,
KnowledgeKnowledgeKnowledgeKnowledge representationrepresentationrepresentationrepresentation
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Challenges (1)
SupervisedSupervisedSupervisedSupervised learninglearninglearninglearning vvvv unsupervisedunsupervisedunsupervisedunsupervised learninglearninglearninglearning
Human feeds neural network with inputs (image) and output/label (face,
dog, lamp, etc.), and the AI comes up with a statistical rule that correlates
inputs with the correct outputs => no causal explanation + error or
reward signal
AI does identify patterns
Pornography example: Justice Potter Stewart, SCOTUS: « I know it when I
see it »
But all this is supervised learning, and is finite resource
NaturalNaturalNaturalNatural languagelanguagelanguagelanguage
« Recognize speech » v « Wreck on the beach »
Questions on Siri, Wolfram alpha, etc. generate different responses if
different syntax is used
Disambiguation: « I ate spaghetti with meatballs » v « I ate spaghetty with
chopsticks » (see R. Mooney podcast)
ArtificialArtificialArtificialArtificial vision and thevision and thevision and thevision and the toweltoweltoweltowel problemproblemproblemproblem::::
https://www.youtube.com/watch?v=gy5g33S0Gzohttps://www.youtube.com/watch?v=gy5g33S0Gzohttps://www.youtube.com/watch?v=gy5g33S0Gzohttps://www.youtube.com/watch?v=gy5g33S0Gzo
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Challenges (2)
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Watson
https://https://https://https://www.youtube.com/watch?v=pwh1INne97Qwww.youtube.com/watch?v=pwh1INne97Qwww.youtube.com/watch?v=pwh1INne97Qwww.youtube.com/watch?v=pwh1INne97Q
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Possible advances
Internet giants have a stockpile of information (input)Internet giants have a stockpile of information (input)Internet giants have a stockpile of information (input)Internet giants have a stockpile of information (input)
that is prethat is prethat is prethat is pre----labelled by users (face)labelled by users (face)labelled by users (face)labelled by users (face)
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Robotics
A robotA robotA robotA robot isisisis an «an «an «an « agencifiedagencifiedagencifiedagencified » AI» AI» AI» AI
MechanicalMechanicalMechanicalMechanical engineering issues are not relevant,engineering issues are not relevant,engineering issues are not relevant,engineering issues are not relevant,
thoughthoughthoughthough theytheytheythey constituteconstituteconstituteconstitute significantsignificantsignificantsignificant limitslimitslimitslimits
Power
Material science
Motor research
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Survey of most relevant applications,
RoboLaw, 2014
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Related technologies
HumanHumanHumanHuman enhancementenhancementenhancementenhancement (and(and(and(and transhumantranshumantranshumantranshuman sciences)sciences)sciences)sciences)
Bionics (see J. Fischman, National Geographic, 2010) and prosthetics
Exosqueletons
Mind uploading
Care robots, social robots, etc.Care robots, social robots, etc.Care robots, social robots, etc.Care robots, social robots, etc.
AugmentedAugmentedAugmentedAugmented realityrealityrealityreality
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Definitional problem
1921, Karel Capek, R.U.R.
Rossum’s Universal Robots:
Capek’s play makes first use of
the word “robot” to describe
an artificial person
Capek invented the term,
basing it on the Czech word
for “forced labor” or
“servitude”:
http://www.wired.com/2011
/01/0125robot-cometh-
capek-rur-debut/
2014, Robolaw
“In fact, the term “robot” can
mean different things to
different people, since there is
no agreement on its meaning
neither among professional
users (i.e. roboticists) nor
among laypeople”
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Definitions
““““Actuated mechanism programmable in two orActuated mechanism programmable in two orActuated mechanism programmable in two orActuated mechanism programmable in two or
moremoremoremore axesaxesaxesaxes (4.3)(4.3)(4.3)(4.3) with a degree ofwith a degree ofwith a degree ofwith a degree of autonomyautonomyautonomyautonomy (2.2), moving within(2.2), moving within(2.2), moving within(2.2), moving within
its environment, to perform intended tasksits environment, to perform intended tasksits environment, to perform intended tasksits environment, to perform intended tasks”,”,”,”, ISOISOISOISO 8373:2012(en)8373:2012(en)8373:2012(en)8373:2012(en)
““““A robotA robotA robotA robot isisisis aaaa constructedconstructedconstructedconstructed systemsystemsystemsystem thatthatthatthat displaysdisplaysdisplaysdisplays bothbothbothboth physicialphysicialphysicialphysicial andandandand
mentalmentalmentalmental agencyagencyagencyagency, but, but, but, but isisisis not alive in thenot alive in thenot alive in thenot alive in the biologicalbiologicalbiologicalbiological sensesensesensesense ”,,,, Neil M.Neil M.Neil M.Neil M.
Richards and William D. Smart, 2016Richards and William D. Smart, 2016Richards and William D. Smart, 2016Richards and William D. Smart, 2016
““““Robots are mechanical objects that take the world in, processRobots are mechanical objects that take the world in, processRobots are mechanical objects that take the world in, processRobots are mechanical objects that take the world in, process
what they sense, and in turn act upon the worldwhat they sense, and in turn act upon the worldwhat they sense, and in turn act upon the worldwhat they sense, and in turn act upon the world”, Ryan”, Ryan”, Ryan”, Ryan CaloCaloCaloCalo,,,,
2015.2015.2015.2015.
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
ISO 8373:2012(en)
“Moving“Moving“Moving“Moving within itswithin itswithin itswithin its environment”?environment”?environment”?environment”?
Softbots do not move?
Need “Hard”-bot seated behind a computer?
Human being who makes online transactions does not move, yet may
create harm
“to“to“to“to perform intended tasksperform intended tasksperform intended tasksperform intended tasks””””
A robot has sufficient autonomy to refuse to engage into intended
harmful activity
Drone will not launch bomb on hospital
Google car will not crash in school
Industrial bot refuses to operate if safety risk
Localizing intention: initial intention or subsequent command?
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
« Constructed system that displays both physical
and mental agency », Richards and Smart
But RobotsBut RobotsBut RobotsBut Robots createdcreatedcreatedcreated bybybyby
robots? Arerobots? Arerobots? Arerobots? Are theytheytheythey
constructedconstructedconstructedconstructed????
HowHowHowHow muchmuchmuchmuch mentalmentalmentalmental agencyagencyagencyagency????
Drones
Robots w/oRobots w/oRobots w/oRobots w/o physicalphysicalphysicalphysical agencyagencyagencyagency::::
softbotssoftbotssoftbotssoftbots ((((HartzogHartzogHartzogHartzog, 2015), 2015), 2015), 2015)
News generating bot
Robot advertisers
Computer composers:
http://www.gizmag.com/creat
ive-artificial-intelligence-
computer-algorithmic-
music/35764/
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Sense – think – act, a spectrum?
Sense (acquire and
process information)
Think (decision
making)
Act (locomotion and
kinematics)
Low Industrial robots that
paint or weld car
parts
Exosqueleton,
DaVinci Robot
(teleoperated)
Augmented reality
devices (Hololens),
Medical diagnosis
robot
Medium Mars Rover, Drones
High Vacuum cleaner DriverlessCar, Social
Robots
Hoops Robotic
basketball-shooting
arm
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Robolaw typology
NoNoNoNo definitiondefinitiondefinitiondefinition, but 5, but 5, but 5, but 5 categoriescategoriescategoriescategories of relevant items:of relevant items:of relevant items:of relevant items:
Use or task: service or industrial
Environment: physical (road, air, sea, etc.) v cyberspace
Nature: embodied or disembodied (bionic systems)
Human-Robot Interaction (HRI)
Autonomy
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Calo, 2015
EmbodiementEmbodiementEmbodiementEmbodiement
Robot as « machine » or « hardware »
Softbots (eg, robot traders)?
Mooney thinks this is irrelevant; true from scientists perspective, but not
necessary true form society perspective
EmergenceEmergenceEmergenceEmergence
New forms of conduct, including welfare enhancing behaviour =>
problem solving robots
«««« Social valenceSocial valenceSocial valenceSocial valence »»»»
Robots stimulate reactions from society: « social actors »
Soldiers jeopardize themselves to preserve robots in military field
People write love letters to Philae
Often correlated to anthropomorphic embodiement (Honda Asimo)
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Why is all this relevant to LAW?
Google’sGoogle’sGoogle’sGoogle’s carcarcarcar runsrunsrunsruns intointointointo aaaa kid or ankid or ankid or ankid or an oldoldoldold womanwomanwomanwoman? A? A? A? A kidkidkidkid withwithwithwith 5% high5% high5% high5% high injuryinjuryinjuryinjury riskriskriskrisk v av av av a
treetreetreetree withwithwithwith 99% high99% high99% high99% high injuryinjuryinjuryinjury riskriskriskrisk for 4for 4for 4for 4 passengerspassengerspassengerspassengers? A dog v? A dog v? A dog v? A dog v anotheranotheranotheranother car?car?car?car?
A robotA robotA robotA robot programmedprogrammedprogrammedprogrammed not tonot tonot tonot to harmharmharmharm itsitsitsits ownerownerownerowner runsrunsrunsruns awayawayawayaway fromfromfromfrom the crimethe crimethe crimethe crime itititit justjustjustjust
committedcommittedcommittedcommitted
SophieSophieSophieSophie misdiagnosesmisdiagnosesmisdiagnosesmisdiagnoses youryouryouryour illnessillnessillnessillness,,,, who’swho’swho’swho’s liable?liable?liable?liable?
A robotA robotA robotA robot spiesspiesspiesspies onononon youryouryouryour spousespousespousespouse whowhowhowho cheatscheatscheatscheats,,,, shallshallshallshall hehehehe report? Data protection issuereport? Data protection issuereport? Data protection issuereport? Data protection issue
A robotA robotA robotA robot createscreatescreatescreates a newa newa newa new songsongsongsong:::: whowhowhowho ownsownsownsowns itititit???? WhatWhatWhatWhat if theif theif theif the songsongsongsong soundssoundssoundssounds similarsimilarsimilarsimilar totototo thatthatthatthat
of aof aof aof a copyrightedcopyrightedcopyrightedcopyrighted workworkworkwork? Who’s liable for the? Who’s liable for the? Who’s liable for the? Who’s liable for the infringementinfringementinfringementinfringement????
Bots:Bots:Bots:Bots: httphttphttphttp://://://://motherboard.vice.com/read/themotherboard.vice.com/read/themotherboard.vice.com/read/themotherboard.vice.com/read/the----bestbestbestbest----thingsthingsthingsthings----aaaa----randomrandomrandomrandom----botbotbotbot----boughtboughtboughtbought----
onononon----thethethethe----darknetdarknetdarknetdarknet
AnAnAnAn inventorinventorinventorinventor patentspatentspatentspatents new robots:new robots:new robots:new robots: https://https://https://https://www.google.com/patents/US5952796www.google.com/patents/US5952796www.google.com/patents/US5952796www.google.com/patents/US5952796 ????
You dontYou dontYou dontYou dont wantwantwantwant to drive anto drive anto drive anto drive an autonomousautonomousautonomousautonomous car, but thecar, but thecar, but thecar, but the insuranceinsuranceinsuranceinsurance companycompanycompanycompany refuses torefuses torefuses torefuses to
provideprovideprovideprovide aaaa contractcontractcontractcontract
A robot inA robot inA robot inA robot in humanhumanhumanhuman formformformform isisisis gettinggettinggettinggetting beat in thebeat in thebeat in thebeat in the streetstreetstreetstreet by policeby policeby policeby police officersofficersofficersofficers
Right to dignity?; but the robot has killed someone: right to shoot him down?
Death penalty for Bots?
Right to procreate, to dignity, to decent funerals?
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Regulatory needs and possible approaches?
NeedsNeedsNeedsNeeds
Updates in existing law ?
Design new laws (emergence)?
ApproachesApproachesApproachesApproaches::::
Ex ante: embedding law in Robot code (> human)?
Ex post: enforcing law to Robot conduct (< human)?
www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu
Asimov’s three laws of robotics (1950)
DeviceDeviceDeviceDevice that is wellthat is wellthat is wellthat is well----suited for work that is too dull, dirty or dangeroussuited for work that is too dull, dirty or dangeroussuited for work that is too dull, dirty or dangeroussuited for work that is too dull, dirty or dangerous
for realfor realfor realfor real humanshumanshumanshumans
Safety feature introduced in all botsSafety feature introduced in all botsSafety feature introduced in all botsSafety feature introduced in all bots
LAWLAWLAWLAW 1:1:1:1: A robot may not injure a human being or, through inaction, allow
a human being to come to harm;
LAWLAWLAWLAW 2:2:2:2: A robot must obey the orders given it by human beings except
where such orders would conflict with the First Law;
LAWLAWLAWLAW 3:3:3:3: A robot must protect its own existence as long as such protection
does not conflict with the First or Second Laws
In later fiction where robots had taken responsibility for government of
whole planets and human civilizations, Asimov also added a fourth, or
zeroth law, to precede the others:
LAW 0:LAW 0:LAW 0:LAW 0: A robot may not harm humanity, or, by inaction, allow humanity
to come to harm

More Related Content

What's hot

Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceMattArnold58
 
10 trends to watch for 2014: Trends 6 to 10
10 trends to watch for 2014: Trends 6 to 1010 trends to watch for 2014: Trends 6 to 10
10 trends to watch for 2014: Trends 6 to 10Tracey Keys
 
Humans, Machines, and Work: The Future Is Now!
Humans, Machines, and Work: The Future Is Now!Humans, Machines, and Work: The Future Is Now!
Humans, Machines, and Work: The Future Is Now!Moshe Vardi
 
Artificial Intelligence (AI) and Job Loss
Artificial Intelligence (AI) and Job LossArtificial Intelligence (AI) and Job Loss
Artificial Intelligence (AI) and Job LossIkhlaq Sidhu
 
Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...
Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...
Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...Digital Policy and Law Consulting
 
Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...
Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...
Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...Capgemini
 
Technological Unemployment
Technological UnemploymentTechnological Unemployment
Technological UnemploymentGaetan Lion
 
The Digital Economy Group project
The Digital Economy Group projectThe Digital Economy Group project
The Digital Economy Group projectAleisha1
 
Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...
Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...
Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...Alpesh Kadakia
 
Effects of ai on job market
Effects of ai on job marketEffects of ai on job market
Effects of ai on job marketOmar Ahmed
 

What's hot (20)

Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 
The Innovator #3
The Innovator #3The Innovator #3
The Innovator #3
 
10 trends to watch for 2014: Trends 6 to 10
10 trends to watch for 2014: Trends 6 to 1010 trends to watch for 2014: Trends 6 to 10
10 trends to watch for 2014: Trends 6 to 10
 
The Innovator #5
The Innovator #5The Innovator #5
The Innovator #5
 
Humans, Machines, and Work: The Future Is Now!
Humans, Machines, and Work: The Future Is Now!Humans, Machines, and Work: The Future Is Now!
Humans, Machines, and Work: The Future Is Now!
 
The Innovator #11
The Innovator #11The Innovator #11
The Innovator #11
 
The Innovator #2
The Innovator #2The Innovator #2
The Innovator #2
 
Artificial Intelligence (AI) and Job Loss
Artificial Intelligence (AI) and Job LossArtificial Intelligence (AI) and Job Loss
Artificial Intelligence (AI) and Job Loss
 
The Innovator #8
The Innovator #8The Innovator #8
The Innovator #8
 
The Innovator #7
The Innovator #7The Innovator #7
The Innovator #7
 
The Innovator #1
The Innovator #1The Innovator #1
The Innovator #1
 
The Innovator #4
The Innovator #4The Innovator #4
The Innovator #4
 
10 facts about jobs in the future
10 facts about jobs in the future10 facts about jobs in the future
10 facts about jobs in the future
 
The innovator #12
The innovator #12The innovator #12
The innovator #12
 
Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...
Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...
Reshaping Urban Mobility with Autonomous Vehicles. Lessons from the City of B...
 
Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...
Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...
Digital Leadership Interview : Jim lawton, Chief Product and Marketing Office...
 
Technological Unemployment
Technological UnemploymentTechnological Unemployment
Technological Unemployment
 
The Digital Economy Group project
The Digital Economy Group projectThe Digital Economy Group project
The Digital Economy Group project
 
Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...
Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...
Artificial Intelligence & Robotics Enables the 4th Industrial Revolution and ...
 
Effects of ai on job market
Effects of ai on job marketEffects of ai on job market
Effects of ai on job market
 

Viewers also liked

Columbus Business Plan
Columbus Business PlanColumbus Business Plan
Columbus Business Planmbarron2
 
Diapositivas web 2.0 cristina
Diapositivas web 2.0 cristinaDiapositivas web 2.0 cristina
Diapositivas web 2.0 cristinacris1530
 
Mida el-pulso-de-las-marcas-en-las-redes-sociales
Mida el-pulso-de-las-marcas-en-las-redes-socialesMida el-pulso-de-las-marcas-en-las-redes-sociales
Mida el-pulso-de-las-marcas-en-las-redes-socialesDavid Posada
 
Corso Diritto dell'Informatica e delle Nuove Tecnologie
Corso Diritto dell'Informatica e delle Nuove TecnologieCorso Diritto dell'Informatica e delle Nuove Tecnologie
Corso Diritto dell'Informatica e delle Nuove TecnologieMassimo Farina
 
Presentacion cfj
Presentacion cfjPresentacion cfj
Presentacion cfjcfjubelama
 
Fava_Tesi_TutelaOperaVideoludica
Fava_Tesi_TutelaOperaVideoludicaFava_Tesi_TutelaOperaVideoludica
Fava_Tesi_TutelaOperaVideoludicaEmanuele Fava
 
Legal Pirlo
Legal PirloLegal Pirlo
Legal PirloWEBdeBS
 
IBC Slides Petit - Abuse of Dominance - Huawei and Post Danmark
IBC Slides Petit  - Abuse of Dominance - Huawei and Post DanmarkIBC Slides Petit  - Abuse of Dominance - Huawei and Post Danmark
IBC Slides Petit - Abuse of Dominance - Huawei and Post DanmarkNicolas Petit
 
réseaux de neurones artificiels
réseaux de neurones artificiels réseaux de neurones artificiels
réseaux de neurones artificiels Oussama Werfelli
 
Robots presentation
Robots presentationRobots presentation
Robots presentationaroobkazim
 
Basics of Robotics
Basics of RoboticsBasics of Robotics
Basics of RoboticsAmeya Gandhi
 

Viewers also liked (18)

When
WhenWhen
When
 
Direito penal ma
Direito penal maDireito penal ma
Direito penal ma
 
Practica5 exportar objeto como bitmap
Practica5 exportar objeto como bitmapPractica5 exportar objeto como bitmap
Practica5 exportar objeto como bitmap
 
Columbus Business Plan
Columbus Business PlanColumbus Business Plan
Columbus Business Plan
 
Diapositivas web 2.0 cristina
Diapositivas web 2.0 cristinaDiapositivas web 2.0 cristina
Diapositivas web 2.0 cristina
 
Modulo5
Modulo5Modulo5
Modulo5
 
Mida el-pulso-de-las-marcas-en-las-redes-sociales
Mida el-pulso-de-las-marcas-en-las-redes-socialesMida el-pulso-de-las-marcas-en-las-redes-sociales
Mida el-pulso-de-las-marcas-en-las-redes-sociales
 
Corso Diritto dell'Informatica e delle Nuove Tecnologie
Corso Diritto dell'Informatica e delle Nuove TecnologieCorso Diritto dell'Informatica e delle Nuove Tecnologie
Corso Diritto dell'Informatica e delle Nuove Tecnologie
 
Presentacion cfj
Presentacion cfjPresentacion cfj
Presentacion cfj
 
Market Basket Analysis
Market Basket AnalysisMarket Basket Analysis
Market Basket Analysis
 
Fava_Tesi_TutelaOperaVideoludica
Fava_Tesi_TutelaOperaVideoludicaFava_Tesi_TutelaOperaVideoludica
Fava_Tesi_TutelaOperaVideoludica
 
Legal Pirlo
Legal PirloLegal Pirlo
Legal Pirlo
 
IBC Slides Petit - Abuse of Dominance - Huawei and Post Danmark
IBC Slides Petit  - Abuse of Dominance - Huawei and Post DanmarkIBC Slides Petit  - Abuse of Dominance - Huawei and Post Danmark
IBC Slides Petit - Abuse of Dominance - Huawei and Post Danmark
 
Réseaux neurons
Réseaux neuronsRéseaux neurons
Réseaux neurons
 
réseaux de neurones artificiels
réseaux de neurones artificiels réseaux de neurones artificiels
réseaux de neurones artificiels
 
Robots presentation
Robots presentationRobots presentation
Robots presentation
 
Robotics.Ppt
Robotics.PptRobotics.Ppt
Robotics.Ppt
 
Basics of Robotics
Basics of RoboticsBasics of Robotics
Basics of Robotics
 

Similar to Law of robots and AIs - Lecture 1 - State of the Art: Technology

Autonomous driving fundamentals, training, courses on Tonex
Autonomous driving fundamentals, training, courses on TonexAutonomous driving fundamentals, training, courses on Tonex
Autonomous driving fundamentals, training, courses on TonexBryan Len
 
Automotive Embedded Systems Handbook
Automotive Embedded Systems HandbookAutomotive Embedded Systems Handbook
Automotive Embedded Systems HandbookMaria Perkins
 
IRJET- Smart Travel Automated Vehicle
IRJET- Smart Travel Automated VehicleIRJET- Smart Travel Automated Vehicle
IRJET- Smart Travel Automated VehicleIRJET Journal
 
Marek Jersak. Autonomous Drive – From Sensors to Motion
Marek Jersak. Autonomous Drive – From Sensors to MotionMarek Jersak. Autonomous Drive – From Sensors to Motion
Marek Jersak. Autonomous Drive – From Sensors to MotionIT Arena
 
Marek Jersak «Autonomous Drive – From Sensors to Motion».
Marek Jersak «Autonomous Drive – From Sensors to Motion».Marek Jersak «Autonomous Drive – From Sensors to Motion».
Marek Jersak «Autonomous Drive – From Sensors to Motion».LogeekNightUkraine
 
Internet of Things (IOT) Journey
Internet of Things (IOT) JourneyInternet of Things (IOT) Journey
Internet of Things (IOT) JourneyDr. Mazlan Abbas
 
Impact of Robotic Process Automation (RPA)
Impact of Robotic Process Automation (RPA)Impact of Robotic Process Automation (RPA)
Impact of Robotic Process Automation (RPA)Flevy.com Best Practices
 
A.Levenchuk -- visuomotor learning in cyber-phisical systems
A.Levenchuk -- visuomotor learning in cyber-phisical systemsA.Levenchuk -- visuomotor learning in cyber-phisical systems
A.Levenchuk -- visuomotor learning in cyber-phisical systemsAnatoly Levenchuk
 
Smart Machines -presentation, Dec 2014
Smart Machines -presentation, Dec 2014Smart Machines -presentation, Dec 2014
Smart Machines -presentation, Dec 2014Immo Salo
 
A Novel Review On Google Driverless Autonomous Vehicle
A Novel Review On Google Driverless Autonomous VehicleA Novel Review On Google Driverless Autonomous Vehicle
A Novel Review On Google Driverless Autonomous VehicleKarin Faust
 
Traffic Monitoring Using Visual Big Data Analytics in Smart Cities
Traffic Monitoring Using Visual Big Data Analytics in Smart CitiesTraffic Monitoring Using Visual Big Data Analytics in Smart Cities
Traffic Monitoring Using Visual Big Data Analytics in Smart CitiesIRJET Journal
 
CAN BASED AUTOMATED VEHICLE SECURITY SYSTEM
CAN BASED AUTOMATED VEHICLE SECURITY SYSTEMCAN BASED AUTOMATED VEHICLE SECURITY SYSTEM
CAN BASED AUTOMATED VEHICLE SECURITY SYSTEMIAEME Publication
 
Advanced Intelligent Video Surveillance System In Elevators By Using OpenCV
Advanced Intelligent Video Surveillance System In Elevators By Using OpenCVAdvanced Intelligent Video Surveillance System In Elevators By Using OpenCV
Advanced Intelligent Video Surveillance System In Elevators By Using OpenCVIRJET Journal
 
Safety check IoT Automobile
Safety check IoT AutomobileSafety check IoT Automobile
Safety check IoT AutomobileAkshank Shah
 
Internet of Things Based Vehicle Monitoring System
Internet of Things Based Vehicle Monitoring SystemInternet of Things Based Vehicle Monitoring System
Internet of Things Based Vehicle Monitoring SystemIRJET Journal
 
Object Detection for Autonomous Driving
Object Detection for Autonomous DrivingObject Detection for Autonomous Driving
Object Detection for Autonomous DrivingIRJET Journal
 

Similar to Law of robots and AIs - Lecture 1 - State of the Art: Technology (20)

Autonomous driving fundamentals, training, courses on Tonex
Autonomous driving fundamentals, training, courses on TonexAutonomous driving fundamentals, training, courses on Tonex
Autonomous driving fundamentals, training, courses on Tonex
 
Automotive Embedded Systems Handbook
Automotive Embedded Systems HandbookAutomotive Embedded Systems Handbook
Automotive Embedded Systems Handbook
 
IRJET- Smart Travel Automated Vehicle
IRJET- Smart Travel Automated VehicleIRJET- Smart Travel Automated Vehicle
IRJET- Smart Travel Automated Vehicle
 
IoT for Startups
IoT for StartupsIoT for Startups
IoT for Startups
 
Marek Jersak. Autonomous Drive – From Sensors to Motion
Marek Jersak. Autonomous Drive – From Sensors to MotionMarek Jersak. Autonomous Drive – From Sensors to Motion
Marek Jersak. Autonomous Drive – From Sensors to Motion
 
Marek Jersak «Autonomous Drive – From Sensors to Motion».
Marek Jersak «Autonomous Drive – From Sensors to Motion».Marek Jersak «Autonomous Drive – From Sensors to Motion».
Marek Jersak «Autonomous Drive – From Sensors to Motion».
 
Internet of Things (IOT) Journey
Internet of Things (IOT) JourneyInternet of Things (IOT) Journey
Internet of Things (IOT) Journey
 
Us20110166903
Us20110166903Us20110166903
Us20110166903
 
Impact of Robotic Process Automation (RPA)
Impact of Robotic Process Automation (RPA)Impact of Robotic Process Automation (RPA)
Impact of Robotic Process Automation (RPA)
 
A.Levenchuk -- visuomotor learning in cyber-phisical systems
A.Levenchuk -- visuomotor learning in cyber-phisical systemsA.Levenchuk -- visuomotor learning in cyber-phisical systems
A.Levenchuk -- visuomotor learning in cyber-phisical systems
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 
Smart Machines -presentation, Dec 2014
Smart Machines -presentation, Dec 2014Smart Machines -presentation, Dec 2014
Smart Machines -presentation, Dec 2014
 
A Novel Review On Google Driverless Autonomous Vehicle
A Novel Review On Google Driverless Autonomous VehicleA Novel Review On Google Driverless Autonomous Vehicle
A Novel Review On Google Driverless Autonomous Vehicle
 
Traffic Monitoring Using Visual Big Data Analytics in Smart Cities
Traffic Monitoring Using Visual Big Data Analytics in Smart CitiesTraffic Monitoring Using Visual Big Data Analytics in Smart Cities
Traffic Monitoring Using Visual Big Data Analytics in Smart Cities
 
CAN BASED AUTOMATED VEHICLE SECURITY SYSTEM
CAN BASED AUTOMATED VEHICLE SECURITY SYSTEMCAN BASED AUTOMATED VEHICLE SECURITY SYSTEM
CAN BASED AUTOMATED VEHICLE SECURITY SYSTEM
 
Your Next IoT Journey
Your Next IoT JourneyYour Next IoT Journey
Your Next IoT Journey
 
Advanced Intelligent Video Surveillance System In Elevators By Using OpenCV
Advanced Intelligent Video Surveillance System In Elevators By Using OpenCVAdvanced Intelligent Video Surveillance System In Elevators By Using OpenCV
Advanced Intelligent Video Surveillance System In Elevators By Using OpenCV
 
Safety check IoT Automobile
Safety check IoT AutomobileSafety check IoT Automobile
Safety check IoT Automobile
 
Internet of Things Based Vehicle Monitoring System
Internet of Things Based Vehicle Monitoring SystemInternet of Things Based Vehicle Monitoring System
Internet of Things Based Vehicle Monitoring System
 
Object Detection for Autonomous Driving
Object Detection for Autonomous DrivingObject Detection for Autonomous Driving
Object Detection for Autonomous Driving
 

More from Nicolas Petit

A Review of Competition Policy for the Digital Era (Cremer et al Report)
A Review of Competition Policy for the Digital Era  (Cremer et al Report)A Review of Competition Policy for the Digital Era  (Cremer et al Report)
A Review of Competition Policy for the Digital Era (Cremer et al Report)Nicolas Petit
 
Nicolas Petit 27 september 18 - Hard Questions of Law and AI
Nicolas Petit 27 september 18 - Hard Questions of Law and AINicolas Petit 27 september 18 - Hard Questions of Law and AI
Nicolas Petit 27 september 18 - Hard Questions of Law and AINicolas Petit
 
On Binding Effect of Guidance Paper and AEC test
On Binding Effect of Guidance Paper and AEC test On Binding Effect of Guidance Paper and AEC test
On Binding Effect of Guidance Paper and AEC test Nicolas Petit
 
Antitrust claims in a standards context - ASPI APEB LES - Paris 2016
Antitrust claims in a standards context - ASPI APEB LES - Paris 2016Antitrust claims in a standards context - ASPI APEB LES - Paris 2016
Antitrust claims in a standards context - ASPI APEB LES - Paris 2016Nicolas Petit
 
Law of robots and AIs - Future of Lawyers - Lecture 3
Law of robots and AIs - Future of Lawyers - Lecture 3Law of robots and AIs - Future of Lawyers - Lecture 3
Law of robots and AIs - Future of Lawyers - Lecture 3Nicolas Petit
 
Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?
Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?
Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?Nicolas Petit
 
Competition law and the Unified Patent Court - Slides 25 09 15
Competition law and the Unified Patent Court - Slides 25 09 15Competition law and the Unified Patent Court - Slides 25 09 15
Competition law and the Unified Patent Court - Slides 25 09 15Nicolas Petit
 
Loi macron - Frontières de l'autorité de la concurrence - N Petit
Loi macron - Frontières de l'autorité de la concurrence - N PetitLoi macron - Frontières de l'autorité de la concurrence - N Petit
Loi macron - Frontières de l'autorité de la concurrence - N PetitNicolas Petit
 
Problem practices in Competition Law - Presentation to CMA Academy
Problem practices in Competition Law -  Presentation to CMA AcademyProblem practices in Competition Law -  Presentation to CMA Academy
Problem practices in Competition Law - Presentation to CMA AcademyNicolas Petit
 
Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...
Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...
Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...Nicolas Petit
 

More from Nicolas Petit (10)

A Review of Competition Policy for the Digital Era (Cremer et al Report)
A Review of Competition Policy for the Digital Era  (Cremer et al Report)A Review of Competition Policy for the Digital Era  (Cremer et al Report)
A Review of Competition Policy for the Digital Era (Cremer et al Report)
 
Nicolas Petit 27 september 18 - Hard Questions of Law and AI
Nicolas Petit 27 september 18 - Hard Questions of Law and AINicolas Petit 27 september 18 - Hard Questions of Law and AI
Nicolas Petit 27 september 18 - Hard Questions of Law and AI
 
On Binding Effect of Guidance Paper and AEC test
On Binding Effect of Guidance Paper and AEC test On Binding Effect of Guidance Paper and AEC test
On Binding Effect of Guidance Paper and AEC test
 
Antitrust claims in a standards context - ASPI APEB LES - Paris 2016
Antitrust claims in a standards context - ASPI APEB LES - Paris 2016Antitrust claims in a standards context - ASPI APEB LES - Paris 2016
Antitrust claims in a standards context - ASPI APEB LES - Paris 2016
 
Law of robots and AIs - Future of Lawyers - Lecture 3
Law of robots and AIs - Future of Lawyers - Lecture 3Law of robots and AIs - Future of Lawyers - Lecture 3
Law of robots and AIs - Future of Lawyers - Lecture 3
 
Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?
Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?
Introduction to the law of robots and AIs - lecture 3 - The Future of Lawyers?
 
Competition law and the Unified Patent Court - Slides 25 09 15
Competition law and the Unified Patent Court - Slides 25 09 15Competition law and the Unified Patent Court - Slides 25 09 15
Competition law and the Unified Patent Court - Slides 25 09 15
 
Loi macron - Frontières de l'autorité de la concurrence - N Petit
Loi macron - Frontières de l'autorité de la concurrence - N PetitLoi macron - Frontières de l'autorité de la concurrence - N Petit
Loi macron - Frontières de l'autorité de la concurrence - N Petit
 
Problem practices in Competition Law - Presentation to CMA Academy
Problem practices in Competition Law -  Presentation to CMA AcademyProblem practices in Competition Law -  Presentation to CMA Academy
Problem practices in Competition Law - Presentation to CMA Academy
 
Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...
Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...
Patent hold up and the antitrustization of frand - A multi-sided reappraisal ...
 

Recently uploaded

John Hustaix - The Legal Profession: A History
John Hustaix - The Legal Profession:  A HistoryJohn Hustaix - The Legal Profession:  A History
John Hustaix - The Legal Profession: A HistoryJohn Hustaix
 
Rights of under-trial Prisoners in India
Rights of under-trial Prisoners in IndiaRights of under-trial Prisoners in India
Rights of under-trial Prisoners in IndiaAbheet Mangleek
 
如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书
如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书
如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书Fir L
 
如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书
 如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书 如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书
如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书Sir Lt
 
如何办理(Rice毕业证书)莱斯大学毕业证学位证书
如何办理(Rice毕业证书)莱斯大学毕业证学位证书如何办理(Rice毕业证书)莱斯大学毕业证学位证书
如何办理(Rice毕业证书)莱斯大学毕业证学位证书SD DS
 
Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝soniya singh
 
国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》
国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》
国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》o8wvnojp
 
FINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.ppt
FINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.pptFINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.ppt
FINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.pptjudeplata
 
定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一
定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一
定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一st Las
 
VIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTS
VIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTSVIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTS
VIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTSDr. Oliver Massmann
 
Good Governance Practices for protection of Human Rights (Discuss Transparen...
Good Governance Practices for protection  of Human Rights (Discuss Transparen...Good Governance Practices for protection  of Human Rights (Discuss Transparen...
Good Governance Practices for protection of Human Rights (Discuss Transparen...shubhuc963
 
如何办理佛蒙特大学毕业证学位证书
 如何办理佛蒙特大学毕业证学位证书 如何办理佛蒙特大学毕业证学位证书
如何办理佛蒙特大学毕业证学位证书Fir sss
 
Arbitration, mediation and conciliation in India
Arbitration, mediation and conciliation in IndiaArbitration, mediation and conciliation in India
Arbitration, mediation and conciliation in IndiaNafiaNazim
 
如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书
如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书
如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书FS LS
 
如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书
如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书
如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书SD DS
 
如何办理提赛德大学毕业证(本硕)Teesside学位证书
如何办理提赛德大学毕业证(本硕)Teesside学位证书如何办理提赛德大学毕业证(本硕)Teesside学位证书
如何办理提赛德大学毕业证(本硕)Teesside学位证书Fir L
 
如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书
如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书
如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书Fir L
 
如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书
如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书
如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书Fs Las
 
Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...
Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...
Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...Dr. Oliver Massmann
 

Recently uploaded (20)

John Hustaix - The Legal Profession: A History
John Hustaix - The Legal Profession:  A HistoryJohn Hustaix - The Legal Profession:  A History
John Hustaix - The Legal Profession: A History
 
Rights of under-trial Prisoners in India
Rights of under-trial Prisoners in IndiaRights of under-trial Prisoners in India
Rights of under-trial Prisoners in India
 
young Call Girls in Pusa Road🔝 9953330565 🔝 escort Service
young Call Girls in  Pusa Road🔝 9953330565 🔝 escort Serviceyoung Call Girls in  Pusa Road🔝 9953330565 🔝 escort Service
young Call Girls in Pusa Road🔝 9953330565 🔝 escort Service
 
如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书
如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书
如何办理美国加州大学欧文分校毕业证(本硕)UCI学位证书
 
如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书
 如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书 如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书
如何办理(MSU文凭证书)密歇根州立大学毕业证学位证书
 
如何办理(Rice毕业证书)莱斯大学毕业证学位证书
如何办理(Rice毕业证书)莱斯大学毕业证学位证书如何办理(Rice毕业证书)莱斯大学毕业证学位证书
如何办理(Rice毕业证书)莱斯大学毕业证学位证书
 
Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Haqiqat Nagar Delhi reach out to us at 🔝8264348440🔝
 
国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》
国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》
国外大学毕业证《奥克兰大学毕业证办理成绩单GPA修改》
 
FINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.ppt
FINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.pptFINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.ppt
FINALTRUEENFORCEMENT OF BARANGAY SETTLEMENT.ppt
 
定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一
定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一
定制(BU文凭证书)美国波士顿大学毕业证成绩单原版一比一
 
VIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTS
VIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTSVIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTS
VIETNAM – LATEST GUIDE TO CONTRACT MANUFACTURING AND TOLLING AGREEMENTS
 
Good Governance Practices for protection of Human Rights (Discuss Transparen...
Good Governance Practices for protection  of Human Rights (Discuss Transparen...Good Governance Practices for protection  of Human Rights (Discuss Transparen...
Good Governance Practices for protection of Human Rights (Discuss Transparen...
 
如何办理佛蒙特大学毕业证学位证书
 如何办理佛蒙特大学毕业证学位证书 如何办理佛蒙特大学毕业证学位证书
如何办理佛蒙特大学毕业证学位证书
 
Arbitration, mediation and conciliation in India
Arbitration, mediation and conciliation in IndiaArbitration, mediation and conciliation in India
Arbitration, mediation and conciliation in India
 
如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书
如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书
如何办理伦敦南岸大学毕业证(本硕)LSBU学位证书
 
如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书
如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书
如何办理(GWU毕业证书)乔治华盛顿大学毕业证学位证书
 
如何办理提赛德大学毕业证(本硕)Teesside学位证书
如何办理提赛德大学毕业证(本硕)Teesside学位证书如何办理提赛德大学毕业证(本硕)Teesside学位证书
如何办理提赛德大学毕业证(本硕)Teesside学位证书
 
如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书
如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书
如何办理新加坡南洋理工大学毕业证(本硕)NTU学位证书
 
如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书
如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书
如何办理(SFSta文凭证书)美国旧金山州立大学毕业证学位证书
 
Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...
Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...
Legal Alert - Vietnam - First draft Decree on mechanisms and policies to enco...
 

Law of robots and AIs - Lecture 1 - State of the Art: Technology

  • 1. Introduction to the Law of Robots andIntroduction to the Law of Robots andIntroduction to the Law of Robots andIntroduction to the Law of Robots and ArtificialArtificialArtificialArtificial IntelligencesIntelligencesIntelligencesIntelligences Prof. Nicolas Petit ©Prof. Nicolas Petit ©Prof. Nicolas Petit ©Prof. Nicolas Petit © UniversityUniversityUniversityUniversity ofofofof LiegeLiegeLiegeLiege, 2015, 2015, 2015, 2015----2016201620162016
  • 3. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Google’s Self-Driving-System “SDS” “Google seeks to produce a vehicle that contains L4 automated driving capabilities, and removes conventional driver controls and interfaces (like a steering wheel, throttle pedal, and brake pedal, among many other things)”. “Expresses concern that providing human occupants of the vehicle with mechanisms to control things like steering, acceleration, braking, or turn signals, or providing human occupants with information about vehicle operation controlled entirely by the SDS, could be detrimental to safety because the human occupants could attempt to override the SDS’s decisions” “Google’s design choices in its proposed approach to the SDV raise a number of novel issues in applying the FMVSSs. Those standards were drafted at a time when it was reasonable to assume that all motor vehicles would have a steering wheel, accelerator pedal, and brake pedal, almost always located at the front left seating position, and that all vehicles would be operated by a human driver. Accordingly, many of the FMVSSs require that a vehicle device or basic feature be located at or near the driver or the driver’s seating position. For vehicles with an AI driver that also preclude any occupant from assuming the driving task, these assumptions about a human driver and vehicle controls do not hold”. “Google has asked who or what is to be considered the driver and which seating position is considered to be the driver’s seating position in its SDV.”
  • 4. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu NHTSA letter, 4 February 2016 National Highway Traffic Safety Administration (NHTSA) is US Highway Safety Agency in charge of enforcing the Federal Motor Vehicle Safety Standards (FMVSSs) Provides certification for new vehicles by automotive producers Number of FMVSSs requirements All buit around the notion of “driver”, and “driver’s position” or “driver’s seating position” “MVSS No. 101 contains requirements for location, identification, color, and illumination of motor vehicle controls, telltales, and indicators. S5.1.1 requires the controls listed in Tables 1 and 2 of the standard to be located so that they are operable by the [belted] driver”. “S5.3.1, which states that service brakes shall be activated by means of a foot control” 49 CFR 571.3 defines “driver” as the occupant of a motor vehicle seated immediately behind the steering control system.
  • 5. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu A Car has a Driver, a Driver need not be human OptionsOptionsOptionsOptions 1) “NHTSA could interpret the term “driver” as meaningless for purposes of Google’s SDV, since there is no human driver, and consider FMVSS provisions that refer to a driver as simply inapplicable to Google’s vehicle design”; 2) “NHTSA could interpret “driver” and “operator” as referring to the SDS” NHTSANHTSANHTSANHTSA As a foundational starting point for the interpretations below, NHTSA will interpret driver in the context of Google’s described motor vehicle design as referring to the SDS, and not to any of the vehicle occupants. If no human occupant of the vehicle can actually drive the vehicle, it is more reasonable to identify the driver as whatever (as opposed to whoever) is doing the driving. In this instance, an item of motor vehicle equipment, the SDS, is actually driving the vehicle.
  • 6. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Consequences “The controls listed in Tables 1 and 2 may simply be operable by the SDS and need not be located so that they are available to any of the human occupants of the motor vehicle”. For more, see http://isearch.nhtsa.gov/files/Google%20-- %20compiled%20response%20to%2012%20Nov%20%201 5%20interp%20request%20-- %204%20Feb%2016%20final.htm http://spectrum.ieee.org/cars-that- think/transportation/self-driving/an-ai-can-legally-be- defined-as-a-cars-driver
  • 7. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu TopicTopicTopicTopic DateDateDateDate State of the Art: Technology 17 February 2016 Prospects for Society, and the Substitution Effect 24 February 2016 Should we regulate? 2 March 2016 How to regulate (1)? 16 March 2016 How to regulate (2)? 20 April 2016 How to regulate (3)? 27 April 2016 How to regulate (4)? 4 May 2016
  • 8. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Purpose of the course TwoTwoTwoTwo questionsquestionsquestionsquestions ShouldShouldShouldShould wewewewe regulateregulateregulateregulate AIsAIsAIsAIs andandandand robots?robots?robots?robots? IfIfIfIf yesyesyesyes, how, how, how, how shouldshouldshouldshould wewewewe regulateregulateregulateregulate AIsAIsAIsAIs and robots?and robots?and robots?and robots? MethodMethodMethodMethod ProvideProvideProvideProvide aaaa frameworkframeworkframeworkframework totototo addressaddressaddressaddress thosethosethosethose issuesissuesissuesissues MethodologyMethodologyMethodologyMethodology: Jan: Jan: Jan: Jan SmitsSmitsSmitsSmits, Law and, Law and, Law and, Law and InterdisciplinaryInterdisciplinaryInterdisciplinaryInterdisciplinary StudiesStudiesStudiesStudies, 2014:, 2014:, 2014:, 2014: «««« whatwhatwhatwhat thethethethe lawlawlawlaw oughtoughtoughtought totototo bebebebe ».».».». TransdisciplinaryTransdisciplinaryTransdisciplinaryTransdisciplinary Criminal law Liability law Product safety law Intellectual property Human rights European law …
  • 9. Part I – State of the Art: Technology
  • 10. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu 2015, the year of the robot (Wired UK) SeeSeeSeeSee http://www.wired.co.uk/magazine/archive/2015/06/wiredhttp://www.wired.co.uk/magazine/archive/2015/06/wiredhttp://www.wired.co.uk/magazine/archive/2015/06/wiredhttp://www.wired.co.uk/magazine/archive/2015/06/wired----worldworldworldworld----2015/the2015/the2015/the2015/the---- yearyearyearyear----ofofofof----thethethethe----robotrobotrobotrobot
  • 12. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu An old field, AI and robotics 1950s: «1950s: «1950s: «1950s: « Game AIGame AIGame AIGame AI », Arthur», Arthur», Arthur», Arthur Samuel’sSamuel’sSamuel’sSamuel’s checkercheckercheckerchecker----playingplayingplayingplaying programprogramprogramprogram 1954: Turing test1954: Turing test1954: Turing test1954: Turing test 1955:1955:1955:1955: NewellNewellNewellNewell and Simon,and Simon,and Simon,and Simon, «««« LogicLogicLogicLogic TheoristTheoristTheoristTheorist »,»,»,», provesprovesprovesproves 38 out of 5238 out of 5238 out of 5238 out of 52 mathematicalmathematicalmathematicalmathematical problemsproblemsproblemsproblems Dartmouth Summer Research Project of 1956Dartmouth Summer Research Project of 1956Dartmouth Summer Research Project of 1956Dartmouth Summer Research Project of 1956
  • 13. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Core ideas AnyAnyAnyAny physicalphysicalphysicalphysical processprocessprocessprocess includingincludingincludingincluding thethethethe mindmindmindmind processprocessprocessprocess cancancancan bebebebe modelizedmodelizedmodelizedmodelized as a computableas a computableas a computableas a computable algorithmalgorithmalgorithmalgorithm (Church Turing(Church Turing(Church Turing(Church Turing thesisthesisthesisthesis)))) A softwareA softwareA softwareA software isisisis a set of computablea set of computablea set of computablea set of computable algorithmsalgorithmsalgorithmsalgorithms. No. No. No. No reasonreasonreasonreason whywhywhywhy itititit couldcouldcouldcould notnotnotnot reachreachreachreach outcomesoutcomesoutcomesoutcomes similarsimilarsimilarsimilar totototo thosethosethosethose generatedgeneratedgeneratedgenerated by theby theby theby the mindmindmindmind (artefact)(artefact)(artefact)(artefact) Machines can learn: “Machines can learn: “Machines can learn: “Machines can learn: “LearningLearningLearningLearning is any process by whichis any process by whichis any process by whichis any process by which a system improves performance from experiencea system improves performance from experiencea system improves performance from experiencea system improves performance from experience”,”,”,”, Herbert SimonHerbert SimonHerbert SimonHerbert Simon UltimateUltimateUltimateUltimate ambitionambitionambitionambition isisisis to have computers doto have computers doto have computers doto have computers do whatwhatwhatwhat humanshumanshumanshumans dodododo wellwellwellwell ((((theytheytheythey alreadyalreadyalreadyalready know how to doknow how to doknow how to doknow how to do thingsthingsthingsthings humanshumanshumanshumans cannotcannotcannotcannot do):do):do):do): heuristicheuristicheuristicheuristic,,,, seeingseeingseeingseeing,,,, learninglearninglearninglearning
  • 14. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Milestones In 1997, DeepBlue beats Gary Kasparov on chess In 2005, Stanford robot wins DARPA Grand Challenge by driving autonomously for 131 miles along unrehearsed desert trail In February 2011, in a Jeopardy! quiz show exhibition match, IBM's question answering system, Watson, defeats the two greatest Jeopardy! champions, Brad Rutter and Ken Jennings In January 2016, Researchers from Google DeepMind have developed the first computer able to defeat a human champion at the board game Go
  • 15. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu 2020s, Personal computers will2020s, Personal computers will2020s, Personal computers will2020s, Personal computers will have the same processing powerhave the same processing powerhave the same processing powerhave the same processing power as human brains.as human brains.as human brains.as human brains. 2030s, Mind uploading becomes2030s, Mind uploading becomes2030s, Mind uploading becomes2030s, Mind uploading becomes possible.possible.possible.possible. 2040s, Human body 3.0 (as2040s, Human body 3.0 (as2040s, Human body 3.0 (as2040s, Human body 3.0 (as Kurzweil calls it) comes intoKurzweil calls it) comes intoKurzweil calls it) comes intoKurzweil calls it) comes into existence; People spend most ofexistence; People spend most ofexistence; People spend most ofexistence; People spend most of their time in fulltheir time in fulltheir time in fulltheir time in full----immersionimmersionimmersionimmersion virtual realityvirtual realityvirtual realityvirtual reality 2045s, The Singularity occurs as2045s, The Singularity occurs as2045s, The Singularity occurs as2045s, The Singularity occurs as artificial intelligences surpassartificial intelligences surpassartificial intelligences surpassartificial intelligences surpass human beings as the smartest andhuman beings as the smartest andhuman beings as the smartest andhuman beings as the smartest and most capable life forms on themost capable life forms on themost capable life forms on themost capable life forms on the Earth; The extermination ofEarth; The extermination ofEarth; The extermination ofEarth; The extermination of humanity by violent machines ishumanity by violent machines ishumanity by violent machines ishumanity by violent machines is unlikelyunlikelyunlikelyunlikely Kurzweil, « The Singularity is Near », 2005 Law of accelerating returns:Law of accelerating returns:Law of accelerating returns:Law of accelerating returns: technology progressing towardtechnology progressing towardtechnology progressing towardtechnology progressing toward Singularity atSingularity atSingularity atSingularity at exponentialexponentialexponentialexponential raterateraterate ((((eacheacheacheach transitiontransitiontransitiontransition occursoccursoccursoccurs moremoremoremore rapidlyrapidlyrapidlyrapidly thanthanthanthan the last)the last)the last)the last) Functionality of the brain isFunctionality of the brain isFunctionality of the brain isFunctionality of the brain is quantifiable in terms ofquantifiable in terms ofquantifiable in terms ofquantifiable in terms of technologytechnologytechnologytechnology Baby boomers will live longBaby boomers will live longBaby boomers will live longBaby boomers will live long enough to see singularity.enough to see singularity.enough to see singularity.enough to see singularity. NanobotsNanobotsNanobotsNanobots will eventually be ablewill eventually be ablewill eventually be ablewill eventually be able to repair and replace any part ofto repair and replace any part ofto repair and replace any part ofto repair and replace any part of the body that wears out,the body that wears out,the body that wears out,the body that wears out, Strong Artificial Intelligences andStrong Artificial Intelligences andStrong Artificial Intelligences andStrong Artificial Intelligences and cyberneticallycyberneticallycyberneticallycybernetically augmented humansaugmented humansaugmented humansaugmented humans will become the dominant formswill become the dominant formswill become the dominant formswill become the dominant forms of sentient life on the Earthof sentient life on the Earthof sentient life on the Earthof sentient life on the Earth Source: summary available on Wikipedia
  • 16. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Why now? Moravec paradox solved?Moravec paradox solved?Moravec paradox solved?Moravec paradox solved? HighHighHighHigh levellevellevellevel reasoningreasoningreasoningreasoning ((((playingplayingplayingplaying chesschesschesschess,,,, usingusingusingusing mathematicsmathematicsmathematicsmathematics, etc.), etc.), etc.), etc.) easiereasiereasiereasier thanthanthanthan lowlowlowlow----levellevellevellevel sensorimotorsensorimotorsensorimotorsensorimotor skills (movingskills (movingskills (movingskills (moving across space, recognizingacross space, recognizingacross space, recognizingacross space, recognizing speech, etc.)speech, etc.)speech, etc.)speech, etc.) This is because high levelThis is because high levelThis is because high levelThis is because high level reasoning demands lessreasoning demands lessreasoning demands lessreasoning demands less computational powercomputational powercomputational powercomputational power SeeSeeSeeSee MoravecMoravecMoravecMoravec, H. (1998). When, H. (1998). When, H. (1998). When, H. (1998). When will computer hardware matchwill computer hardware matchwill computer hardware matchwill computer hardware match the human brain. Journal ofthe human brain. Journal ofthe human brain. Journal ofthe human brain. Journal of Evolution and Technology, 1.Evolution and Technology, 1.Evolution and Technology, 1.Evolution and Technology, 1. Technological evolutionTechnological evolutionTechnological evolutionTechnological evolution Brute force computationalBrute force computationalBrute force computationalBrute force computational power now available (due topower now available (due topower now available (due topower now available (due to Moore’s law)Moore’s law)Moore’s law)Moore’s law) Trillions of data now available,Trillions of data now available,Trillions of data now available,Trillions of data now available, and networkedand networkedand networkedand networked
  • 17. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Philosophical debate TuringTuringTuringTuring DialogueDialogueDialogueDialogue withwithwithwith aaaa humanhumanhumanhuman and aand aand aand a machinemachinemachinemachine throughthroughthroughthrough teletypeteletypeteletypeteletype If a machine could carry on a conversation (over a teleprinter) that was indistinguishable from a conversation with a human being, then it was reasonable to say that the machine was "thinking” Machine's ability to exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human A. M. Turing (1950) ComputingA. M. Turing (1950) ComputingA. M. Turing (1950) ComputingA. M. Turing (1950) Computing Machinery and Intelligence.Machinery and Intelligence.Machinery and Intelligence.Machinery and Intelligence. MindMindMindMind 49:49:49:49: 433433433433----460460460460 SearleSearleSearleSearle «««« ChineseChineseChineseChinese roomroomroomroom » argument» argument» argument» argument You do not speak Chinese You’re in room with two slits, a book, and some scratch paper Someone slides Chinese characters through first slit You follow the instructions in the book, correlate characters as instructed by book, and slide the resulting sheet in the second slit. It appears you speak Chinese, yet you do not understand a word of Chinese No need to understand Chinese to translate it. Fact that computer is able to do is to execute certain processes does not create strong AI Weak AI that simulates thought httphttphttphttp://www.iep.utm.edu/chineser/://www.iep.utm.edu/chineser/://www.iep.utm.edu/chineser/://www.iep.utm.edu/chineser/
  • 18. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Debate amongst scientists IsIsIsIs thisthisthisthis aaaa computationalcomputationalcomputationalcomputational problemproblemproblemproblem onlyonlyonlyonly ((((KurzweilKurzweilKurzweilKurzweil)?)?)?)? OrOrOrOr isisisis theretheretherethere anananan algorithmalgorithmalgorithmalgorithm thatthatthatthat wewewewe do not know?do not know?do not know?do not know?
  • 19. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Various subfields of AI, and examples DeepDeepDeepDeep learninglearninglearninglearning (or machine(or machine(or machine(or machine learninglearninglearninglearning)))) Algorithms that enable robots to learn tasks through trial and error using a process that more closely approximates the way humans learn: spam filtering Neural networksNeural networksNeural networksNeural networks Emulate the ability of living organisms to integrate perceptual inputs smoothly with motor responses Speech recognitionSpeech recognitionSpeech recognitionSpeech recognition Uses sound metrics along with domain and context specific language to respond to voice commands NaturalNaturalNaturalNatural languagelanguagelanguagelanguage processingprocessingprocessingprocessing Robots interacting and responding through interpretations of natural language instructions ArtificialArtificialArtificialArtificial visionvisionvisionvision Object recognition, which allow robots to interact and measure their environment . Can include different features: visual object recognition and tracking, image stabilization, visual-based serving, human-to-machine interaction etc. => recognize x-rays, MRI scans, battlefield robots recognize kids, automated cars, KnowledgeKnowledgeKnowledgeKnowledge representationrepresentationrepresentationrepresentation
  • 20. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Challenges (1) SupervisedSupervisedSupervisedSupervised learninglearninglearninglearning vvvv unsupervisedunsupervisedunsupervisedunsupervised learninglearninglearninglearning Human feeds neural network with inputs (image) and output/label (face, dog, lamp, etc.), and the AI comes up with a statistical rule that correlates inputs with the correct outputs => no causal explanation + error or reward signal AI does identify patterns Pornography example: Justice Potter Stewart, SCOTUS: « I know it when I see it » But all this is supervised learning, and is finite resource NaturalNaturalNaturalNatural languagelanguagelanguagelanguage « Recognize speech » v « Wreck on the beach » Questions on Siri, Wolfram alpha, etc. generate different responses if different syntax is used Disambiguation: « I ate spaghetti with meatballs » v « I ate spaghetty with chopsticks » (see R. Mooney podcast) ArtificialArtificialArtificialArtificial vision and thevision and thevision and thevision and the toweltoweltoweltowel problemproblemproblemproblem:::: https://www.youtube.com/watch?v=gy5g33S0Gzohttps://www.youtube.com/watch?v=gy5g33S0Gzohttps://www.youtube.com/watch?v=gy5g33S0Gzohttps://www.youtube.com/watch?v=gy5g33S0Gzo
  • 23. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Possible advances Internet giants have a stockpile of information (input)Internet giants have a stockpile of information (input)Internet giants have a stockpile of information (input)Internet giants have a stockpile of information (input) that is prethat is prethat is prethat is pre----labelled by users (face)labelled by users (face)labelled by users (face)labelled by users (face)
  • 24. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Robotics A robotA robotA robotA robot isisisis an «an «an «an « agencifiedagencifiedagencifiedagencified » AI» AI» AI» AI MechanicalMechanicalMechanicalMechanical engineering issues are not relevant,engineering issues are not relevant,engineering issues are not relevant,engineering issues are not relevant, thoughthoughthoughthough theytheytheythey constituteconstituteconstituteconstitute significantsignificantsignificantsignificant limitslimitslimitslimits Power Material science Motor research
  • 25. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Survey of most relevant applications, RoboLaw, 2014
  • 26. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Related technologies HumanHumanHumanHuman enhancementenhancementenhancementenhancement (and(and(and(and transhumantranshumantranshumantranshuman sciences)sciences)sciences)sciences) Bionics (see J. Fischman, National Geographic, 2010) and prosthetics Exosqueletons Mind uploading Care robots, social robots, etc.Care robots, social robots, etc.Care robots, social robots, etc.Care robots, social robots, etc. AugmentedAugmentedAugmentedAugmented realityrealityrealityreality
  • 27. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Definitional problem 1921, Karel Capek, R.U.R. Rossum’s Universal Robots: Capek’s play makes first use of the word “robot” to describe an artificial person Capek invented the term, basing it on the Czech word for “forced labor” or “servitude”: http://www.wired.com/2011 /01/0125robot-cometh- capek-rur-debut/ 2014, Robolaw “In fact, the term “robot” can mean different things to different people, since there is no agreement on its meaning neither among professional users (i.e. roboticists) nor among laypeople”
  • 28. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Definitions ““““Actuated mechanism programmable in two orActuated mechanism programmable in two orActuated mechanism programmable in two orActuated mechanism programmable in two or moremoremoremore axesaxesaxesaxes (4.3)(4.3)(4.3)(4.3) with a degree ofwith a degree ofwith a degree ofwith a degree of autonomyautonomyautonomyautonomy (2.2), moving within(2.2), moving within(2.2), moving within(2.2), moving within its environment, to perform intended tasksits environment, to perform intended tasksits environment, to perform intended tasksits environment, to perform intended tasks”,”,”,”, ISOISOISOISO 8373:2012(en)8373:2012(en)8373:2012(en)8373:2012(en) ““““A robotA robotA robotA robot isisisis aaaa constructedconstructedconstructedconstructed systemsystemsystemsystem thatthatthatthat displaysdisplaysdisplaysdisplays bothbothbothboth physicialphysicialphysicialphysicial andandandand mentalmentalmentalmental agencyagencyagencyagency, but, but, but, but isisisis not alive in thenot alive in thenot alive in thenot alive in the biologicalbiologicalbiologicalbiological sensesensesensesense ”,,,, Neil M.Neil M.Neil M.Neil M. Richards and William D. Smart, 2016Richards and William D. Smart, 2016Richards and William D. Smart, 2016Richards and William D. Smart, 2016 ““““Robots are mechanical objects that take the world in, processRobots are mechanical objects that take the world in, processRobots are mechanical objects that take the world in, processRobots are mechanical objects that take the world in, process what they sense, and in turn act upon the worldwhat they sense, and in turn act upon the worldwhat they sense, and in turn act upon the worldwhat they sense, and in turn act upon the world”, Ryan”, Ryan”, Ryan”, Ryan CaloCaloCaloCalo,,,, 2015.2015.2015.2015.
  • 29. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu ISO 8373:2012(en) “Moving“Moving“Moving“Moving within itswithin itswithin itswithin its environment”?environment”?environment”?environment”? Softbots do not move? Need “Hard”-bot seated behind a computer? Human being who makes online transactions does not move, yet may create harm “to“to“to“to perform intended tasksperform intended tasksperform intended tasksperform intended tasks”””” A robot has sufficient autonomy to refuse to engage into intended harmful activity Drone will not launch bomb on hospital Google car will not crash in school Industrial bot refuses to operate if safety risk Localizing intention: initial intention or subsequent command?
  • 30. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu « Constructed system that displays both physical and mental agency », Richards and Smart But RobotsBut RobotsBut RobotsBut Robots createdcreatedcreatedcreated bybybyby robots? Arerobots? Arerobots? Arerobots? Are theytheytheythey constructedconstructedconstructedconstructed???? HowHowHowHow muchmuchmuchmuch mentalmentalmentalmental agencyagencyagencyagency???? Drones Robots w/oRobots w/oRobots w/oRobots w/o physicalphysicalphysicalphysical agencyagencyagencyagency:::: softbotssoftbotssoftbotssoftbots ((((HartzogHartzogHartzogHartzog, 2015), 2015), 2015), 2015) News generating bot Robot advertisers Computer composers: http://www.gizmag.com/creat ive-artificial-intelligence- computer-algorithmic- music/35764/
  • 32. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Sense – think – act, a spectrum? Sense (acquire and process information) Think (decision making) Act (locomotion and kinematics) Low Industrial robots that paint or weld car parts Exosqueleton, DaVinci Robot (teleoperated) Augmented reality devices (Hololens), Medical diagnosis robot Medium Mars Rover, Drones High Vacuum cleaner DriverlessCar, Social Robots Hoops Robotic basketball-shooting arm
  • 33. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Robolaw typology NoNoNoNo definitiondefinitiondefinitiondefinition, but 5, but 5, but 5, but 5 categoriescategoriescategoriescategories of relevant items:of relevant items:of relevant items:of relevant items: Use or task: service or industrial Environment: physical (road, air, sea, etc.) v cyberspace Nature: embodied or disembodied (bionic systems) Human-Robot Interaction (HRI) Autonomy
  • 34. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Calo, 2015 EmbodiementEmbodiementEmbodiementEmbodiement Robot as « machine » or « hardware » Softbots (eg, robot traders)? Mooney thinks this is irrelevant; true from scientists perspective, but not necessary true form society perspective EmergenceEmergenceEmergenceEmergence New forms of conduct, including welfare enhancing behaviour => problem solving robots «««« Social valenceSocial valenceSocial valenceSocial valence »»»» Robots stimulate reactions from society: « social actors » Soldiers jeopardize themselves to preserve robots in military field People write love letters to Philae Often correlated to anthropomorphic embodiement (Honda Asimo)
  • 35. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Why is all this relevant to LAW? Google’sGoogle’sGoogle’sGoogle’s carcarcarcar runsrunsrunsruns intointointointo aaaa kid or ankid or ankid or ankid or an oldoldoldold womanwomanwomanwoman? A? A? A? A kidkidkidkid withwithwithwith 5% high5% high5% high5% high injuryinjuryinjuryinjury riskriskriskrisk v av av av a treetreetreetree withwithwithwith 99% high99% high99% high99% high injuryinjuryinjuryinjury riskriskriskrisk for 4for 4for 4for 4 passengerspassengerspassengerspassengers? A dog v? A dog v? A dog v? A dog v anotheranotheranotheranother car?car?car?car? A robotA robotA robotA robot programmedprogrammedprogrammedprogrammed not tonot tonot tonot to harmharmharmharm itsitsitsits ownerownerownerowner runsrunsrunsruns awayawayawayaway fromfromfromfrom the crimethe crimethe crimethe crime itititit justjustjustjust committedcommittedcommittedcommitted SophieSophieSophieSophie misdiagnosesmisdiagnosesmisdiagnosesmisdiagnoses youryouryouryour illnessillnessillnessillness,,,, who’swho’swho’swho’s liable?liable?liable?liable? A robotA robotA robotA robot spiesspiesspiesspies onononon youryouryouryour spousespousespousespouse whowhowhowho cheatscheatscheatscheats,,,, shallshallshallshall hehehehe report? Data protection issuereport? Data protection issuereport? Data protection issuereport? Data protection issue A robotA robotA robotA robot createscreatescreatescreates a newa newa newa new songsongsongsong:::: whowhowhowho ownsownsownsowns itititit???? WhatWhatWhatWhat if theif theif theif the songsongsongsong soundssoundssoundssounds similarsimilarsimilarsimilar totototo thatthatthatthat of aof aof aof a copyrightedcopyrightedcopyrightedcopyrighted workworkworkwork? Who’s liable for the? Who’s liable for the? Who’s liable for the? Who’s liable for the infringementinfringementinfringementinfringement???? Bots:Bots:Bots:Bots: httphttphttphttp://://://://motherboard.vice.com/read/themotherboard.vice.com/read/themotherboard.vice.com/read/themotherboard.vice.com/read/the----bestbestbestbest----thingsthingsthingsthings----aaaa----randomrandomrandomrandom----botbotbotbot----boughtboughtboughtbought---- onononon----thethethethe----darknetdarknetdarknetdarknet AnAnAnAn inventorinventorinventorinventor patentspatentspatentspatents new robots:new robots:new robots:new robots: https://https://https://https://www.google.com/patents/US5952796www.google.com/patents/US5952796www.google.com/patents/US5952796www.google.com/patents/US5952796 ???? You dontYou dontYou dontYou dont wantwantwantwant to drive anto drive anto drive anto drive an autonomousautonomousautonomousautonomous car, but thecar, but thecar, but thecar, but the insuranceinsuranceinsuranceinsurance companycompanycompanycompany refuses torefuses torefuses torefuses to provideprovideprovideprovide aaaa contractcontractcontractcontract A robot inA robot inA robot inA robot in humanhumanhumanhuman formformformform isisisis gettinggettinggettinggetting beat in thebeat in thebeat in thebeat in the streetstreetstreetstreet by policeby policeby policeby police officersofficersofficersofficers Right to dignity?; but the robot has killed someone: right to shoot him down? Death penalty for Bots? Right to procreate, to dignity, to decent funerals?
  • 36. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Regulatory needs and possible approaches? NeedsNeedsNeedsNeeds Updates in existing law ? Design new laws (emergence)? ApproachesApproachesApproachesApproaches:::: Ex ante: embedding law in Robot code (> human)? Ex post: enforcing law to Robot conduct (< human)?
  • 37. www.lcii.euwww.lcii.euwww.lcii.euwww.lcii.eu Asimov’s three laws of robotics (1950) DeviceDeviceDeviceDevice that is wellthat is wellthat is wellthat is well----suited for work that is too dull, dirty or dangeroussuited for work that is too dull, dirty or dangeroussuited for work that is too dull, dirty or dangeroussuited for work that is too dull, dirty or dangerous for realfor realfor realfor real humanshumanshumanshumans Safety feature introduced in all botsSafety feature introduced in all botsSafety feature introduced in all botsSafety feature introduced in all bots LAWLAWLAWLAW 1:1:1:1: A robot may not injure a human being or, through inaction, allow a human being to come to harm; LAWLAWLAWLAW 2:2:2:2: A robot must obey the orders given it by human beings except where such orders would conflict with the First Law; LAWLAWLAWLAW 3:3:3:3: A robot must protect its own existence as long as such protection does not conflict with the First or Second Laws In later fiction where robots had taken responsibility for government of whole planets and human civilizations, Asimov also added a fourth, or zeroth law, to precede the others: LAW 0:LAW 0:LAW 0:LAW 0: A robot may not harm humanity, or, by inaction, allow humanity to come to harm