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Showing posts sorted by date for query communication. Sort by relevance Show all posts

AI Glossary - What Is ARIS?

 



ARIS is a commercially available artificial intelligence system that aids in the assignment of airport gates to inbound planes.

It assigns airport gates and provides an overall perspective of current operations to human decision makers using rule-based reasoning, constraint propagation, and spatial planning.

Using Ascent Technology's fully-integrated From Touchdown to Takeoff® cloud-hosted service, ARIS is a part of the SmartAirport Operations Center solution allows you to deploy human and physical resources on the ground to maximum advantage, even in the face of inevitable delays to your operations.


The SmartAirport Information Manager tools let you to codify and modify your business information, store it in a secure yet flexible repository, and share it throughout your company to facilitate collaborative decision-making. 


They also allow you to develop, amend, and manage flight schedules that drive resource allocation choices, as well as connect the SmartAirport Operations Center to other systems. 

ARIS/SmartBase airport database (AODB), ARIS/SmartBus communication middleware, ARIS/Reports data analyzer, ARIS/SL schedule loader, ARIS/SB schedule builder, and ARIS/BIS billing-information system are some of the company's most popular products.


~ Jai Krishna Ponnappan

Find Jai on Twitter | LinkedIn | Instagram


AI - SyNAPSE

 


 

Project SyNAPSE (Systemsof Neuromorphic Adaptive Plastic Scalable Electronics) is a collaborativecognitive computing effort sponsored by the Defense Advanced Research ProjectsAgency to develop the architecture for a brain-inspired neurosynaptic computercore.

The project, which began in 2008, is a collaboration between IBM Research, HRL Laboratories, and Hewlett-Packard.

Researchers from a number of universities are also involved in the project.


The acronym SyNAPSE comes from the Ancient Greek word v, which means "conjunction," and refers to the neural connections that let information go to the brain.



The project's purpose is to reverse-engineer the functional intelligence of rats, cats, or potentially humans to produce a flexible, ultra-low-power system for use in robots.

The initial DARPA announcement called for a machine that could "scale to biological levels" and break through the "algorithmic-computational paradigm" (DARPA 2008, 4).

In other words, they needed an electronic computer that could analyze real-world complexity, respond to external inputs, and do so in near-real time.

SyNAPSE is a reaction to the need for computer systems that can adapt to changing circumstances and understand the environment while being energy efficient.

Scientists at SyNAPSE are working on neuromorphicelectronics systems that are analogous to biological nervous systems and capable of processing data from complex settings.




It is envisaged that such systems would gain a considerable deal of autonomy in the future.

The SyNAPSE project takes an interdisciplinary approach, drawing on concepts from areas as diverse as computational neuroscience, artificial neural networks, materials science, and cognitive science.


Basic science and engineering will need to be expanded in the following areas by SyNAPSE: 


  •  simulation—for the digital replication of systems in order to verify functioning prior to the installation of material neuromorphological systems.





In 2008, IBM Research and HRL Laboratories received the first SyNAPSE grant.

Various aspects of the grant requirements were subcontracted to a variety of vendors and contractors by IBM and HRL.

The project was split into four parts, each of which began following a nine-month feasibility assessment.

The first simulator, C2, was released in 2009 and operated on a BlueGene/P supercomputer, simulating cortical simulations with 109 neurons and 1013 synapses, similar to those seen in a mammalian cat brain.

Following a revelation by the Blue Brain Project leader that the simulation did not meet the complexity claimed, the software was panned.

Each neurosynaptic core is 2 millimeters by 3 millimeters in size and is made up of materials derived from human brain biology.

The cores and actual brains have a more symbolic than comparable relationship.

Communication replaces real neurons, memory replaces synapses, and axons and dendrites are replaced by communication.

This enables the team to explain a biological system's hardware implementation.





HRL Labs stated in 2012 that it has created the world's first working memristor array layered atop a traditional CMOS circuit.

The term "memristor," which combines the words "memory" and "transistor," was invented in the 1970s.

Memory and logic functions are integrated in a memristor.

In 2012, project organizers reported the successful large-scale simulation of 530 billion neurons and 100 trillion synapses on the Blue Gene/Q Sequoia machine at Lawrence Livermore National Laboratory in California, which is the world's second fastest supercomputer.





The TrueNorth processor, a 5.4-billion-transistor chip with 4096 neurosynaptic cores coupled through an intrachip network that includes 1 million programmable spiking neurons and 256 million adjustable synapses, was presented by IBM in 2014.

Finally, in 2016, an end-to-end ecosystem (including scalable systems, software, and apps) that could fully use the TrueNorth CPU was unveiled.

At the time, there were reports on the deployment of applications such as interactive handwritten character recognition and data-parallel text extraction and recognition.

TrueNorth's cognitive computing chips have now been put to the test in simulations like a virtual-reality robot driving and playing the popular videogame Pong.

DARPA has been interested in the construction of brain-inspired computer systems since the 1980s.

Dharmendra Modha, director of IBM Almaden's Cognitive ComputingInitiative, and Narayan Srinivasa, head of HRL's Center for Neural and Emergent Systems, are leading the Project SyNAPSE project.


~ Jai Krishna Ponnappan

Find Jai on Twitter | LinkedIn | Instagram


You may also want to read more about Artificial Intelligence here.



See also: 


Cognitive Computing; Computational Neuroscience.


References And Further Reading


Defense Advanced Research Projects Agency (DARPA). 2008. “Systems of Neuromorphic Adaptive Plastic Scalable Electronics.” DARPA-BAA 08-28. Arlington, VA: DARPA, Defense Sciences Office.

Hsu, Jeremy. 2014. “IBM’s New Brain.” IEEE Spectrum 51, no. 10 (October): 17–19.

Merolla, Paul A., et al. 2014. “A Million Spiking-Neuron Integrated Circuit with a Scalable Communication Network and Interface.” Science 345, no. 6197 (August): 668–73.

Monroe, Don. 2014. “Neuromorphic Computing Gets Ready for the (Really) Big Time.” Communications of the ACM 57, no. 6 (June): 13–15.




AI - Spiritual Robots.

 




In April 2000, Indiana University cognitive scientist Douglas Hofstadter arranged a symposium called "Will Spiritual Robots Replace Humanity by 2100?" at Stanford University.


Frank Drake, astronomer and SETI director, John Holland, creator of genetic algorithms, Bill Joy of Sun Microsystems, computer scientist John Koza, futurist Ray Kurzweil, public key cryptography architect Ralph Merkle, and roboticist Hans Moravec were among the panelists.


Several of the panelists gave their thoughts on the conference's theme based on their own writings.


  • Kurzweil's optimistic futurist account of artificial intelligence, The Age of Spiritual Machines, had just been published (1999).
  • In Robot: Mere Machine to Transcendent Mind, Moravec presented a positive picture of machine superintelligence (1999).
  • Bill Joy had just written a story for Wired magazine called "Why the Future Doesn't Need Us" on the triple technological danger posed by robots, genetic engineering, and nanotechnology (2000).
  • Only Hofstadter believed that Moore's Law doublings of transistors on integrated circuits may lead to spiritual robots as a consequence of the tremendous increase in artificial intelligence technologies.



Is it possible for robots to have souls? 


Can they exercise free will and separate themselves from humanity? 


What does it mean to have a soul for an artificial intelligence? 


Questions like these have been asked since the days of golems, Pinocchio, and the Tin Man, but they are becoming more prevalent in modern writing on religion, artificial intelligence, and the Technological Singularity.



Japan's robotics leadership started with puppetry.


Takemoto Giday and playwright Chikamatsu Monzaemon founded the Takemoto-za in Osaka's Dotonbori district in 1684 to perform bunraku, a theatrical extravaganza involving one-half life-size wooden puppets dressed in elaborate costumes, each controlled by three black-clad onstage performers: a principal puppeteer and two assistants.

Bunraku exemplifies Japan's long-standing fascination in bringing inanimate items to life.

Japan is a world leader in robotics and artificial intelligence today, thanks to a grueling postwar rebuilding effort known as gijutsu rikkoku (nation building via technology).


Television was one of the first technologies to be widely used under technonationalism.

The Japanese government hoped that print and electronic media would encourage people to dream of an electronic lifestyle and reconnect with the global economy by encouraging them to employ innovative technology to do so.

As a result, Japan has become a major culture rival to the United States.

Manga and anime, which feature intelligent and humanlike robots, mecha, and cyborgs, are two of Japan's most recognizable entertainment exports.


The notion of spiritual machinery is widely accepted in Japan's Buddhist and Shinto worldviews.


Masahiro Mori, a roboticist at Tokyo Institute of Technology, has proposed that a sufficiently powerful artificial intelligence may one day become a Buddha.

Mindar, a robot based on the Goddess of Mercy Kannon Bodhisattva, is a new priest at Kyoto's Kodaiji temple.

Mindar is capable of presenting a sermon on the popular Heart Sutra ("form is empty, emptiness is form") while moving arms, head, and torso, and costs a million dollars.

Robot partners are accepted because they are among the things thought to be endowed with kami, the spirit or divinity shared by the gods, nature, objects, and people in the Shinto faith.

In Japan, Shinto priests are still periodically summoned to consecrate or bless new and abandoned electronic equipment.

The Kanda-Myokin Shrine, which overlooks Tokyo's Akihabara electronics retail area, provides prayer, rituals, and talismans aimed at purifying or conferring heavenly protection on items like smart phones, computer operating systems, and hard drives.



Americans, on the other hand, are just now starting to grapple with issues of robot identity and spirituality.


This is partly due to the fact that America's leading faiths have their roots in Christian rites and practices, which have traditionally been adverse to science and technology.


However, the histories of Christianity and robotics are intertwined.

In the 1560s, Philip II of Spain, for example, commissioned the first mechanical monk.


Mechanical automata, according to Stanford University historian Jessica Riskin (2010), are uniquely Catholic in origin.


They allowed for computerized reenactments of biblical tales in churches and cathedrals, as well as artificial equivalents of real humans and celestial entities like as angels for study and contemplation.

They also aided Renaissance and early modern Christian thinkers and theologians in contemplating conceptions of motion, life, and the incorporeal soul.

By the middle of the eighteenth century, "There was no dichotomy between machinery and divinity or vitality in the culture of living machinery that surrounded these machines," Riskin writes.



"On the contrary, the automata symbolized spirit in all of its bodily manifestations, as well as life at its most vibrant" (Riskin 2010, 43).

That spirit is still alive and well today.


SanTO, described as a robot with "divine qualities" and "the first Catholic robot," was unveiled at a conference of the Institute of Electrical and Electronics Engineers in New Delhi in 2019. (Trovato et al. 2019).


In reformist churches, robots are also present.

To commemorate the 500th anniversary of the Reformation, the Protestant churches of Hesse and Nassau unveiled the interactive, multilingual BlessU-2 robot in 2017.

The robot, as its name indicates, selects specific blessings for particular attendees.

The Massachusetts Institute of Technology's God and Computers Project intended to establish a conversation between academics developing artificial intelligence and religious experts.


She characterized herself as a "theological counselor" to MIT's Humanoid Robotics Group's emotional AI experimental robots Cog and Kismet.


Foerst concluded that embodied AI becomes engaged in the divine image of God, develops human capabilities and emotional sociability, and shares equal dignity as a creature in the universe via exercises in machine-man connection, intersubjectivity, and ambiguity.

"Victor Frankenstein and his creation may now be pals." 

Frankenstein will be able to accept that his creation, which he saw as a machine and an objective entity, had evolved into a human person" (Foerst 1996, 692).



Deep existential concerns about Christian thinking and conduct are being raised by robots and artificial intelligence.


Since the 1980s, according to theologian Michael DeLashmutt of the Episcopal Church's General Theological Seminary, "proliferating digital technologies have given birth to a cultural mythology that presents a rival theological paradigm to the one presented by kerygmatic Christian theology" (DeLashmutt 2006, i).



DeLashmutt opposes techno-theology for two reasons.


First, technology is not inherently immutable, and as such, it should not be reified or given autonomy, but rather examined.

Second, information technology isn't the most reliable tool for comprehending the world and ourselves.


In the United States, smart robots are often considered as harbingers of economic disruption, AI domination, and even doomsday.

Several times, Pope Francis has brought up the subject of artificial intelligence ethics.

He discussed the matter with Microsoft President Brad Smith in 2019.

The Vatican and Microsoft have teamed together to award a prize for the finest PhD dissertation on AI for social benefit.

In 2014, creationist academics at Matthews, North Carolina's Southern Evangelical Seminary & Bible College bought an Aldebaran Nao humanoid robot to much fanfare.

The seminarians wanted to learn about self-driving cars and think about the ethics of new intelligent technology in the perspective of Christian theology.



The Ethics and Religious Liberty Commission of the Southern Baptist Convention produced the study "Artificial Intelligence: An Evangelical Statement of Principles" in 2019, rejecting any AI's intrinsic "identity, value, dignity, or moral agency" (Southern Baptist Convention 2019).



Jim Daly of Focus on the Family, Mark Galli of Christianity Today, and theologians Wayne Grudem and Richard Mouw were among the signatories.

Some evangelicals argue that transhumanist ideas regarding humanity's perfectibility via technology are incompatible with faith in Jesus Christ's perfection.

The Christian Transhumanist Association and the Mormon Transhumanist Association both oppose this viewpoint.

Both organizations acknowledge that science, technology, and Christian fellowship all contribute to affirming and exalting humanity as beings created in the image of God.


Robert Geraci, a religious studies professor at Manhattan College, wonders if people "could really think that robots are aware if none of them exercise any religion" (Geraci 2007).


He observes that in the United States, Christian sentiment favors virtual, immaterial artificial intelligence software over materialist robot bodies.

He compares Christian faith in the immortality of the soul to transhumanists' desire for entire brain emulation or mind uploading into a computer.

Mind, according to neuroscientists, is an emergent characteristic of the human brain's 86 billion neurons' networking.

Christian longing for transcendence have similarities to this intellectual construct.



Artificial intelligence's eschatology also contains a concept of freedom from death or agony; in this instance, the afterlife is cyberspatial.


New faiths, at least in part inspired by artificial intelligence, are gaining popularity.

The Church of Perpetual Life, based in Hollywood, Florida, is a transhumanist worship institution dedicated to the advancement of life-extension technology.

Cryonics pioneers Saul Kent and Bill Faloon launched the church in 2013.

Artificial intelligence serial entrepreneur Peter Voss and Transhumanist Party presidential candidate Zoltan Istvan are among the professionals in artificial intelligence and transhumanism who have visited the center.

Martine and Gabriel Rothblatt formed the Terasem Movement, a religion related with cryonics and transhumanism.



"Life is intentional, death is voluntary, god is technical, and love is fundamental," the faith's basic doctrines state (Truths of Terasem 2012).


The realistic Bina48 robot, created by Hanson Robotics and modeled after Martine's husband, is in part a demonstration of Terasem's mindfile-based algorithm, which Terasem believes could one day allow legitimate mind uploading into an artificial substrate (and maybe even bring about everlasting life).

Heaven, according to Gabriel Rothblatt, is similar to a virtual reality simulation.

Anthony Levandowski, an engineer who oversaw the teams that produced Google and Uber's self-driving vehicles, launched The Way of the Future, an AI-based religion.



Levandowski is driven by a desire to build a superintelligent, artificial god with Christian morals.


"If anything becomes much, much smarter in the future," he continues, "there will be a changeover as to who is truly in command." 

"What we want is for the planet's control to pass peacefully and peacefully from people to whoever." 

And to make sure that 'whatever' understands who assisted it in getting along" (Harris 2017).

He is driven to ensure that artificial intelligences have legal rights and are fully integrated into human society.



Spiritual robots have become a popular science fiction motif.


Cutie (QT-1) convinces other robots that human people are too mediocre to be their creators in Isaac Asimov's short tale "Reason" (1941).


Instead, Cutie (QT-1) encourages them to worship the power plant on their space station, calling it the Master of both machines and mankind.

The Mission for Saint Aquin (1951), by Anthony Boucher, is a postapocalyptic novelette that pays tribute to Asimov's "Reason."


It follows a priest called Thomas on a postapocalyptic quest to find the famous evangelist Saint Aquin's last resting place (Boucher patterns Saint Aquin after St. Thomas Aquinas, who used Aristotelian logic to prove the existence of God).


Saint Aquin's corpse is said to have never decayed.

The priest rides a robass (robot donkey) with artificial intelligence; the robass is an atheist and tempter who can engage in theological debate with the priest.

When Saint Aquin is finally discovered after many trials, he is revealed to be an incorruptible android theologian.

Thomas is certain of the accomplishment of his quest—he has discovered a robot with a logical brain that, although manufactured by a human, believes in God.


In Stanislaw Lem’s novella “Trurl and the Construction of Happy Worlds” (1965), a box-dwelling robot race created by a robot engineer is persuaded that their habitat is a paradise to which all other creatures should aspire.


The robots form a religion and begin making preparations to drill a hole in the box in order to bring everyone outside the box into their paradise, willingly or unwillingly.

The constructor of the robots is enraged by this idea, and he destroys them.

Clifford D. Simak, a science fiction grandmaster, is also known for his spiritual robots.



Hezekiel is a robot abbot who leads a Christian congregation of other robots in a monastery in A Choice of Gods (1972).


The group has received a communication from The Principle, a god-like creature, although Hezekiel believes that "God must always be a pleasant old (human) gentleman with a long, white, flowing beard" (Simak 1972, 158).

The robot monks in Project Pope (1981) are on the lookout for paradise and the meaning of the cosmos.

John, a mechanical gardener, tells the Pope that he believes he has a soul.

The Pope, on the other hand, is not so sure.

Because humans refuse to let robots to their churches, the robots establish their own Vatican-17 on a faraway planet.

A massive computer serves as the Pope of the Robots.

Androids idolize their creator Simeon Krug in Robert Silverberg's Hugo-nominated novel Tower of Glass (1970), hoping that he would one day free them from harsh slavery.

They leave faith and rebel when they learn Krug is uninterested in their freedom.

Silverberg's Nebula award-winning short story "Good News from the Vatican" (1971) is about an artificially intelligent robot who is elected Pope Sixtus the Seventh as a compromise candidate.


"If he's elected," Rabbi Mueller continues, "he wants an instant time-sharing arrangement with the Dalai Lama, as well as a reciprocal plug-in with the chief programmer of the Greek Orthodox church, just to start" (Silverberg 1976, 269).

Television shows often include spiritual robots.


In the British science fiction comedy Red Dwarf (1988–1999), sentient computers are equipped with belief chips, which convince them of the existence of silicon paradise.


At the animated television series Futurama (1999–2003, 2008–2013), robots worship in the Temple of Robotology, where Reverend Lionel Preacherbot delivers sermons.

The artificial Cylons are monotheists in the popular reboot and reinterpretation of the Battlestar Galactica television series (2003–2009), whereas the humans of the Twelve Colonies are polytheists.



~ Jai Krishna Ponnappan

Find Jai on Twitter | LinkedIn | Instagram


You may also want to read more about Artificial Intelligence here.



See also: 

Foerst, Anne; Nonhuman Rights and Personhood; Robot Ethics; Technological Singularity.


References & Further Reading:


DeLashmutt, Michael W. 2006. “Sketches Towards a Theology of Technology: Theological Confession in a Technological Age.” Ph.D. diss., University of Glasgow.

Foerst, Anne. 1996. “Artificial Intelligence: Walking the Boundary.” Zygon 31, no. 4: 681–93.

Geraci, Robert M. 2007. “Religion for the Robots.” Sightings, June 14, 2007. https://web.archive.org/web/20100610170048/http://divinity.uchicago.edu/martycenter/publications/sightings/archive_2007/0614.shtml.

Harris, Mark. 2017. “Inside the First Church of Artificial Intelligence.” Wired, November 15, 2017. https://www.wired.com/story/anthony-levandowski-artificial-intelligence-religion/.

Riskin, Jessica. 2010. “Machines in the Garden.” Arcade: A Digital Salon 1, no. 2 (April 30): 16–43.

Silverberg, Robert. 1970. Tower of Glass. New York: Charles Scribner’s Sons.

Simak, Clifford D. 1972. A Choice of Gods. New York: Ballantine.

Southern Baptist Convention. Ethics and Religious Liberty Commission. 2019. “Artificial Intelligence: An Evangelical Statement of Principles.” https://erlc.com/resource-library/statements/artificial-intelligence-an-evangelical-statement-of-principles/

Trovato, Gabriele, Franco Pariasca, Renzo Ramirez, Javier Cerna, Vadim Reutskiy, Laureano Rodriguez, and Francisco Cuellar. 2019. “Communicating with SanTO: The First Catholic Robot.” In 28th IEEE International Conference on Robot and Human Interactive Communication, 1–6. New Delhi, India, October 14–18.

Truths of Terasem. 2012. https://terasemfaith.net/beliefs/.

 

AI - Smart Homes And Smart Cities.

 



Projects to develop the infrastructure for smart cities and houses are involving public authorities, professionals, businessmen, and residents all around the world.


These smart cities and houses make use of information and communication technology (ICT) to enhance quality of life, local and regional economies, urban planning and transportation, and government.


Urban informatics is a new area that gathers data, analyzes patterns and trends, and utilizes the information to implement new ICT in smart cities.

Data may be gathered from a number of different sources.

Surveillance cameras, smart cards, internet of things sensor networks, smart phones, RFID tags, and smart meters are just a few examples.

In real time, any kind of data may be captured.

Passenger occupancy and flow may be used to obtain data on mass transit utilization.

Road sensors can count cars on the road or in parking lots.



They may also use urban machine vision technologies to determine individual wait times for local government services.


From public thoroughfares and sidewalks, license plate numbers and people's faces may be identified and documented.

Tickets may be issued, and statistics on crime can be gathered.

The information gathered in this manner may be compared to other big datasets on neighborhood income, racial and ethnic mix, utility reliability statistics, and air and water quality indices.



Artificial intelligence (AI) may be used to build or improve city infrastructure.




Stop signal frequencies at crossings are adjusted and optimized based on data acquired regarding traffic movements.


This is known as intelligent traffic signaling, and it has been found to cut travel and wait times, as well as fuel consumption, significantly.

Smart parking structures assist cars in quickly locating available parking spaces.


Law enforcement is using license plate identification and face recognition technologies to locate suspects and witnesses at crime scenes.

Shotspotter, a business that triangulates the position of gunshots using a sensor network placed in special streetlights, tracked and informed police agencies to over 75,000 bullets fired in 2018.

Information on traffic and pedestrian deaths is also being mined via big data initiatives.

Vision Zero is a global highway safety initiative that aspires to decrease road fatalities to zero.

Data analysis using algorithms has resulted in road safety efforts as well as road redesign that has saved lives.



Cities have also been able to respond more swiftly to severe weather occurrences because to ubiquitous sensor technology.


In Seattle, for example, conventional radar data is combined with RainWatch, a network of rain gauges.

Residents get warnings from the system, and maintenance staff are alerted to possible problem places.

Transport interconnection enabling completely autonomous autos is one long-term aim for smart cities.

At best, today's autonomous cars can monitor their surroundings to make judgments and avoid crashes with other vehicles and numerous road hazards.

However, cars that connect with one another in several directions are likely to create fully autonomous driving systems.

Collisions are not only averted, but also prevented in these systems.


Smart cities are often mentioned in conjunction with smart economy initiatives and foreign investment development by planners.


Data-driven entrepreneurial innovation, as well as productivity analyses and evaluation, might be indicators of sensible economic initiatives.

Some smart towns want to emulate Silicon Valley's success.

Neom, Saudi Arabia, is one such project.

It is a proposed megacity city that is expected to cost half a trillion dollars to build.

Artificial intelligence is seen as the new oil in the city's ambitions, despite sponsorship by Saudi Aramco, the state-owned petroleum giant.

Everything will be controlled by interconnected computer equipment and future artificial intelligence decision-making, from home technology to transportation networks and electronic medical record distribution.


One of Saudi Arabia's most significant cultural activities—monitoring the density and pace of pilgrims around the Kaaba in Mecca—has already been entrusted to AI vision technologies.

The AI is intended to avert a disaster on the scale of the 2015 Mina Stampede, which claimed the lives of 2,000 pilgrims.

The use of highly data-driven and targeted public services is another trademark of smart city programs.

Information-driven agencies are frequently referred to as "smart" or "e-government" when they work together.


Open data projects to encourage openness and shared engagement in local decision-making might be part of smart governance.


Local governments will collaborate with contractors to develop smart utility networks for the provision of electricity, telecommunications, and the internet.

Waste bins are linked to the global positioning system and cloud servers, alerting vehicles when garbage is ready for pickup, allowing for smart waste management and recycling initiatives in Barcelona.

Lamp poles have been converted into community wi-fi hotspots or mesh networks in certain areas to provide pedestrians with dynamic lighting safety.

Forest City in Malaysia, Eko Atlantic in Nigeria, Hope City in Ghana, Kigamboni New City in Tanzania, and Diamniadio Lake City in Senegal are among the high-tech centres proposed or under development.


Artificial intelligence is predicted to be the brain of the smart city in the future.


Artificial intelligence will personalize city experiences to match the demands of specific inhabitants or tourists.

Through customized glasses or heads-up displays, augmented systems may give virtual signs or navigational information.

Based on previous use and location data, intelligent smartphone agents are already capable of predicting user movements.


Artificial intelligence technologies are used in smart homes in a similar way.


Google Home and other smart hubs now integrate with over 5,000 different types of smart gadgets sold by 400 firms to create intelligent environments in people's homes.

Amazon Echo is Google Home's main rival.

These kinds of technologies can regulate heating, ventilation, and air conditioning, as well as lighting and security, as well as household products like smart pet feeders.

In the early 2000s, game-changing developments in home robotics led to widespread consumer acceptance of iRobot's Roomba vacuum cleaner.

Obsolescence, proprietary protocols, fragmented platforms and interoperability issues, and unequal technological standards have all plagued such systems in the past.


Machine learning is being pushed forward by smart houses.


Smart technology' analytical and predictive capabilities are generally regarded as the backbone of one of the most rapidly developing and disruptive commercial sectors: home automation.

To function properly, the smarter connected home of the future needs collect fresh data on a regular basis in order to develop.

Smart houses continually monitor the interior environment and use aggregated past data to establish settings and functionalities in buildings with smart components installed.

Smart houses may one day anticipate their owners' requirements, such as automatically changing blinds as the sun and clouds move across the sky.

A smart house may produce a cup of coffee at precisely the correct time, order Chinese takeout, or play music based on the resident's mood as detected by emotion detectors.


Pervasive, sophisticated technologies are used in smart city and household AI systems.


The benefits of smart cities are many.

Smart cities pique people's curiosity because of its promise for increased efficiency and convenience.

It's enticing to live in a city that anticipates and easily fulfills personal wants.

Smart cities, however, are not without their detractors.

Smart havens, if left uncontrolled, have the ability to cause major privacy invasion via continuous video recording and microphones.

Google contractors might listen to recordings of exchanges with users of its famous Google Assistant artificial intelligence system, according to reports in 2019.


The influence of smart cities and households on the environment is yet unknown.


Biodiversity considerations are often ignored in smart city ideas.


Critical habitat is routinely destroyed in order to create space for the new cities that tech entrepreneurs and government officials desire.

Conventional fossil-fuel transportation methods continue to reign supreme in smart cities.

The future viability of smart homes is likewise up in the air.

A recent research in Finland found that improved metering and consumption monitoring did not successfully cut smart home power use.


In reality, numerous smart cities that were built from the ground up are now almost completely empty.


Many years after their initial construction, China's so-called ghost cities, such as Ordos Kangbashi, have attained occupancy levels of one-third of all housing units.

Despite direct, automated vacuum waste collection tubes in individual apartments and building elevators timed to the arrival of residents' automobiles, Songdo, Korea, an early "city in a box," has not lived up to promises.


Smart cities are often portrayed as impersonal, elitist, and costly, which is the polar opposite of what the creators intended.

Songdo exemplifies the smart city trend in many aspects, with its underpinning structure of ubiquitous computing technologies that power everything from transportation systems to social networking channels.

The unrivaled integration and synchronization of services is made possible by the coordination of all devices.

As a result, by turning the city into an electronic panopticon or surveillance state for observing and controlling residents, the city simultaneously weakens the protective advantages of anonymity in public settings.


Authorities studying smart city infrastructures are now fully aware of the computational biases of proactive and predictive policing.



~ Jai Krishna Ponnappan

Find Jai on Twitter | LinkedIn | Instagram


You may also want to read more about Artificial Intelligence here.



See also: 

Biometric Privacy and Security; Biometric Technology; Driverless Cars and Trucks; Intelligent Transportation; Smart Hotel Rooms.


References & Further Reading:


Albino, Vito, Umberto Berardi, and Rosa Maria Dangelico. 2015. “Smart Cities: Definitions, Dimensions, Performance, and Initiatives.” Journal of Urban Technology 22, no. 1: 3–21.

Batty, Michael, et al. 2012. “Smart Cities of the Future.” European Physical Journal Special Topics 214, no. 1: 481–518.

Friedman, Avi. 2018. Smart Homes and Communities. Mulgrave, Victoria, Australia: Images Publishing.

Miller, Michael. 2015. The Internet of Things: How Smart TVs, Smart Cars, Smart Homes, and Smart Cities Are Changing the World. Indianapolis: Que.

Shepard, Mark. 2011. Sentient City: Ubiquitous Computing, Architecture, and the Future of Urban Space. New York: Architectural League of New York.

Townsend, Antony. 2013. Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia. New York: W. W. Norton & Company.





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