Showing posts with label Technological Singularity. Show all posts
Showing posts with label Technological Singularity. Show all posts

Artificial Intelligence - AI And Post-Scarcity.

 





Post-scarcity is a controversial idea about a future global economy in which a radical abundance of products generated at low cost utilizing sophisticated technologies replaces conventional human labor and wage payment.

Engineers, futurists, and science fiction writers have proposed a wide range of alternative economic and social structures for a post-scarcity world.

Typically, these models rely on hyperconnected systems of artificial intelligence, robotics, and molecular nanofactories and manufacturing to overcome scarcity—an pervasive aspect of current capitalist economy.

In many scenarios, sustainable energy comes from nuclear fusion power plants or solar farms, while materials come from asteroids mined by self-replicating smart robots.







Other post-industrial conceptions of socioeconomic structure, such as the information society, knowledge economy, imagination age, techno-utopia, singularitarianism, and nanosocialism, exist alongside post-scarcity as a material and metaphorical term.

Experts and futurists have proposed a broad variety of dates for the transition from a post-industrial capitalist economy to a post-scarcity economy, ranging from the 2020s to the 2070s and beyond.

The "Fragment on Machines" unearthed in Karl Marx's (1818–1883) unpublished notebooks is a predecessor of post-scarcity economic theory.

Advances in machine automation, according to Marx, would diminish manual work, cause capitalism to collapse, and usher in a socialist (and ultimately communist) economic system marked by leisure, artistic and scientific inventiveness, and material prosperity.





The modern concept of a post-scarcity economy can be traced back to political economist Louis Kelso's (1913–1991) mid-twentieth-century descriptions of conditions in which automation causes a near-zero drop in the price of goods, personal income becomes superfluous, and self-sufficiency and perpetual vacations become commonplace.

Kelso advocated for more equitable allocation of social and political power through democratizing capital ownership distribution.

This is significant because in a post-scarcity economy, individuals who hold capital will also own the technologies that allow for plenty.

For example, entrepreneur Mark Cuban has predicted that the first trillionaire would be in the artificial intelligence industry.

Artificial intelligence serves as a constant and pervasive analytics platform in the post-scarcity economy, harnessing machine productivity.



AI directs the robots and other machinery that transform raw materials into completed products and run other critical services like transportation, education, health care, and water supply.

At practically every work-related endeavor, field of industry, and line of business, smart technology ultimately outperform humans.

Traditional professions and employment marketplaces are becoming extinct.

The void created by the disappearance of wages and salaries is filled by a government-sponsored universal basic income or guaranteed minimum income.

The outcomes of such a situation may be utopian, dystopian, or somewhere in the between.

Post-scarcity AI may be able to meet practically all human needs and desires, freeing individuals up to pursue creative endeavors, spiritual contemplation, hedonistic urges, and the pursuit of joy.

Alternatively, the aftermath of an AI takeover might be a worldwide disaster in which all of the earth's basic resources are swiftly consumed by self-replicating robots that multiply exponentially.

K. Eric Drexler (1955–), a pioneer in nanotechnology, coined the phrase "gray goo event" to describe this kind of worst-case ecological calamity.

An intermediate result might entail major changes in certain economic areas but not others.

According to Andrew Ware of the University of Cambridge's Centre for the Study of Existential Risk (CSER), AI will have a huge impact on agriculture, altering soil and crop management, weed control, and planting and harvesting (Ware 2018).

According to a survey of data compiled by the McKinsey Global Institute, managerial, professional, and administrative tasks are among the most difficult for an AI to handle—particularly in the helping professions of health care and education (Chui et al. 2016).

Science fiction writers fantasize of a society when clever machines churn out most material items for pennies on the dollar.

The matter duplicator in Murray Leinster's 1935 short tale "The Fourth Dimensional Demonstrator" is an early example.

Leinster invents a duplicator-unduplayer that takes use of the fact that the four-dimensional world (the three-dimensional physical universe plus time) has some thickness.

The technology snatches fragments from the past and transports them to the present.

Pete Davidson, who inherits the equipment from his inventor uncle, uses it to reproduce a banknote put on the machine's platform.

The note stays when the button is pressed, but it is joined by a replica of the note that existed seconds before the button was pressed.

Because the duplicate of the bill has the same serial number, this may be determined.



Davidson uses the equipment to comic effect, duplicating gold and then (accidentally) removing pet kangaroos, girlfriends, and police officers from the fourth dimension.

With Folded Hands (1947) by Jack Williamson introduces the Humanoids, a species of thinking black mechanicals who serve as domestics, doing all of humankind's labor and adhering to their responsibility to "serve and obey, and defend men from danger" (Williamson 1947, 7).

The robots seem to be well-intentioned, but they are slowly removing all meaningful work from human humans in the village of Two Rivers.

The Humanoids give every convenience, but they also eliminate any human risks, such as sports and alcohol, as well as any motivation to accomplish things for themselves.

Home doorknobs are even removed by the mechanicals since people should not have to make their own entries and exits.

People get anxious, afraid, and eventually bored.

For a century or more, science fiction writers have envisaged economies joined together by post-scarcity and vast possibility.

When an extraterrestrial species secretly dumps a score of matter duplicating machines on the planet, Ralph Williams' novella "Business as Usual, During Alterations" (1958) investigates human greed.

Each of the electrical machines, which have two metal pans and a single red button, is the same.

"A press of the button fulfills your heart's wish," reads a written caution on the duplicator.

It's also a chip embedded in human society's underpinnings.

It will be brought down by a few billion of these chips.

It's all up to you" (Williams 1968, 288).

Williams' narrative is set on the day the gadget emerges, and it takes place in Brown's Department Store.

John Thomas, the manager, has exceptional vision, understanding that the robots would utterly disrupt retail by eliminating both scarcity and the value of items.

Rather of attempting to create artificial scarcity, Thomas comes up with the concept of duplicating the duplicators and selling them on credit to clients.

He also reorients the business to offer low-cost items that can be duplicated in the pan.

Instead of testing humanity's selfishness, the extraterrestrial species is presented with an abundant economy based on a completely different model of production and distribution, where distinctive and varied items are valued above uniform ones.

The phrase "Business as Usual, During Changes" appears on occasion in basic economics course curricula.

In the end, William's story is similar to the long-tail distributions of more specialist products and services described by authors on the economic and social implications of high technology like Clay Shirky, Chris Anderson, and Erik Brynjolfsson.

In 1964, Leinster returned with The Duplicators, a short book. In this novel, the planet Sord Three's human civilization has lost much of its technological prowess, as well as all electrical devices, and has devolved into a rough approximation of feudal society.

Humans are only able to utilize their so-called dupliers to produce necessary items like clothing and silverware.

Dupliers have hoppers where vegetable matter is deposited and raw ingredients are harvested to create other, more complicated commodities, but they pale in comparison to the originals.

One of the characters speculates that this may be due to a missing ingredient or components in the feedstock.

It's also self-evident that when poor samples are repeated, the duplicates will be weaker.

The heavy weight of numerous, but poor products bears down on the whole community.

Electronics, for example, are utterly gone since machines cannot recreate them.

When the story's protagonist, Link Denham, arrives on the planet in unduplicated attire, they are taken aback.

"And dupliers released to mankind would amount to treason," Denham speculates in the story, referring to the potential untold wealth as well as the collapse of human civilization throughout the galaxy if the dupliers become known and widely used off the planet: "And dupliers released to mankind would amount to treason." If a gadget exists that can accomplish every kind of job that the world requires, people who are the first to own it are wealthy beyond their wildest dreams.

However, pride will turn wealth into a marketable narcotic.

Men will no longer work since their services are no longer required.

Men will go hungry because there is no longer any need to feed them" (Leinster 1964, 66–67).

Native "uffts," an intelligent pig-like species trapped in slavery as servants, share the planet alongside humans.

The uffts are adept at gathering the raw materials needed by the dupliers, but they don't have direct access to them.

They are completely reliant on humans for some of the commodities they barter for, particularly beer, which they like.

Link Denham utilizes his mechanical skill to unlock the secrets of the dupliers, allowing them to make high-value blades and other weapons, and finally establishes himself as a kind of Connecticut Yankee in King Arthur's Court.

Humans and uffts equally devastate the environment as they feed more and more vegetable stuff into the dupliers to manufacture the enhanced products, too stupid to take full use of Denham's rediscovery of the appropriate recipes and proportions.

This bothers Denham, who had hoped that the machines could be used to reintroduce modern agricultural implements to the planet, after which they could be used solely for repairing and creating new electronic goods in a new economic system he devised, dubbed "Householders for the Restoration of the Good Old Days" by the local humans.

The good times are ended soon enough, as humans plan the re-subjugation of the native uffts, prompting them to form a Ufftian Army of Liberation.

Link Denham deflects the uffts at first with generous helpings of bureaucratic bureaucracy, then liberates them by developing beer-brewing equipment privately, ending their need on the human trade.

The Diamond Age is a Hugo Award-winning bildungsroman about a society governed by nanotechnology and artificial intelligence, written by Neal Stephenson in 1995.

The economy is based on a system of public matter compilers, which are essentially molecular assemblers that act as fabricating devices and function similarly to K. Eric Drexler's proposed nanomachines in Engines of Creation (1986), which "guide chemical reactions by positioning reactive molecules with atomic precision" (Drexler 1986, 38).

All individuals are free to utilize the matter compilers, and raw materials and energy are given from the Source, a massive hole in the earth, through the Feed, a centralized utility system.

"Whenever Nell's clothing were too small, Harv would toss them in the deke bin and have the M.C. sew new ones for her." 

Tequila would use the M.C. to create Nell a beautiful outfit with lace and ribbons if they were going somewhere where they would see other parents with other girls" (Stephenson 1995, 53).

Nancy Kress's short tale "Nano Comes to Clifford Falls" (2006) examines the societal consequences of nanotechnology, which gives every citizen's desire.

It recycles the old but dismal cliche of humans becoming lazy and complacent when presented with technology solutions, but this time it adds the twist that males in a society suddenly free of poverty are at risk of losing their morals.

"Printcrime" (2006), a very short article initially published in the magazine Nature by Cory Doctorow, who, by no coincidence, releases free works under a liberal Creative Commons license.

The tale follows Lanie, an eighteen-year-old girl who remembers the day ten years ago when the cops arrived to her father's printer-duplicator, which he was employing to illegally create pricey, artificially scarce drugs.

One of his customers basically "shopped" him, alerting him of his activities.

Lanie's father had just been released from jail in the second part of the narrative.

He's immediately inquiring where he can "get a printer and some goop," acknowledging that printing "rubbish" in the past was a mistake, but then whispers to Lanie, "I'm going to produce more printers." There are a lot more printers.

There's one for everyone. That is deserving of incarceration.

That's worth a lot." Makers (2009), also by Cory Doctorow, is about a do-it-yourself (DIY) maker subculture that hacks technology, financial systems, and living arrangements to "find means of remaining alive and happy even while the economy is going down the toilet," as the author puts it (Doctorow 2009).

The impact of a contraband carbon nanotube printing machine on the world's culture and economy is the premise of pioneering cyberpunk author Bruce Sterling's novella Kiosk (2008).

Boroslav, the protagonist, is a popup commercial kiosk operator in a poor world nation, most likely a future Serbia.

He begins by obtaining a standard quick prototyping 3D printer.

Children buy cards to program the gadget and manufacture waxy, nondurable toys or inexpensive jewelry.

Boroslav eventually ends himself in the hands of a smuggled fabricator who can create indestructible objects in just one hue.

Those who return their items to be recycled into fresh raw material are granted refunds.

He is later discovered to be in possession of a gadget without the necessary intellectual property license, and in exchange for his release, he offers to share the device with the government for research purposes.

However, before handing up the gadget, he uses the fabricator to duplicate it and conceal it in the jungles until the moment is right for a revolution.

The expansive techno-utopian Culture series of books (1987–2012) by author Iain M. Banks involves superintelligences living alongside humans and aliens in a galactic civilization marked by space socialism and a post-scarcity economy.

Minds, benign artificial intelligences, manage the Culture with the assistance of sentient drones.

The sentient living creatures in the novels do not work since the Minds are superior and offer all the citizens need.

As the biological population indulges in hedonistic indulgences and faces the meaning of life and fundamental ethical dilemmas in a utilitarian cosmos, this reality precipitates all kinds of conflict.



~ Jai Krishna Ponnappan

Find Jai on Twitter | LinkedIn | Instagram


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




See also: 


Ford, Martin; Technological Singularity; Workplace Automation.



References & Further Reading:



Aguilar-Millan, Stephen, Ann Feeney, Amy Oberg, and Elizabeth Rudd. 2010. “The Post-Scarcity World of 2050–2075.” Futurist 44, no. 1 (January–February): 34–40.

Bastani, Aaron. 2019. Fully Automated Luxury Communism. London: Verso.

Chase, Calum. 2016. The Economic Singularity: Artificial Intelligence and the Death of Capitalism. San Mateo, CA: Three Cs.

Chui, Michael, James Manyika, and Mehdi Miremadi. 2016. “Where Machines Could Replace Humans—And Where They Can’t (Yet).” McKinsey Quarterly, July 2016. http://pinguet.free.fr/wheremachines.pdf.

Doctorow, Cory. 2006. “Printcrime.” Nature 439 (January 11). https://www.nature.com/articles/439242a.

Doctorow, Cory. 2009. “Makers, My New Novel.” Boing Boing, October 28, 2009. https://boingboing.net/2009/10/28/makers-my-new-novel.html.

Drexler, K. Eric. 1986. Engines of Creation: The Coming Era of Nanotechnology. New York: Doubleday.

Kress, Nancy. 2006. “Nano Comes to Clifford Falls.” Nano Comes to Clifford Fall and Other Stories. Urbana, IL: Golden Gryphon Press.

Leinster, Murray. 1964. The Duplicators. New York: Ace Books.

Pistono, Federico. 2014. Robots Will Steal Your Job, But That’s OK: How to Survive the Economic Collapse and Be Happy. Lexington, KY: Createspace.

Saadia, Manu. 2016. Trekonomics: The Economics of Star Trek. San Francisco: Inkshares.

Stephenson, Neal. 1995. The Diamond Age: Or, a Young Lady’s Illustrated Primer. New York: Bantam Spectra.

Ware, Andrew. 2018. “Can Artificial Intelligence Alleviate Resource Scarcity?” Inquiry Journal 4 (Spring): n.p. https://core.ac.uk/reader/215540715.

Williams, Ralph. 1968. “Business as Usual, During Alterations.” In 100 Years of Science Fiction, edited by Damon Knight, 285–307. New York: Simon and Schuster.

Williamson, Jack. 1947. “With Folded Hands.” Astounding Science Fiction 39, no. 5 (July): 6–45.


Artificial Intelligence - Who Is Hans Moravec?

 




Hans Moravec(1948–) is well-known in the computer science community as the long-time head of Carnegie Mellon University's Robotics Institute and an unashamed techno logical optimist.

For the last twenty-five years, he has studied and produced artificially intelligent robots at the CMU lab, where he is still an adjunct faculty member.

Moravec spent almost 10 years as a research assistant at Stanford University's groundbreaking Artificial Intelligence Lab before coming to Carnegie Mellon.

Moravec is also noted for his paradox, which states that, contrary to popular belief, it is simple to program high-level thinking skills into robots—as with chess or Jeopardy!—but difficult to transmit sensorimo tor agility.

Human sensory and motor abilities have developed over millions of years and seem to be easy, despite their complexity.

Higher-order cognitive abilities, on the other hand, are the result of more recent cultural development.

Geometry, stock market research, and petroleum engineering are examples of disciplines that are difficult for people to learn but easier for robots to learn.

"The basic lesson of thirty-five years of AI research is that the hard issues are simple, and the easy ones are hard," writes Steven Pinker of Moravec's scientific career.

Moravec built his first toy robot out of scrap metal when he was eleven years old, and his light-following electronic turtle and a robot operated by punched paper tape earned him two high school science fair honors.

He proposed a Ship of Theseus-like analogy for the viability of artificial brains while still in high school.

Consider replacing a person's human neurons one by one with precisely manufactured equivalents, he said.

When do you think human awareness will vanish? Is anybody going to notice? Is it possible to establish that the person is no longer human? Later in his career, Moravec would suggest that human knowledge and training might be broken down in the same manner, into subtasks that machine intelligences could take over.

Moravec's master's thesis focused on the development of a computer language for artificial intelligence, while his PhD research focused on the development of a robot that could navigate obstacle courses utilizing spatial representation methods.

The area of interest (ROI) in a scene was identified by these robot vision systems.

Moravec's early computer vision robots were extremely sluggish by today's standards, taking around five hours to go from one half of the facility to the other.

To measure distance and develop an internal picture of physical impediments in the room, a remote computer carefully analysed continuous video-camera images recorded by the robot from various angles.

Moravec finally developed 3D occupancy grid technology, which allowed a robot to create an awareness of a cluttered area in a matter of seconds.

Moravec's lab took on a new challenge by converting a Pontiac TransSport minivan into one of the world's first road-ready autonomous cars.

The self-driving minivan reached speeds of up to 60 miles per hour.

DANTE II, a robot capable of going inside the crater of an active volcano on Mount Spurr in Alaska, was also constructed by the CMU Robotics Institute.

While DANTE II's immediate aim was to sample harmful fumarole gases, a job too perilous for humans, it was also planned to demonstrate technologies for robotic expeditions to distant worlds.

The volcanic explorer robot used artificial intelligence to navigate the perilous, boulder-strewn terrain on its own.

Because such rovers produced so much visual and other sensory data that had to be analyzed and managed, Moravec believes that experience with mobile robots spurred the development of powerful artificial intelligence and computer vision methods.

For the National Aeronautics and Space Administration (NASA), Moravec's team built fractal branching ultra-dexterous robots ("Bush robots") in the 1990s.

These robots, which were proposed but never produced due to the lack of necessary manufacturing technologies, comprised of a branching hierarchy of dynamic articulated limbs, starting with a main trunk and splitting down into smaller branches.

As a result, the Bush robot would have "hands" at all scales, from macroscopic to tiny.

The tiniest fingers would be nanoscale in size, allowing them to grip very tiny objects.

Moravec said the robot would need autonomy and depend on artificial intelligence agents scattered throughout the robot's limbs and branches because to the intricacy of manipulating millions of fingers in real time.

He believed that the robots may be made entirely of carbon nanotube material, employing the quick prototyping technology known as 3D printers.

Moravec believes that artificial intelligence will have a significant influence on human civilization.

To stress the role of AI in change, he coined the concept of the "landscape of human capability," which physicist Max Tegmark has later converted into a graphic depiction.

Moravec's picture depicts a three-dimensional environment in which greater altitudes reflect more challenging jobs in terms of human difficulty.

The point where the swelling waters meet the shore reflects the line where robots and humans both struggle with the same duties.

Art, science, and literature are now beyond of grasp for an AI, but the sea has already defeated mathematics, chess, and the game Go.

Language translation, autonomous driving, and financial investment are all on the horizon.

More controversially, in two popular books, Mind Children (1988) and Robot: Mere Machine to Transcendent Mind (1989), Moravec engaged in future conjecture based on what he understood of developments in artificial intelligence research (1999).

In 2040, he said, human intellect will be surpassed by machine intelligence, and the human species would go extinct.

Moravec evaluated the functional equivalence between 50,000 million instructions per second (50,000 MIPS) of computer power and a gram of brain tissue and came up with this figure.

He calculated that home computers in the early 2000s equaled only an insect's nervous system, but that if processing power doubled every eighteen months, 350 million years of human intellect development could be reduced to just 35 years of artificial intelligence advancement.

He estimated that a hundred million MIPS would be required to create human-like universal robots.

Moravec refers to these sophisticated robots as our "mind children" in the year 2040.

Humans, he claims, will devise techniques to delay biological civilization's final demise.

Moravec, for example, was the first to anticipate what is now known as universal basic income, which is delivered by benign artificial superintelligences.

In a completely automated society, a basic income system would provide monthly cash payments to all individuals without any type of employment requirement.

Moravec is more concerned about the idea of a renegade automated corporation breaking its programming and refusing to pay taxes into the human cradle-to-grave social security system than he is about technological unemployment.

Nonetheless, he predicts that these "wild" intelligences will eventually control the universe.

Moravec has said that his books Mind Children and Robot may have had a direct impact on the last third of Stanley Kubrick's original screenplay for A.I. Artificial Intelligence (later filmed by Steven Spielberg).

Moravecs, on the other hand, are self-replicating devices in the science fiction books Ilium and Olympos.

Moravec defended the same physical fundamentalism he expressed in his high school thoughts throughout his life.

He contends in his most transhumanist publications that the only way for humans to stay up with machine intelligences is to merge with them by replacing sluggish human cerebral tissue with artificial neural networks controlled by super-fast algorithms.

In his publications, Moravec has blended the ideas of artificial intelligence with virtual reality simulation.


He's come up with four scenarios for the development of consciousness.

(1) human brains in the physical world, 

(2) a programmed AI implanted in a physical robot, 

(3) a human brain immersed in a virtual reality simulation, and 

(4) an AI functioning inside the boundaries of virtual reality All of them are equally credible depictions of reality, and they are as "real" as we believe them to be.


Moravec is the creator and chief scientist of the Pittsburgh-based Seegrid Corporation, which makes autonomous Robotic Industrial Trucks that can navigate warehouses and factories without the usage of automated guided vehicle systems.

A human trainer physically pushes Seegrid's vehicles through a new facility once.

The robot conducts the rest of the job, determining the most efficient and safe pathways for future journeys, while the trainer stops at the appropriate spots for the truck to be loaded and unloaded.

Seegrid VGVs have transported over two million production miles and eight billion pounds of merchandise for DHL, Whirlpool, and Amazon.

Moravec was born in the Austrian town of Kautzen.

During World War II, his father was a Czech engineer who sold electrical products.

When the Russians invaded Czechoslovakia in 1944, the family moved to Austria.

In 1953, his family relocated to Canada, where he now resides.

Moravec earned a bachelor's degree in mathematics from Acadia University in Nova Scotia, a master's degree in computer science from the University of Western Ontario, and a doctorate from Stanford University, where he worked with John McCarthy and Tom Binford on his thesis.

The Office of Naval Study, the Defense Advanced Research Projects Agency, and NASA have all supported his research.

Elon Musk (1971–) is an American businessman and inventor.

Elon Musk is an engineer, entrepreneur, and inventor who was born in South Africa.

He is a dual citizen of South Africa, Canada, and the United States, and resides in California.

Musk is widely regarded as one of the most prominent inventors and engineers of the twenty-first century, as well as an important influencer and contributor to the development of artificial intelligence.

Despite his controversial personality, Musk is widely regarded as one of the most prominent inventors and engineers of the twenty-first century and an important influencer and contributor to the development of artificial intelligence.

Musk's business instincts and remarkable technological talent were evident from an early age.

By the age of 10, he had self-taught himself how program computers, and by the age of twelve, he had produced a video game and sold the source code to a computer maga zine.

Musk has included allusions to some of his favorite novels in SpaceX's Falcon Heavy rocket launch and Tesla's software since he was a youngster.

Musk's official schooling was centered on economics and physics rather than engineering, interests that are mirrored in his subsequent work, such as his efforts in renewable energy and space exploration.

He began his education at Queen's University in Canada, but later transferred to the University of Pennsylvania, where he earned bachelor's degrees in Economics and Physics.

Musk barely stayed at Stanford University for two days to seek a PhD in energy physics before departing to start his first firm, Zip2, with his brother Kimbal Musk.

Musk has started or cofounded many firms, including three different billion-dollar enterprises: SpaceX, Tesla, and PayPal, all driven by his diverse interests and goals.

• Zip2 was a web software business that was eventually purchased by Compaq.

• X.com: an online bank that merged with PayPal to become the online payments corporation PayPal.

• Tesla, Inc.: an electric car and solar panel maker • SpaceX: a commercial aircraft manufacturer and space transportation services provider (via its subsidiarity SolarCity) • Neuralink: a neurotechnology startup focusing on brain-computer connections • The Boring Business: an infrastructure and tunnel construction corporation • OpenAI: a nonprofit AI research company focused on the promotion and development of friendly AI Musk is a supporter of environmentally friendly energy and consumption.

Concerns over the planet's future habitability prompted him to investigate the potential of establishing a self-sustaining human colony on Mars.

Other projects include the Hyperloop, a high-speed transportation system, and the Musk electric jet, a jet-powered supersonic electric aircraft.

Musk sat on President Donald Trump's Strategy and Policy Forum and Manufacturing Jobs Initiative for a short time before stepping out when the US withdrew from the Paris Climate Agreement.

Musk launched the Musk Foundation in 2002, which funds and supports research and activism in the domains of renewable energy, human space exploration, pediatric research, and science and engineering education.

Musk's effect on AI is significant, despite his best-known work with Tesla and SpaceX, as well as his contentious social media pronouncements.

In 2015, Musk cofounded the charity OpenAI with the objective of creating and supporting "friendly AI," or AI that is created, deployed, and utilized in a manner that benefits mankind as a whole.

OpenAI's objective is to make AI open and accessible to the general public, reducing the risks of AI being controlled by a few privileged people.

OpenAI is especially concerned about the possibility of Artificial General Intelligence (AGI), which is broadly defined as AI capable of human-level (or greater) performance on any intellectual task, and ensuring that any such AGI is developed responsibly, transparently, and distributed evenly and openly.

OpenAI has had its own successes in taking AI to new levels while staying true to its goals of keeping AI friendly and open.

In June of 2018, a team of OpenAI-built robots defeated a human team in the video game Dota 2, a feat that could only be accomplished through robot teamwork and collaboration.

Bill Gates, a cofounder of Microsoft, praised the achievement on Twitter, calling it "a huge milestone in advancing artificial intelligence" (@BillGates, June 26, 2018).

Musk resigned away from the OpenAI board in February 2018 to prevent any conflicts of interest while Tesla advanced its AI work for autonomous driving.

Musk became the CEO of Tesla in 2008 after cofounding the company in 2003 as an investor.

Musk was the chairman of Tesla's board of directors until 2018, when he stepped down as part of a deal with the US Securities and Exchange Commission over Musk's false claims about taking the company private.

Tesla produces electric automobiles with self-driving capabilities.

Tesla Grohmann Automation and Solar City, two of its subsidiaries, offer relevant automotive technology and manufacturing services and solar energy services, respectively.

Tesla, according to Musk, will reach Level 5 autonomous driving capabilities in 2019, as defined by the National Highway Traffic Safety Administration's (NHTSA) five levels of autonomous driving.

Tes la's aggressive development with autonomous driving has influenced conventional car makers' attitudes toward electric cars and autonomous driving, and prompted a congressional assessment of how and when the technology should be regulated.

Musk is widely credited as a key influencer in moving the automotive industry toward autonomous driving, highlighting the benefits of autonomous vehicles (including reduced fatalities in vehicle crashes, increased worker productivity, increased transportation efficiency, and job creation) and demonstrating that the technology is achievable in the near term.

Tesla's autonomous driving code has been created and enhanced under the guidance of Musk and Tesla's Director of AI, Andrej Karpathy (Autopilot).

The computer vision analysis used by Tesla, which includes an array of cameras on each car and real-time image processing, enables the system to make real-time observations and predictions.

The cameras, as well as other exterior and internal sensors, capture a large quantity of data, which is evaluated and utilized to improve Autopilot programming.

Tesla is the only autonomous car maker that is opposed to the LIDAR laser sensor (an acronym for light detection and ranging).

Tesla uses cameras, radar, and ultrasonic sensors instead.

Though academics and manufacturers disagree on whether LIDAR is required for fully autonomous driving, the high cost of LIDAR has limited Tesla's rivals' ability to produce and sell vehicles at a pricing range that allows a large number of cars on the road to gather data.

Tesla is creating its own AI hardware in addition to its AI programming.

Musk stated in late 2017 that Tesla is building its own silicon for artificial-intelligence calculations, allowing the company to construct its own AI processors rather than depending on third-party sources like Nvidia.

Tesla's AI progress in autonomous driving has been marred by setbacks.

Tesla has consistently missed self-imposed deadlines, and serious accidents have been blamed on flaws in the vehicle's Autopilot mode, including a non-injury accident in 2018, in which the vehicle failed to detect a parked firetruck on a California freeway, and a fatal accident in 2018, in which the vehicle failed to detect a pedestrian outside a crosswalk.

Neuralink was established by Musk in 2016.

With the stated objective of helping humans to keep up with AI breakthroughs, Neuralink is focused on creating devices that can be implanted into the human brain to better facilitate communication between the brain and software.

Musk has characterized the gadgets as a more efficient interface with computer equipment, while people now operate things with their fingertips and voice commands, directives would instead come straight from the brain.

Though Musk has made major advances to AI, his pronouncements regarding the risks linked with AI have been apocalyptic.

Musk has called AI "humanity's greatest existential danger" and "the greatest peril we face as a civilisation" (McFarland 2014).

(Morris 2017).

He cautions against the perils of power concentration, a lack of independent control, and a competitive rush to acceptance without appropriate analysis of the repercussions.

While Musk has used colorful terminology such as "summoning the devil" (McFarland 2014) and depictions of cyborg overlords, he has also warned of more immediate and realistic concerns such as job losses and AI-driven misinformation campaigns.

Though Musk's statements might come out as alarmist, many important and well-respected figures, including as Microsoft cofounder Bill Gates, Swedish-American scientist Max Tegmark, and the late theoretical physicist Stephen Hawking, share his concern.

Furthermore, Musk does not call for the cessation of AI research.

Instead, Musk supports for responsible AI development and regulation, including the formation of a Congressional committee to spend years studying AI with the goal of better understanding the technology and its hazards before establishing suitable legal limits.


~ Jai Krishna Ponnappan

Find Jai on Twitter | LinkedIn | Instagram


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



See also: 


Superintelligence; Technological Singularity; Workplace Automation.



References & Further Reading:


Moravec, Hans. 1988. Mind Children: The Future of Robot and Human Intelligence. Cambridge, MA: Harvard University Press.

Moravec, Hans. 1999. Robot: Mere Machine to Transcendent Mind. Oxford, UK: Oxford University Press.

Moravec, Hans. 2003. “Robots, After All.” Communications of the ACM 46, no. 10 (October): 90–97.

Pinker, Steven. 2007. The Language Instinct: How the Mind Creates Language. New York: Harper.




Artificial Intelligence - Who Is Ray Kurzweil (1948–)?




Ray Kurzweil is a futurist and inventor from the United States.

He spent the first half of his career developing the first CCD flat-bed scanner, the first omni-font optical character recognition device, the first print-to-speech reading machine for the blind, the first text-to-speech synthesizer, the first music synthesizer capable of recreating the grand piano and other orchestral instruments, and the first commercially marketed, large-vocabulary speech recognition machine.

He has earned several awards for his contributions to technology, including the Technical Grammy Award in 2015 and the National Medal of Technology.

Kurzweil is the cofounder and chancellor of Singularity University, as well as the director of engineering at Google, where he leads a team that works on artificial intelligence and natural language processing.

Singularity University is a non-accredited graduate school founded on the premise of tackling great issues like renewable energy and space travel by gaining a deep understanding of the opportunities presented by technology progress's current acceleration.

The university, which is headquartered in Silicon Valley, has evolved to include one hundred chapters in fifty-five countries, delivering seminars, educational programs, and business acceleration programs.

While at Google, Kurzweil published the book How to Create a Mind (2012).

He claims that the neo cortex is a hierarchical structure of pattern recognizers in his Pattern Recognition Theory of Mind.

Kurzweil claims that replicating this design in machines might lead to the creation of artificial superintelligence.

He believes that by doing so, he will be able to bring natural language comprehension to Google.

Kurzweil's popularity stems from his work as a futurist.

Futurists are those who specialize in or are interested in the near-to-long-term future and associated topics.

They use well-established methodologies like scenario planning to carefully examine forecasts and construct future possibilities.

Kurzweil is the author of five national best-selling books, including The Singularity Is Near, which was named a New York Times best-seller (2005).

He has an extensive list of forecasts.

Kurzweil predicted the enormous development of international internet usage in the second part of the decade in his debut book, The Age of Intelligent Machines (1990).

He correctly predicted that computers will soon exceed humans in making the greatest investing choices in his second extremely important book, The Age of Spiritual Machines (where "spiritual" stands for "aware"), published in 1999.

Kurzweil prophesied in the same book that computers would one day "appear to have their own free will" and perhaps have "spiritual experiences" (Kurz weil 1999, 6).

Human-machine barriers will dissolve to the point that they will basically live forever as combined human-machine hybrids.

Scientists and philosophers have slammed Kurzweil's forecast of a sentient computer, claiming that awareness cannot be created by calculations.

Kurzweil tackles the phenome non of the Technological Singularity in his third book, The Singularity Is Near.

John von Neumann, a famous mathematician, created the word singularity.

In a 1950s chat with his colleague Stanislaw Ulam, von Neumann proposed that the ever-accelerating speed of technological progress "appears to be reaching some essential singularity in the history of the race beyond which human activities as we know them could not continue" (Ulam 1958, 5).

To put it another way, technological development would alter the course of human history.

Vernor Vinge, a computer scientist, math professor, and science fiction writer, rediscovered the word in 1993 and utilized it in his article "The Coming Technological Singularity." In Vinge's article, technological progress is more accurately defined as an increase in processing power.

Vinge investigates the idea of a self-improving artificial intelligence agent.

According to this theory, the artificial intelligent agent continues to update itself and grow technologically at an unfathomable pace, eventually resulting in the birth of a superintelligence—that is, an artificial intelligence that far exceeds all human intelligence.

In Vinge's apocalyptic vision, robots first become autonomous, then superintelligent, to the point where humans lose control of technology and machines seize control of their own fate.

Machines will rule the planet because technology is more intelligent than humans.

According to Vinge, the Singularity is the end of the human age.

Kurzweil presents an anti-dystopic Singularity perspective.

Kurzweil's core premise is that humans can develop something smarter than themselves; in fact, exponential advances in computer power make the creation of an intelligent machine all but inevitable, to the point that the machine will surpass humans in intelligence.

Kurzweil believes that machine intelligence and human intellect will converge at this moment.

The subtitle of The Singularity Is Near is When Humans Transcend Biology, which is no coincidence.

Kurzweil's overarching vision is based on discontinuity: no lesson from the past, or even the present, can aid humans in determining the way to the future.

This also explains why new types of education, such as Singularity University, are required.

Every sentimental look back to history, every memory of the past, renders humans more susceptible to technological change.

With the arrival of a new superintelligent, almost immortal race, history as a human construct will soon come to an end.

Posthumans, the next phase in human development, are known as immortals.

Kurzweil believes that posthumanity will be made up of sentient robots rather than people with mechanical bodies.

He claims that the future should be formed on the assumption that mankind is in the midst of an extraordinary period of technological advancement.

The Singularity, he believes, would elevate humanity beyond its wildest dreams.

While Kurzweil claims that artificial intelligence is now outpacing human intellect on certain activities, he also acknowledges that the moment of superintelligence, often known as the Technological Singularity, has not yet arrived.

He believes that individuals who embrace the new age of human-machine synthesis and are daring to go beyond evolution's boundaries would view humanity's future as positive. 




Jai Krishna Ponnappan


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



See also: 


General and Narrow AI; Superintelligence; Technological Singularity.



Further Reading:




Kurzweil, Ray. 1990. The Age of Intelligent Machines. Cambridge, MA: MIT Press.

Kurzweil, Ray. 1999. The Age of Spiritual Machines: When Computers Exceed Human Intelligence. New York: Penguin.

Kurzweil, Ray. 2005. The Singularity Is Near: When Humans Transcend Biology. New York: Viking.

Ulam, Stanislaw. 1958. “Tribute to John von Neumann.” Bulletin of the American Mathematical Society 64, no. 3, pt. 2 (May): 1–49.

Vinge, Vernor. 1993. “The Coming Technological Singularity: How to Survive in the Post-Human Era.” In Vision 21: Interdisciplinary Science and Engineering in the Era of Cyberspace, 11–22. Cleveland, OH: NASA Lewis Research Center.



 

Artificial Intelligence - Who Is Ben Goertzel (1966–)?


Ben Goertzel is the founder and CEO of SingularityNET, a blockchain AI company, as well as the chairman of Novamente LLC, a research professor at Xiamen University's Fujian Key Lab for Brain-Like Intelligent Systems, the chief scientist of Mozi Health and Hanson Robotics in Shenzhen, China, and the chair of the OpenCog Foundation, Humanity+, and Artificial General Intelligence Society conference series. 

Goertzel has long wanted to create a good artificial general intelligence and use it in bioinformatics, finance, gaming, and robotics.

He claims that, despite AI's current popularity, it is currently superior than specialists in a number of domains.

Goertzel divides AI advancement into three stages, each of which represents a step toward a global brain (Goertzel 2002, 2): • the intelligent Internet • the full-fledged Singularity Goertzel presented a lecture titled "Decentralized AI: The Power and the Necessity" at TEDxBerkeley in 2019.

He examines artificial intelligence in its present form as well as its future in this discussion.

"The relevance of decentralized control in leading AI to the next stages, the strength of decentralized AI," he emphasizes (Goertzel 2019a).

In the evolution of artificial intelligence, Goertzel distinguishes three types: artificial narrow intelligence, artificial broad intelligence, and artificial superintelligence.

Artificial narrow intelligence refers to machines that can "address extremely specific issues... better than humans" (Goertzel 2019a).

In certain restricted activities, such as chess and Go, this kind of AI has outperformed a human.

Ray Kurzweil, an American futurologist and inventor, coined the phrase "narrow AI." Artificial general intelligence (AGI) refers to intelligent computers that can "generate knowledge" in a variety of fields and have "humanlike autonomy." By 2029, according to Goertzel, this kind of AI will have reached the same level of intellect as humans.

Artificial superintelligence (ASI) is based on both narrow and broad AI, but it can also reprogram itself.



By 2045, he claims, this kind of AI will be smarter than the finest human brains in terms of "scientific innovation, general knowledge, and social abilities" (Goertzel 2019a).

According to Goertzel, Facebook, Google, and a number of colleges and companies are all actively working on AGI.

According to Goertzel, the shift from AI to AGI will occur within the next five to thirty years.

Goertzel is also interested in artificial intelligence-assisted life extension.

He thinks that artificial intelligence's exponential advancement will lead to technologies that will increase human life span and health eternally.

He predicts that by 2045, a singularity featuring a drastic increase in "human health span" would have occurred (Goertzel 2012).

Vernor Vinge popularized the term "singularity" in his 1993 article "The Coming Technological Singularity." Ray Kurzweil coined the phrase in his 2005 book The Singularity is Near.

The Technological Singularity, according to both writers, is the merging of machine and human intellect as a result of a fast development in new technologies, particularly robots and AI.

The thought of an impending singularity excites Goertzel.

SingularityNET is his major current initiative, which entails the construction of a worldwide network of artificial intelligence researchers interested in developing, sharing, and monetizing AI technology, software, and services.

By developing a decentralized protocol that enables a full stack AI solution, Goertzel has made a significant contribution to this endeavor.

SingularityNET, as a decentralized marketplace, provides a variety of AI technologies, including text generation, AI Opinion, iAnswer, Emotion Recognition, Market Trends, OpenCog Pattern Miner, and its own cryptocurrency, AGI token.

SingularityNET is presently cooperating with Domino's Pizza in Malaysia and Singapore (Khan 2019).



Domino's is interested in leveraging SingularityNET technologies to design a marketing plan, with the goal of providing the finest products and services to its consumers via the use of unique algorithms.

Domino's thinks that by incorporating the AGI ecosystem into their operations, they will be able to provide value and service in the food delivery market.

Goertzel has reacted to scientist Stephen Hawking's challenge, which claimed that AI might lead to the extinction of human civilization.

Given the current situation, artificial super intelligence's mental state will be based on past AI generations, thus "selling, spying, murdering, and gambling are the key aims and values in the mind of the first super intelligence," according to Goertzel (Goertzel 2019b).

He acknowledges that if humans desire compassionate AI, they must first improve their own treatment of one another.

With four years, Goertzel worked for Hanson Robotics in Hong Kong.

He collaborated with Sophia, Einstein, and Han, three well-known robots.

"Great platforms for experimenting with AI algorithms, including cognitive architectures like OpenCog that aim at human-level AI," he added of the robots (Goertzel 2018).

Goertzel argues that essential human values may be retained for future generations in Sophia-like robot creatures after the Technological Singularity.

Decentralized networks like SingularityNET and OpenCog, according to Goertzel, provide "AIs with human-like values," reducing AI hazards to humanity (Goertzel 2018).

Because human values are complicated in nature, Goertzel feels that encoding them as a rule list is wasteful.

Brain-computer interfacing (BCI) and emotional interfacing are two ways Goertzel offers.

Humans will become "cyborgs," with their brains physically linked to computational-intelligence modules, and the machine components of the cyborgs will be able to read the moral-value-evaluation structures of the human mind directly from the biological components of the cyborgs (Goertzel 2018).

Goertzel uses Elon Musk's Neuralink as an example.

Because it entails invasive trials with human brains and a lot of unknowns, Goertzel doubts that this strategy will succeed.

"Emotional and spiritual connections between people and AIs, rather than Ethernet cables or Wifi signals, are used to link human and AI brains," according to the second method (Goertzel 2018).

To practice human values, he proposes that AIs participate in emotional and social connection with humans via face expression detection and mirroring, eye contact, and voice-based emotion recognition.

To that end, Goertzel collaborated with SingularityNET, Hanson AI, and Lia Inc on the "Loving AI" research project, which aims to assist artificial intelligences speak and form intimate connections with humans.

A funny video of actor Will Smith on a date with Sophia the Robot is presently available on the Loving AI website.

Sophia can already make sixty facial expressions and understand human language and emotions, according to the video of the date.

When linked to a network like SingularityNET, humanoid robots like Sophia obtain "ethical insights and breakthroughs...

via language," according to Goertzel (Goertzel 2018).

Then, through a shared internet "mindcloud," robots and AIs may share what they've learnt.

Goertzel is also the chair of the Artificial General Intelligence Society's Conference Series on Artificial General Intelligence, which has been conducted yearly since 2008.

The Journal of Artificial General Intelligence is a peer-reviewed open-access academic periodical published by the organization. Goertzel is the editor of the conference proceedings series.


Jai Krishna Ponnappan


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


See also: 

General and Narrow AI; Superintelligence; Technological Singularity.


Further Reading:


Goertzel, Ben. 2002. Creating Internet Intelligence: Wild Computing, Distributed Digital Consciousness, and the Emerging Global Brain. New York: Springer.

Goertzel, Ben. 2012. “Radically Expanding the Human Health Span.” TEDxHKUST. https://www.youtube.com/watch?v=IMUbRPvcB54.

Goertzel, Ben. 2017. “Sophia and SingularityNET: Q&A.” H+ Magazine, November 5, 2017. https://hplusmagazine.com/2017/11/05/sophia-singularitynet-qa/.

Goertzel, Ben. 2018. “Emotionally Savvy Robots: Key to a Human-Friendly Singularity.” https://www.hansonrobotics.com/emotionally-savvy-robots-key-to-a-human-friendly-singularity/.

Goertzel, Ben. 2019a. “Decentralized AI: The Power and the Necessity.” TEDxBerkeley, March 9, 2019. https://www.youtube.com/watch?v=r4manxX5U-0.

Goertzel, Ben. 2019b. “Will Artificial Intelligence Kill Us?” July 31, 2019. https://www.youtube.com/watch?v=TDClKEORtko.

Goertzel, Ben, and Stephan Vladimir Bugaj. 2006. The Path to Posthumanity: 21st Century Technology and Its Radical Implications for Mind, Society, and Reality. Bethesda, MD: Academica Press.

Khan, Arif. 2019. “SingularityNET and Domino’s Pizza Announce a Strategic Partnership.” https://blog.singularitynet.io/singularitynet-and-dominos-pizza-announce-a-strategic-partnership-cbbe21f80fc7.

Vinge, Vernor. 1993. “The Coming Technological Singularity: How to Survive in the Post-Human Era.” In Vision 21: Interdisciplinary Science and Engineering in the Era of Cyberspace, 11–22. NASA: Lewis Research Center





What Is Artificial General Intelligence?

Artificial General Intelligence (AGI) is defined as the software representation of generalized human cognitive capacities that enables the ...