Hugo de Garis

source: https://en.wikipedia.org/wiki/Hugo_de_Garis

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Hugo de Garis
Hugo de Garis
Born	1947 (age 68–69) Sydney, Australia
Occupation	AI expert

Hugo de Garis (born 1947, Sydney, Australia) is a retired researcher in the sub-field of artificial
intelligence (AI) known as evolvable hardware. He became known in the 1990s for
his research on the use of genetic algorithms to evolveneural
networks using three-dimensional cellular automata inside field
programmable gate arrays. He claimed that this approach would enable the creation of what he terms "artificial brains" which would quickly surpass human levels ofintelligence.[1]
He has more recently been noted for his belief that a major war between the supporters and opponents of intelligent machines, resulting in billions of deaths, is almost inevitable before
the end of the 21st century.[2]:234 He
suggests AIs may simply eliminate the human race, and humans would be powerless to stop them because of technological
singularity. This prediction has attracted debate and criticism from the AI research community, and some of its more notable members, such as Kevin
Warwick, Bill Joy, Ken
MacLeod, Ray Kurzweil, and Hans
Moravec, have voiced their opinions on whether or not this future is likely.
De Garis originally studied theoretical
physics, but he abandoned this field in favour of artificial intelligence. In 1992 he received his PhD from Université
Libre de Bruxelles, Belgium. He worked as a researcher at ATR (Advanced Telecommunications Research institute international, 国際電気通信基礎技術研究所),
Japan from 1994–2000, a researcher atStarlab, Brussels from 2000–2001, and associate professor of computer
science at Utah State University from 2001–2006. Until his retirement in late
2010[3] he
was a professor at Xiamen University, where he taught theoretical
physics andcomputer science, and ran the Artificial Brain Lab.

Contents

  [hide] 
1Evolvable
hardware
2Current
research
3Employment
history
4The
Artilect War
5Quotes
6Writings
7See
also
8References
9External
links

Evolvable hardware[edit]

From 1993 to 2000 de Garis participated in a research project at ATR's Human Information Processing Research Laboratories (ATR-HIP) which aimed to create a billion-neuron artificial brain
by the year 2001.[1] The
project was known as "cellular automata machine brain," or "CAM-Brain." During this 8-year span he and his fellow researchers published a series of papers in which they discussed the use of genetic
algorithms to evolve neural structures inside 3D cellular automata. They argued
that existing neural models had failed to produce intelligent behaviour because they were too small, and that in order to create "artificial brains" it was necessary to manually assemble tens of thousands of evolved neural modules together, with the billion
neuron "CAM-Brain" requiring around 10 million modules;[4] this
idea was rejected by Igor Aleksander, who said "The point is that these puzzles are not puzzles
because our neural models are not large enough."[5]
Though it was initially envisaged that these cellular automata would run on special computers, such as MIT's "Cellular Automata Machine-8" (CAM-8), by 1996 it was realised that the model
originally proposed, which required cellular automata with thousands of states, was too complex to be realised in hardware. The design was considerably simplified, and in 1997 the "collect and distribute 1 bit" ("CoDi-1Bit") model was published, and work began
on a hardware implementation using Xilinx XC6264 FPGAs. This was to be known as the "CAM Brain
Machine" (CBM).[6]
The researchers evolved cellular automata for several tasks (using software
simulation, not hardware):[6]
Reproducing the XOR function.
Generating a bitstream that alternates between 0 and 1 three times (i.e.
000..111..000..).
Generated a bitstream where the output alternates, but can be changed from a majority of 1s to a majority of 0s by toggling an input.
Discriminating between two square wave inputs with a different period.
Discriminating between horizontal lines (input on a 2D grid) and random noise.
Ultimately the project failed to produce a functional robot control system, and ATR terminated it along with the closure of ATR-HIP in February 2001.[7]
The original aim of de Garis' work was to establish the field of "brain building" (a term of his invention) and to "create a trillion dollar industry within 20 years". Throughout the 90s
his papers claimed that by 2001 the ATR "Robokoneko" (translation: kitten robot) project would develop a billion-neuron "cellular automata machine brain" (CAM-brain), with "computational power equivalent to 10,000 pentiums" that could simulate the brain of
a real cat. de Garis received a US$0.4 million "fat brain building grant" to develop this.[8] The
first "CAM-brain" was delivered to ATR in 1999. After receiving a further US$1 million grant at Starlab de Garis failed to deliver a working "brain" before Starlab's bankruptcy. At USU de Garis announced he was establishing a "brain builder" group to create
a second generation "CAM-brain".

Current research[edit]

de Garis published his last "CAM-Brain" research paper in 2002.[9] He
still works on evolvable hardware. Using a Celoxica FPGA board he says he can create up to 50,000 neural network modules for less than $3000.
Since 2002 he has co-authored several papers on evolutionary algorithms.
He believes that topological
quantum computing is about to revolutionize computer science, and hopes that his teaching will help his students to understand its principles.[10]
In 2008 de Garis received a 3 million Chinese
yuan grant (around $436,000) to build an artificial brain for China (the China-Brain Project), as part of theBrain Builder Group at Wuhan
University.[11]
Hugo de Garis retired in 2010. Before that he was director of the artificial brains lab at Xiamen University in China. In 2013 he was studying Maths and Physics at PhD level and over the
next 20 years plans to publish 500 graduate level free lecture videos. This is called "degarisMPC" and some lectures are already available.[12][13][14]

Employment history[edit]

de Garis's original work on "CAM-brain" machines was part of an 8-year research project, from 1993 to 2000, at the ATR Human Information Processing Research Laboratories (ATR-HIP) in Kyoto
Prefecture, Japan. de Garis left in 2000, and ATR-HIP was closed on 28 February 2001. de Garis then moved
to Starlab in Brussels, where he received a million dollars in funding from the government of Belgium ("over
a third of the Brussels government's total budget for scientific research", according to de Garis).[15] Starlab
went bankrupt in June 2001. A few months later de Garis was employed as an associate professor at the computer science department of Utah
State University. In May 2006 he became a professor at Wuhan University's international
school of software, teaching graduate levelpure mathematics, theoretical physics and computer
science.
Since June 2006 he has been a member of the advisory board of Novamente, a commercial company which aims to create artificial
general intelligence.

The Artilect War[edit]

de Garis believes that a major war before the end of the 21st century, resulting in billions of deaths, is almost inevitable.[2]:234 Intelligent
machines (or 'artilects', a shortened form of 'artificial intellects') will be far more intelligent than humans and will threaten to attain world
domination, resulting in a conflict between 'Cosmists', who support the artilects, and 'Terrans', who oppose them (both of these are terms of his invention). He describes this conflict as a 'gigadeath' war, reinforcing the point that billions of people
will be killed.[16][17] This
scenario has been criticised by other AI researchers, including Chris Malcolm, who described it as "entertaining science fiction horror stories which happen to have caught the attention of the popular media".[18] Kevin
Warwick called it a "hellish nightmare, as portrayed in films such as the Terminator".[2]:back
cover

In 2005 de Garis published a book describing his views on this topic entitled The Artilect War: Cosmists vs. Terrans: A Bitter Controversy Concerning Whether Humanity Should Build Godlike Massively Intelligent Machines.[2]
Cosmism is a moral philosophy that favours building or growing strong
artificial intelligence and ultimately leaving Earth to the Terrans, who oppose this path for humanity. The first half of the book describes technologies which he believes will make it possible for computers to be billions or trillions of times more intelligent
than humans. He predicts that as artificial intelligence improves and becomes progressively more human-like, differing views will begin to emerge regarding how far such research should be allowed to proceed. Cosmists will foresee the massive, truly astronomical
potential of substrate-independent cognition, and will therefore advocate unlimited growth in the designated fields, in the hopes that "super intelligent" machines might one day colonise the universe. It is this "cosmic"
view of history, in which the fate of one single species, on one single planet, is seen as insignificant next to the fate of the known universe,
that gives the Cosmists their name.

Hugo identifies with that group and noted that it "would be a cosmic tragedy if humanity freezes evolution at
the puny human level".[19]
Terrans on the other hand, will have a more "terrestrial" Earth-centred view, in which the fate of the Earth and its species (like humanity) are seen as being all-important.
To Terrans, a future without humans is to be avoided at all costs, as it would represent the worst-case scenario. As such, Terrans will find themselves unable to ignore the possibility that super intelligent machines might one day cause the destruction
of the human race—being very immensely intelligent and so cosmically inclined, these artilect machines may have no more moral or ethical difficulty in exterminating humanity than humans do in using medicines to cure diseases. So, Terrans will see themselves
as living during the closing of a window of opportunity, to disable future artilects before they are built, after which humans will no longer have a say in the affairs of intelligent machines.
It is these two extreme ideologies which de Garis believes may herald a new world war, wherein one group with a 'grand plan' (the Cosmists) will be rabidly opposed by another which feels
itself to be under deadly threat from that plan (the Terrans). The factions, he predicts, may eventually war to the death because of this, as the Terrans will come to view the Cosmists as "arch-monsters" when they begin seriously discussing acceptable risks,
and the probabilities of large percentages of Earth-based life going extinct. In response to this, the Cosmists will come to view the Terrans as being reactionary extremists, and will stop treating them and their ideas seriously, further aggravating the situation,
possibly beyond reconciliation.
Throughout his book, de Garis states that he is ambivalent about which viewpoint he ultimately supports, and attempts to make convincing cases for both sides. He elaborates towards the end
of the book that the more he thinks about it, the more he feels like a Cosmist, because he feels that despite the horrible possibility that humanity might ultimately be destroyed, perhaps inadvertently or at least indifferently, by the artilects, he cannot
ignore the fact that the human species is just another link in the evolutionary chain, and must become extinct in their current form anyway, whereas the artilects could very well be thenext link in that chain and therefore would be excellent candidates
to carry the torch of science and exploration forward into the rest of the universe.
He relates a morally isomorphic scenario in which extraterrestrial intelligences visit the earth three billion years ago and discover two domains of life living there, one domain which is older but simpler and
contemporarily dominant, but which upon closer study appears to be incapable of much further evolutionary development; and one younger domain which is struggling to survive, but which upon further study displays the potential to evolve into all the
varieties of life existing on the Earth today, including humanity, and then queries the reader as to whether they would feel ethically compelled to destroy the dominant domain of life to ensure the survival of the younger one, or to destroy the younger one
in order to ensure the survival of the older and more populous domain which was "there first". He states that he believes that, like himself, most of the public would feel torn or at least ambivalent about the outcome of artilects at first, but that as the
technology advances, the issue would be forced and most would feel compelled to choose a side, and that as such the public consciousness of the coming issue should be raised now so that society can choose, hopefully before the factions becomes irreconcilably
polarised, which outcome it prefers.
De Garis also predicts a third group that will emerge between the two. He refers to this third party as Cyborgians or Cyborgs, because they will not be
opposed to artilects as such, but desire to become artilects themselves by adding components to their own human brains, rather than falling into obsolescence. They will seek to become artilects by gradually merging themselves with machines and think that the dichotomy between
the Cosmists and Terrans can be avoided because all human beings would become artilects.[17]

The transhumanist movement are usually identified as Cyborgians.
De Garis' concept of the Cyborgians might have stemmed from a conversation with Kevin
Warwick: in 2000, de Garis noted, "Just out of curiosity, I asked Kevin Warwick whether he was a Terran or a Cosmist. He said he was against the idea of artilects being built (i.e., he is Terran). I was surprised, and felt a shiver go up my spine. That
moment reminded me of a biography of Lenin that I had read in my 20s in which the Bolsheviks and
the Mensheviks first started debating the future government of Russia. What began
as an intellectual difference ended up as a Russian civil war after
1917 between the white and the red Russians".[19]

Quotes[edit]

"Humans should not stand in the way of a higher form of evolution. These machines are godlike. It is human destiny to create them."
— as quoted in New York Times Magazine of
1 August 1999, speaking of the 'artilects' of the future.
"I believe that the ideological disagreements between these two groups on this issue will be so strong, that a major "artilect" war, killing billions of people, will be almost inevitable before the end of the 21st century."[2]:234
[align=right]— speaking in 2005 of the Cosmist/Terran conflict.[/align]
"Twenty years from now, the author envisages the brain builder industry as being one of the world's top industries, comparable with oil, automobile, and construction."[1]
[align=right]— prediction made in 1996.[/align]

Writings[edit]

de Garis, Hugo (28 February 2005). The Artilect War: Cosmists vs. Terrans: A Bitter Controversy Concerning Whether Humanity Should Build Godlike
Massively Intelligent Machines. ETC Publications. p. 254. ISBN 978-0-88280-153-7.
de Garis, Hugo (18 March 2010). Multis and Monos : What the Multicultured Can Teach the Monocultured : Towards the Creation of a Global State.
ETC Publications. p. 514. ISBN 978-0-88280-162-9.
de Garis, Hugo (November 2010). Artificial Brains : An Evolved Neural Net Module Approach. World Scientific. p. 400. ISBN 981-4304-28-X.

See also[edit]

Artificial brain

References[edit]

^ Jump
up to:a b c Hugo
de Garis (1996). "CAM-BRAIN:
The Evolutionary Engineering of a Billion Neuron Artificial Brain by 2001 Which Grows Evolves at Electronic Speeds Inside a Cellular Automata Machine (CAM)" (PDF). Towards Evolvable Hardware; the Evolutionary Engineering
Approach: 76–98. one could use planetoid size asteroids to build huge 3D brain like computers containing ten to power 40 components with one bit per atom. Hence late into the 21st century, the author predicts that human
beings will be confronted with the "artilect" (artificial intellect) with a brain vastly superior to the human brain with its pitiful trillion neurons.
^ Jump
up to:a b c d e Hugo
de Garis (2005). The Artilect War: Cosmists Vs. Terrans: A Bitter Controversy Concerning Whether Humanity Should Build Godlike Massively Intelligent Machines. Palm Springs, CA: ETC Publications. ISBN 0-88280-154-6.
Jump
up^ Biography:
Hugo de Garis, Xiamen University, China
Jump
up^ Michael Korkin; Hugo de Garis; Felix Gers; Hitoshi Hemmi (1999). "CBM
(CAM-Brain Machine): A hardware tool which evolves a neural net module in a fraction of a second and runs a million neuron artificial brain in real time" (PDF). Genetic Programming 1997: Proceedings of the Second
Annual Conference.
Jump
up^ BBC
News (7 January 1999). "Best brain boosts artificial life".
Retrieved 5 January 2010.
^ Jump
up to:a b Hugo
de Garis (1999). "ATR's
Artificial Brain ("CAM-Brain") Project: A Sample of What Individual "CoDi-1Bit" Model Evolved Neural Net Modules Can Do with Digital and Analog I/O" (PDF). Proceedings of the Genetic and Evolutionary Computation
Conference: 13–17.
Jump
up^ "HIP
World Wide Web Server". The project of ATR Human Information Processing Research Laboratories (ATR-HIP) was closed on 28 February 2001
Jump
up^ Hugo de Garis (2002). "Prof.
de Garis creates the Planet's First Brain Building Center (BBC) (at USU)". The BBC is submitting research grant proposals to the usual sources hoping to get a fat brain building grant comparable to the $400K given for
this work by the Japanese when I was at ATR in Kyoto, and the $1M given by the Brussels Government before the bankruptcy of my previous lab Starlab.
Jump
up^ Hugo de Garis; Michael Korkin (2002). "The
CAM-Brain Machine (CBM): an FPGA-based hardware tool that evolves a 1000 neuron-net circuit module in seconds and updates a 75 million neuron artificial brain for real-time robot control" (PDF). Neurocomputing. 42 (1–4):
35–68. doi:10.1016/S0925-2312(01)00593-8.
Jump
up^ "Machines
Like Us interviews: Hugo de Garis". 3 September 2007.
Jump
up^ "The
China-Brain Project : Building China's Artificial Brain using an Evolved Neural Net Module Approach" (PDF). Artificial
General Intelligence Research Institute.Prof. Hugo de Garis has recently received a 3 million RMB, 4 year grant to build China's first artificial brain, starting in 2008
Jump
up^ Hugo De Garis (2012). "deGarisMPC".
wordpress.com. Retrieved April 7, 2014.
Jump
up^ Hugo De Garis (2012). "profhugodegaris".
youtube.com. Retrieved April 7, 2014.
Jump
up^ Nicola Danaylov, Prof Hugo de Garis (June 26, 2012). Hugo
de Garis on Singularity 1 on 1 (Webcast). youtube.com: Nicola Danaylov. Event occurs at 1:27. RetrievedApril 7, 2014.
Jump
up^ Hugo de Garis (2000). "de
Garis/STARLAB Gets $Million Brain Building Grant and Meets President of Brussels Government". I heard officially that this grant was accepted, and to the tune of a million dollars (US) equivalent, over a third of the
Brussels government's total budget for scientific research.
Jump
up^ "Machines
Like Us interviews: Hugo de Garis". 3 September 2007. gigadeath – the characteristic number of people that would be killed in any major late 21st century war, if one extrapolates up the graph of the number of people
killed in major wars over the past 2 centuries
^ Jump
up to:a b Garis,
Hugo de. "The Artilect War - Cosmists vs. Terrans" (PDF). agi-conf.org.
Retrieved 14 June 2015.
Jump
up^ Chris Malcolm (2000). "Why
Robots Won't Rule the World". Archived from the original on
2010-07-22.
^ Jump
up to:a b Hugo
de Garis (2002). "First shot in
Artilect war fired". Archived from the original on 17 October
2007.

External links[edit]

De Garis is on the editorial
board of Engineering Letters
Notes from de Garis' presentation to
the artificial general intelligence research institute
Man vs. Machine An article
from Utah local newspaper
Building Gods – the rough
cut of a documentary which details, amongst other things, the personal beliefs of Hugo de Garis and Kevin Warwick on the possibilities of artificial life
Human v
2.0: A programme from the BBC Horizon series featuring discussion between
Ray Kurzweil and Hugo de Garis
Cosmism and brainbuilding an article
by de Garis
Interview
Interview from 2007 at Machines Like
Us
Interview with H+
Magazine

Authority control	WorldCat Identities VIAF: 14170456

Categories: 

1947 births

Living people

Artificial intelligence researchers

Utah State University faculty

Futurologists

Memetics

Transhumanists

Singularitarianism

Cosmism

Australian transhumanists

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