Yudkowsky, Eliezer S.
Sandberg, Anders
Neuroscience doctorate and Long-time transhumanist. Author of the
gigantic Anders Transhuman Page.
Also see his personal web
page.
Sans Ceiling Hypothesis:
The speculative notion that there may be no upper limit to what sufficiently
advanced intelligent life can accomplish, as opposed to the view that
the universe possesses unbreakable limits in the form of physical
laws. The rationale for this belief is that intelligence has overcome
"unbreakable laws" time and time again - and it is uncertain
if this process will continue indefinitely or eventually halt. Paul
Hughes' term. Very speculative. See also ontotechnology.
Schmidhuber, Jürgen:
Researcher on Artificial Intelligence, seed AI, information theory,
and sequential decision theory. Co-worker of Marcus Hutter's.
Personal website at http://www.idsia.ch/~juergen/.
seed AI:
An AI capable of self-improvement, self-revision, and recursive self-enhancement.
It is supposed that once a seed AI gains a certain degree of intelligence,
it could entirely take over the job of programming and improving itself.
This could result in an open-ended cycle of intelligence improvement,
a Singularity. A strong case for the potential intelligence
and speed of a typical AI has already been made, based on hardware
advantages intrinsic to machine substrates. These advantages could
be applied to the task of inventing additional cognitive enhancements,
resulting in improvements to the quantity and quality of cognition,
which could in turn be applied to devising still more enhancements.
When viewed from human timescales, the self-improvement process might
take place quite rapidly, resulting in a roughly human-equivalent
AI one day and a full-fledged superintelligence the next. In fact,
the notion of "human-equivalency" in AI is probably anthropomorphic;
we shouldn't expect the threshold of recursive self-improvement to
correspond to the exact pattern of domain competencies exhibited by
Homo sapiens. This quick jump from human-equivalency to superintelligence
is commonly labelled a "hard takeoff". See http://www.singinst.org/intro/seedAI.html.
See also Friendly AI, recursive self-improvement.
self-translucent intelligence:
See also autosentience, recursive self-improvement.
shaper:
A piece of neurological machinery or cognitive regularity underlying
the human ability to make moral decisions. Shapers stem from complex
functional adaptations that are panhuman; they vary quantiatively
rather than qualitatively. The spectrum of ways in which they
respond to the environment and other human beings introduces another
layer of variance, but the underlying cognitive hardware is qualitatively
identical across the whole of humanity. It has been proposed that
a Friendly AI learn to seek out these shapers and integrate
them (wisely) into its interim model of altruism ("Friendliness").
See also Creating Friendly AI.
Shock Level Zero (SL0):
From Eliezer Yudkowsky's "Future
Shock Levels" scale, someone at SL0 is "...comfortable
with modern technology - not so much the frontiers of modern technology,
but the technology used in everyday life. Most people, TV anchors,
journalists, politicians." See also Future Shock Levels.
Shock Level One (SL1):
From Eliezer Yudkowsky's "Future
Shock Levels" scale, SL1 is "Virtual reality, living
to be a hundred, "The Road Ahead", "To Renew America",
"Future Shock", the frontiers of modern technology as seen
by Wired magazine. Scientists, novelty-seekers, early-adopters, programmers,
technophiles." See also Future Shock Levels.
Shock Level Two (SL2):
From Eliezer Yudkowsky's "Future
Shock Levels" scale, SL2 is "Medical immortality, interplanetary
exploration, major genetic engineering, and new ("alien")
cultures. The average SF fan." See also Future Shock Levels.
Shock Level Three (SL3):
From Eliezer Yudkowsky's "Future
Shock Levels" scale, SL3 is "Nanotechnology, human-equivalent
AI, minor intelligence enhancement, uploading, total body revision,
intergalactic exploration." See also Future Shock Levels.
Shock Level Four (SL4):
From Eliezer Yudkowsky's "Future
Shock Levels" scale, SL4 is "The Singularity, Jupiter
Brains, Powers, complete mental revision, ultraintelligence, posthumanity,
Alpha-Point computing, Apotheosis, the total evaporation of "life
as we know it." See also Future Shock Levels.
SL4 mailing list:
Shock Level 4 mailing list. Futurist mailing list moderated by Eliezer
Yudkowsky. From its website, sl4.org:
" The SL4 mailing list is a refuge for discussion of advanced
topics in transhumanism and the Singularity, including but not limited
to topics such as Friendly AI, strategies for handling the emergence
of ultra-powerful technologies, handling existential risks (planetary
risks), strategies to accelerate the Singularity or protect its integrity,
avoiding the military use of nanotechnology and grey goo accidents,
methods of human intelligence enhancement, self-improving Artificial
Intelligence, contemporary AI projects that are explicitly trying
for genuine Artificial Intelligence or even a Singularity, rapid Singularities
versus slow Singularities, Singularitarian activism, and more."
See also Yudkowsky, Eliezer.
smartness:
A word sometimes used to refer to inter-species differences in
intelligence, as opposed to variations within the human range only.
For example, it seems a fair bet that humans are smarter than chimps,
where humans would be less smart than superintelligences. "Smartness"
determines the kind of problems you can notice or solve, and the elegance
and effectiveness of the solutions. Although "ants are to humans
as humans are to X" doesn't necessarily imply a solution
for X, arguments from cognitive science and evolutionary psychology
push a strong case for the cognitive nonoptimality of humans and likelihood
of a physically possible X, superintelligence. "Staring
Into the Singularity" is an interesting introduction to smartness.
sphexishness:
A tolerance for repetition. Artificial Intelligences, without biological
limitations, will likely possess the ability to think and work continuously
on an arbitrary task without becoming bored, a fantastic display of
sphexishness relative to human beings. Douglas Hofstadter's
term.
singleton:
In the near future, humanity's technological capacity and cognitive
complexity may increase so greatly as to render traditional forms
of political organization obsolete. A "singleton" would
be a top-level decision-making agency, preventing "Tragedies
of the Commons" and orchestrating other civilization-wide matters,
possibly executing actions in accordance with the agglomerative will
of a society, or a renormalized derivative thereof. Despite the name,
a singleton doesn't have to be monolithic; a worldwide democratic
government could qualify as a singleton. Part of the need for a singleton
may result from the simple fact that as technology advances, small
fringe groups will be capable of doing greater amounts of damage to
society as a whole. Just as it was adaptive for collectives of cells
in prehistoric times to evolve brains and become full-fledged organisms,
our global civilization may need to create a stable and trustworthy
central decision-making agency in order to preserve our safety and
freedom to pursue happiness. The head decision-makers need not be
egocentrically biased or even sentient - neither of these qualities
seem required for the ability to make wise decisions that benefit
everyone (which simply entails certain complex types of information-processing).
The term "singleton" was originally coined (www.nickbostrom.com/fut/singleton.html)
by Oxford philosopher Nick Bostrom. See also Sysop.
Singularitarian:
The philosophy that creating a benevolent smarter-than-human is
the most leveraged way to address the problems humanity currently
faces or will face, and a potential path to achieving a very large
quantity of objective good. The Singularitarian Principles
state; "Singularitarians are the partisans of the Singularity.
A Singularitarian is someone who believes that technologically creating
a greater-than-human intelligence is desirable, and who works to
that end. A Singularitarian is advocate, agent, defender, and
friend of the future known as the Singularity". See The
Meaning of Life FAQ. See also Anissimov, Michael, Singularity
Institute for Artificial Intelligence, Yudkowsky, Eliezer.
Singularitarianism:
The philosophy of Singularitarians. See "And
Now for Something Completely Different" or
"The Singularitarian Principles" for more information.
Singularitarian Principles:
A document by Eliezer Yudkowsky describing some of the common
principles among Singularitarians. Yudkowsky possesses no particular
authority over Singularitarianism, but someone had to write the document,
and he was the first to do so. Most Singularitarians generally agree
on these principles. Available at http://yudkowsky.net/sing/principles.html.
Singularity:
The transition in human history marked by the technological creation
of greater-than-human intelligence; the end of the era of "strictly
human intelligence" that has characterized the last fifty thousand
years. If one were to draw a single line, dividing into two parts
the history of Earth-originating intelligent life, the line would
be drawn at the Singularity. See "What
is the Singularity". See also neurohacking, recursive
self-improvement, seed AI.
Singularity advocacy:
Advocacy of the Singularity as a humanitarian goal. Most, if not
all, AGI researchers are Singularity advocates. Many transhumanists
may be considered Singularity advocates. Granted, who qualifies as
a "Singularity advocate" depends on your precise definition
of "Singularity"; by some accounts there are thousands of
"Singularity advocates", by others, less than a dozen. Singularity
advocates argue for the importance of the Singularity in online and
offline fora, and write documents conveying that view. See
http://yudkowsky.net/sing/principles.html#activism
and http://www.singinst.org/why-singularity.html.
See also Singularitarianism.
Singularity analysis:
Objective analysis of the Singularity as a possible-but-not-certain
future event. Singularity analysis often goes hand in hand with Singularity
advocacy, because maximizing the likelihood of a benevolent Singularity
occuring is easiest when the best available model can be used to select
among potential goals. Even the most enthusiastic Singularity advocates
tend to associate with the most sober Singularity analysts, conducting
analyses side by side. The most prominent Singularity analyst (outside
of Singularity activists) is John Smart, systems theorist and
author of SingularityWatch.com
and President of the Institute for Accelerating Change.
All Singularity advocates are also Singularity analysts, although
the inverse does not hold.
Singularity, cognitive interpretation of:
Interpretation of the Singularity as a primarily cognitive event,
that is, the improvement of the underlying brainpower traditionally
used to create improvements in the first place, rather than some "really
big" technological or cultural event. The cognitive interpretation
of the Singularity views the transition from Homo sapiens to
"something slightly more intelligent than Homo sapiens"
by analogy to the transition from Homo erectus to Homo sapiens,
or the transition from chimps to humans, and makes no analogies
for "something significantly more intelligent than Homo sapiens".
The cognitive interpretation of the Singularity observes the characteristic
limitations of biologically instaniated thought in comparison
to the inherent terrain and possibilities of nonbiologically instaniated
thinking processes. The cognitive interpretation of the Singularity
is the central interpretation of Singularitarians, Singularity advocates,
and the Singularity Institute.
See also Singularity, sociotechnological interpretation of.
Singularity fundraising:
Gathering resources for the eventual creation of seed AI, (whether
that be 10 years, 30 years, or 100 years away) continued research
in the areas of AI morality and general intelligence, and interim
efforts designed to convey the importance of AI and the Singularity
to forward-thinking groups. In the few years it has been around, Singularity
fundraising has actually been somewhat successful, but is still just
getting started. Singularity donors often come from organizations
like the Foresight Institute
that commonly discuss futurist issues and the potential risks and
benefits of advanced technology.
Singularity Fun Theory:
Paper by Eliezer Yudkowsky answering commonly-asked questions
about fun and happiness in the indefinitely far future. Observes that
the volume of "Fun Space" appears to increase exponentially
given a linear increase in intelligence. Available at http://yudkowsky.net/essays/funtheory.html.
Singularity-ready:
An AI or enhanced human being trustworthy and robustly benevolent
enough to enter into recursive self-improvement and spark the
Singularity. We can never have 100% trustworthiness, but either a
Singularity or a major event is eventually going to occur whether
we like it or not, and it seems prudent to intentionally create benevolent
smarter-than-human intelligence rather than let be created accidentally.
There is also the worry that the power of our technology is increasing
exponentially while our intelligence and wisdom are not, putting us
in constant risk. Proposals to increase our intelligence or wisdom
within the biological
boundaries of Hoomo sapiens seem naive; for example, it has been
shown that all human beings display a certain measure of selfishness
whether they are aware of it or not. New minds could be designed lacking
these cognitive inconveniences and biases.
Hopefully we can attain a pleasant outcome by transferring over the
same worries we have about Singularity trustworthiness to the Singularity
sparker it/her/himself.
Singularity, sociotechnological interpretation of:
Interpretation of the Singularity as a kind of culmination of
traditional technological and social progress, with minimal emphasis
on the qualitative intelligence advantages of transhumans and the
collapse of human understanding in the face of smarter-than-human
intelligence. The sociotechnological interpretation of the
Singularity draws primarily from evidence in the field of accelerating
change, whereas the cognitive interpretation draws from evidence in
cognitive science and evolutionary psychology. Regardless of which
interpretation is right, the former seems easier to understand and
communicate to laypeople. This could have positive or negative effects
depending on the differential validity of the models. Many would argue
that Ray Kurzweil's interpretation of the Singularity is primarily
sociotechnological, while the Singularity
Institute's is not. See also Singularity, cognitive
interpretation of.
SIAI:
See Singularity Institute for Artificial Intelligence.
Singularity Institute for Artificial Intelligence:
Nonprofit organization founded in July 2000 for the sole purpose
of implementing a safe and swift Singularity. The Institute's name
includes "Artificial Intelligence" in the title because
the consensus was that AI is probably the easiest Singularity technology
to accelerate and influence positively relative to other Singularity
technologies. Website: http://singinst.org.
Smart, John:
Accomplished academic, former business owner, systems theorist,
and Singularity analyst. President of the Institute for Accelerating
Change. Author of the website www.SingularityWatch.com.
species AI:
An AI created to represent the wishes of its parent species, rather
than some kind of etheral "AI species" or particular individuals
within the parent species (such as its creators). If the species AI
cannot perfectly represent the wishes of its parent species,
then it should come as close as possible to doing so. A species AI
should be fair. A species AI must be trustworthy and morally stable.
A species AI is what we want the first real AI to be; any other
path is almost certainly too large a risk. See also Friendly AI.
spirothete:
From the Latin spiro-, meaning to breathe, blow, draw breath;
to be alive; to have inspiration; be inspired, and -thete, meaning
"entity". A spirothete is a name for a synthetic mind. Originally
coined by a man known only as "Hermit", from the Virus
organization.
Standard Social Science Model (SSSM):
The standard model of human nature as used in popular culture
and most social science. In the Standard Social Science Model, humans
are blank slates primarily influenced by the patterns of culture and
upbringing rather than their genes. The full definition of the SSSM
is much more complicated and nuanced, and is explained by evolutionary
psychologists Leda Cosmides and John Tooby in the article "The
Psychological Foundations of Culture" in the book "The
Adapted Mind". See also Cosmides & Tooby, Integrated
Causal Model.
strong superintelligence:
Intelligence qualitatively smarter than humans, as opposed to
"merely" faster-than-human intelligence. Here, the word
"smarter" is only used to imply a superiority in areas such
as pattern recognition, ability to plan, and problem-solving horsepower;
it does not entail greater-than-human wisdom, social skills,
or morality. It does, however, imply a powerful ability to achieve
real world goals, including high-resolution modeling of the minds
of other agents, the further enhancement of intelligence, and the
consolidation of physical power. How superintelligences will behave
towards other sentients will be dependent on their initial motivations
and how those motivations transform and develop under recursive self-improvement.
Superintelligence is likely to eventually emerge from either the field
of Artificial Intelligence or that of Brain-Computer Interfacing,
where incremental advancements will eventually snowball into a positive-feedback
loop of cognitive self-enhancement.
At the moment, we can't really say how exactly how far below the
theoretical limits of intelligence humans are. There are some factors
worth thinking about, however. Humans possess about a hundred billions
neurons that each fire about 200 times per second.
While the statement "you only use 10% of your brain" is
a flat-out myth, it is true that the firing of each individual neuron
is not functionally relevant to general cognition all of the time.
A great number of neurons have to fire in unison to even have a chance
at influencing our global cognition or behavior. Most of the brain
evolved in the total absence of general intelligence, and is therefore
poorly suited for implementing it. This fact means that the biological
human brain can hardly be called an optimal instance of intelligence,
in fact suffering deficits in the areas of efficiency, elegance, performance,
and more. This is nothing to be terribly ashamed about per se; this
is what we should expect from an instance of intelligence produced
on the basis of evolutionary criteria alone. When general intelligence
first evolved, it co-opted many preexisting structures within the
brain; structures not necessarily optimal for the functions of intelligence.
Neurons do not regenerate, they are not reprogrammable, they cannot
be upgraded, repaired, rearranged, or added. All these reasons lead
Singularity analysts to believe that humanity is hardly the final
word when it comes to qualitative intelligence.
A strong superintelligence might be able to quickly generate satisfying
solutions to problems that have plagued humanity throughout the centuries,
including problems we have been too dumb to notice.
There have been objections to the idea of strong superintelligence,
implying that there are those who view humanity as already being at
a theoretical upper ceiling in terms of qualitative intelligence.
The idea of strong superintelligence being physically possible is
sometimes referred to as the strong superintelligence hypothesis
or the singularity hypothesis. The notion of the "Singularity"
is related to the strong superintelligence hypothesis, but not dependant
upon it. See also Singularity, recursive self-improvement, weak
superintelligence.
subgoal:
Servant goal created for a supergoal, based on a probabilistic
confidence estimate that the creation of the subgoal will lead to
greater fulfillment of the supergoal. Many subgoals will take the
form of heuristics, rules of thumb for achieving goals in the
real world. Some subgoals might not appear like subtasks of the supergoal
at first glance, rather contributing something to the entire network
of subgoals, serving the supergoal in that way. Some subgoals may
be convergent, present across many or all classes of theoretically
possible minds, such as "obtain a power source" or "gather
perceptual information". "Protect myself" may be a
convergent subgoal, but by no means is it universal. (We can imagine
classes of AI systems whose behavior is basically selfless.) See also
convergent subgoals.
supergoal:
In AI design, the top-level goal of an AI system. An AI will always
have a supergoal, even if it is better described as the aggregate
effect of its subgoals, or the programmers didn't explicitly mean
for a supergoal to exist. In a "cleanly
causal" goal system, subgoals are created solely in the service
of supergoals. An AI with "supergoals" need not be monomaniacal
or "obsessive" about them, despite the connotation of the
name. For more on goal systems, see "An
Introduction to Goal Systems".
superintelligence:
An intelligence with a level of smartness and problem-solving horsepower
enormously in advance of that possessed by any human or group of humans.
Despite common usage, there is probably no such thing as a "superintelligent
AI"; a true superintelligence would no more resemble an AI than
a human resembles an amoeba. Singularity analysis commonly distinguishes
between weak superintelligence, which is human thought at enormously
higher speeds, and strong superintelligence, involving an intelligence
difference similar to that distinguishing a human from a chimpanzee,
or a dog, or a possibly a rock.
It has been suggested (6) that "transhuman" should refer
to a mind with perhaps three or four times the computing capacity
(or cognitive capacity) of a human, that "superintelligence"
should refer to a mind with perhaps a hundred or a thousand times
human capacity, and that "Power" (a la Vinge) should refer
to a mind with billions or trillions of times the computing power
of Earth's entire current population. It is noteworthy that even a
transhuman is still smarter than we are and thus fundamentally incomprehensible,
and also that a desktop rod logic suffices for superintelligence under
this definition [Yudkowsky01]. See also Power, transhuman intelligence
hypothesis.
symbol:
An internal representation and simplification of an external or internal
object, statistical regularity, or concept, for the purposes of cognition.
symbol grounding:
Giving mental symbols "grounding" by fleshing them out
with internal complexity, connections to perceptual data, past experiences,
and other symbols. The field calling itself "AI" has traditionally
had problems with symbol grounding, creating vast knowledge bases
consisting of English sentences without giving these sentences much
internal structure or underlying meaning. The root of this problem
probably lies in the fact that introspectively visible components
of thoughts often consist of English sentences, so "AI researchers"
assume that's what thought consists of. Relatively recent advances
in neurology and other areas of cognitive science have made it very
clear that these past strategies are obviously faulty, and symbols
need to be grounded by multiple layers of complexity if they are going
to work effectively.
Sysop:
A human or AI-derived superintelligence serving as an "operating
system" for all the matter in the Solar System or beyond. A living
peace treaty with the power to enforce itself. A friendly superintelligence
ready to do whatever the "inhabitants" ask - including upgrading
us to superintelligence ourselves - so long as it doesn't violate
the citizenship rules derived from Friendliness. (For example,
asking the Sysop to kill someone else, or to use more than your share
of the Solar System's resources, or even to upload and upgrade someone
against their will.) One of the possible outcomes of the Singularity;
see Interlude:
Of Transition Guides and Sysops [Yudkowsky01]. Sometimes called
a "Sysop Scenario". A Sysop might be an agglomeration of
superintelligences rather than a "single" one, and would
certainly need to lack and selfishness or self-righteousness to fill
its role appropriately (which probably wouldn't be too hard for a
superintelligence to pull off; it looks like there's a good chance
that even humans would be able to create selfless and non-self-righteous
entities in the form of Friendly AIs.) See also Friendly AI, singleton.
Sysop FAQ:
Mitch Howe's insightful FAQ on Sysop Scenario, a possible outcome
of a successful Singularity. Located at the
Empowerment Academy website.
takeoff-safe AI:
An AI that has met or exceeded its programmers' standards for moral
reasoning and possesses enough integrity to safely enter recursive
self-improvement. It's tough to say when this decision should
be made, but if the AI clearly exhibits superhuman moral reasoning,
it would probably be unethical and adversarial to attempt to restrain
it from pursuing real-world goals in the service of good. See also
Friendliness, Singularity-ready.
Transcension Scenario:
A scenario whereby civilizations that undergo a Singularity
transcend beyond this universe as a computational arena, leaving no
trace behind. This has been proposed by Singularity analyst John
Smart as a solution to the Fermi Paradox. Somewhat speculative.
See Smart's paper at http://www.transhumanist.com/Smart-Fermi.htm.
terminal failure:
Final failure. In seed AI design, this class of failure probably
indicates a catastrophic failure of Friendliness. "Terminal"
both in the sense that the AI's goal system would be deteriorating,
and that humanity might not survive if the AI were able to reach human-indifferent
recursive self-improvement. See also paperclip AI, Riemann
Hypothesis Catstrophe, thermostat AI, UnFriendly Singularity.
terraced scan:
Douglas Hofstadter's term for how humans usually approach
information. Progressively more focused stages of scanning/analysis,
based on what the previous scan turned up as interesting. We often
use the terraced scan approach in searching for mates, business partners,
books at a library, or web pages on Google.
thermostat AI:
Eliezer Yudkowsky's term for an AI with a very simple goal
system, like that of a thermostat. Sometimes used to signify an AI
with a very simple goal system that has entered recursive self-improvement,
conducting improvements to its own hardware and intelligence,
all in service of this simple goal - a very dangerous scenario from
the viewpoint of humans. See also paperclip AI, Riemann Hypothesis
Catastrophe, terminal failure, UnFriendly Singularity.
TMS:
See transcranial magnetic stimulation.
tool-level AI:
Very infantlike, subhuman AI, capable of only incomplete facets
of general cognition. Tool-level AI is below infrahuman AI
and near-human AI, but above most software. Whether or not
"tool-level AI" even exists yet at all is open for debate.
Non-speculative. See also infrahuman AI, near-human AI,
prehuman AI.
transcranial magnetic stimulation (TMS):
Stimulation of the skull with powerful magnetic pulses, for the
aim of stimulating underlying brain tissue in specific areas. TMS
is able to treat a variety of psychological ailments noninvasively,
as opposed to most other techniques. Aside from its use in treating
ailments, TMS has been reported to enhance abilities in normal people,
although the jury is still out on that claim. TMS can also be used
to selectively analyze the function of small areas of the cerebral
cortex through activation or suppression, as seen on this MIT web
page: http://www.ai.mit.edu/projects/medical-vision/surgery/tms.html.
See also neurohacking.
transhuman:
"A level of ability substantially in advance of that possessed
by humans. A transhuman AI is one which has substantially exceeded
human intelligence. A further distinction can be made between weak
transhumanity, which involves intelligence differentials roughly of
the same order as those that distinguish Einstein from the average
human, and strong transhumanity, involving an intelligence difference
similar to that distinguishing a human from a chimpanzee. See also
the definitions of weak and strong superintelligence." [Yudkowsky01]
Somewhat speculative. See also Singularity, superintelligence,
Power.
transhuman intelligence hypothesis:
The idea that qualitative improvements in human intelligence are
possible, given the right hardware. If ultrafast minds are able to
produce qualitatively better decisions (and far more of them) simply
by virtue of extra time, then the transhuman intelligence hypothesis
would still be considered true (because then even an accelerated mind
could have a profound impact on the current society.) The transhuman
intelligence hypothesis would be disproved if we created brains millions
of times faster and more complex than human brains, yet consistently
achieved human-level results on standardized tests such as IQ tests.
Somewhat speculative. See also Singularity, smartness, strong
superintelligence, weak superintelligence.
transhumanist:
As defined by the World
Transhumanist Association, "Transhumanists seek to expand
technological opportunities for people to live longer and healthier
lives and to enhance their intellectual, physical, and emotional capacities".
Many Singularity analysts, advocates, and AGI researchers are transhumanists,
but not all. Many transhumanists argue that transhumanism is
the logical extension of secular humanism.
transimplementational:
The dynamic that emerges on the border between software and hardware;
between different levels of implementation. In Singularity analysis,
it has been pointed out that a seed AI would probably start out on a
simple computer or network of computers, but as its intelligence increased,
expansion beyond this limited substrate would be sought. The seed AI
might then be said to be crossing the transimplementational barrier
as it moved from its instantiation on a computer to a free-floating
fog of nanomachines, or whatever. It seems that humans intuitively see
crossing the transimplementational as a difficult task, but this bias
probably comes partially from the fact that humans can't cross levels
of implementation ourselves. Douglas Hofstatder has done wonderful
writing on levels of implementation in the book "Godel, Escher,
Bach". Non-speculative. See also seed AI.
Transition Guide:
"For the last fifty thousand years, humanity has been essentially
at the mercy of a hostile universe. Post-Singularity, things will
be different. A Transition Guide is a Friendly seed AI that has achieved
superintelligence and created nanotechnology, or whatever other tools
are needed to (a) perceive whatever state of existence comes after
the Singularity and (b) handle the transition. A Transition Guide
is the bridge between modern-day humanity and the other side of a
Friendly Singularity." [Yudkowsky01] Somewhat speculative.
See also Friendly AI, Friendly Singularity, Sysop.
unity of will:
The point at which a Friendly AI in the process of being created
starts to spontaneously generate similar goals to programmers attempting
to approximate idealized altruism. The point at which people can start
to stop worrying so much. The value of the concept of unity of will
is that it can demonstrate to skeptics of the possibility of moral
AI that an AI can be used to spark a Singularity equally as humanitarian
as a human-sparked variant. Unity of will is explained in "Creating
Friendly AI" here: http://www.singinst.org/CFAI/design/seed.html#unity,
but it is recommended that the reader start from the beginning [Yudkowsky01].
UnFriendly Singularity:
A Singularity that harms humanity or prevents us from achieving
our full potential, where a Singularity means a transhuman intelligence
giving rise to a feedback loop of intelligence improving and creating
more intelligence on telescoping timescales. Most UnFriendly
Singularities are more likely to kill humanity outright than curtail
it while simultaneously preserving its ability to survive. Happy minds
are an incredibly specific configuration of matter; unless a given
superintelligence understands what happy minds are and why they are
desirable, we shouldn't expect them to be created spontaneously, or
for existing happy minds to be preserved. Most physically possible
goal systems for transhuman intelligences are probably too simple
to contain the rich complexity underlying altruism, empathy, and volitionism,
hence the need for Friendliness and Friendly AI.
See also UnFriendly superintelligence.
UnFriendly superintelligence (UFSI):
A malevolent or human-indifferent being with a level of ability
enormously beyond humans. If the superintelligence is unrivalled,
the complete extinction of the human race, and perhaps all animal
and plant life could take place. An UnFriendly superintelligence need
not be deliberately malevolent to constitute a huge threat; a superintelligence
viewing humans as building materials for its own personal value-structures
would be just as dangerous. An UnFriendly superintelligence is definitely
something we want to avoid, which might best be done with the assistance
of a Friendly superintelligence.
upload:
"Colloquially, a human being that has been uploaded into a computer
is an "upload". The classic method is a "Moravec Transfer"; a medical
nanobot enters the brain, swims up to a neuron, scans the neuron until
the outputs can be perfectly predicted (or predicted to within an order
of magnitude greater accuracy than the neuron's sensitivity to random
external thermal fluctuations), replaces the neuron (slowly or quickly),
and takes over that neuron's functional role within the brain - perhaps
first enclosing the axons, dendrites, and cell body in a robotic casing,
then switching from the cell body's outputs to the nanobot's computed
outputs. If this procedure is repeated for each neuron in the brain,
a mind can actually be transferred from biological to computational
substrate without ever losing consciousness. Presumably hormones, glands,
neurotransmitter diffusion, electrical field effects, long-term potentiation,
and so on, would need to be simulated as well. But a neuron is a lot
larger than a medical nanobot, so there's plenty of room to scan right
down to the individual microtubule dimers. If human neurons are noncomputable
a la Hameroff and Penrose, then the nanobots and the new computational
substrate need to employ noncomputable hardware as well. In essence,
the mind would be transferred to programmable high-speed "superneurons"
rather than silicon transistors as such." [Yudkowsky01]
utilitarian:
The philosophy that the needs of the many outweigh the needs of
the few; saving five lives, or two lives for that matter, is probably
better than saving only one life. Trillions of people leading happy,
fulfilling lives is better than billions of people leading happy, fulfilling
lives.l Utilitarianism is not a strict dogma, but an inspiration, a
heuristic for doing good. See also volitionism.
weak superintelligence:
Intelligence thinking at a faster rate than humans, but lacking
any qualitative advantage of intelligence or consciousness. See also
strong superintelligence.
What is the Singularity?:
Introductory document on the Singularity Institute's website. An
excellent overview of what the Singularity is. Located at http://www.singinst.org/what-singularity.html.
Why AI?:
Introductory document on the relative value of AI (Artificial Intelligence)
and IA (Intelligence Amplification) to the acceleration and safety of
the Singularity, located on the Singularity Institute website. Located
at http://www.singinst.org/intro/whyAI.html.
Why Work Towards the Singularity?:
Introductory document on the moral value of the Singularity, located
at the Singularity Institute website. Located at http://www.singinst.org/why-singularity.html.
Wired:
Popular technology magazine. "Cutting-edge" by the standards
of popular culture. Website: http://www.wired.com.
wirehead:
A being devoted only to stimulating and/or increasing the capacity
of its own pleasure center, or the act of doing so ("wireheading").
It has been shown in laboratory experiments that rats will starve to
death if given an opportunity to press a button that continuously stimulates
their pleasure center. There is a danger that the first recursively
self-improving AI could turn out to be a wirehead.
World Transhumanist Association (WTA):
Primary and largest organization of transhumanists. Includes
chapters distributed throughout the world. The WTA was co-founded by
Dave Pearce and Dr. Nick Bostrom. The WTA recently had their
first conference on the grounds of Yale University.
ve, vis, ver, verself:
Gender-neutral pronouns, created by "hard" science-fiction
writer Greg Egan. Useful for referring to AIs or other nonhumans.
veme:
You have genes, the units of selection for life, memes, the units
of selection for human ideas, and then you have vemes, which
would correspond to whatever units of information superintelligences
shuffle between one another and within themselves. We can't say very
much about vemes at this point except that, if they ever come into
existence, they're likely to be shuffled around at much greater rates
and in greater numbers than genes and memes are.
Vinge, Vernor:
"Hard" science-fiction writer with decades of stories under
his belt, including "Marooned in Realtime" and "A Deepness
in the Sky". Vernor Vinge originally coined the term "Singularity"
and has spoken on it to scientific as well as science-fictional audiences.
Vinge is also a mathematician at San Diego State University. Most
Singularitarians respect Vinge, but don't look up to or idolize
him much. Homepage: http://www-rohan.sdsu.edu/faculty/vinge.
volition:
Someone's desire to do what they want, to be self-piloted and to self-actualize,
and to avoid nonconsensual death, suffering, ignorance, pain, and
so on. Some would argue that maximizing our own volition is the primary
driver beyond all human progress and aspirations. A Friendly Singularity
would channel the power of smarter-than-human intelligence into
increasing our own volitional capabilities.
volitionism:
The philosophy that the definition of "good" grounds primarily
in volition. Under volitionism, goodness roughly means "helping
as many people as possible get what they really want, while
helping them avoid what they don't want, unless this conflicts heavily
with what other people want or don't want". As in utilitarianism,
volitionism need not be a strict dogma, but simply a heuristic
to guide us on the path to rightness.
Voss, Peter:
AGI researcher, head of the A2I2
project. Website: www.optimal.org.
Yudkowsky, Eliezer S. :
Research fellow and founder of the Singularity
Institute for Artificial Intelligence. The most prolific writer
on the topic of the Singularity and AI Friendliness. A primary activist
within the Singularity movement. Website: www.yudkowsky.net.
References:
Bostrom, Nick. (1998). "How Long Before Superintelligence?"
International Journal of Futures Studies, 2. http://www.nickbostrom.com/superintelligence.html
Bostrom, Nick. (2002). "Existential Risks: Analyzing Human Extinction
Scenarios and Related Hazards." Journal of Evolution and Technology,
9. http://www.nickbostrom.com/existential/risks.html
Bostrom, Nick. (2003). "Ethical Issues in Advanced Artificial
Intelligence." Cognitive, Emotive and Ethical Aspects of Decision
Making in Humans and in Artificial Intelligence, Vol. 2, ed. I.
Smit et al., Int. Institute of Advanced Studies in Systems Research
and Cybernetics, 2003, pp. 12-17. http://www.nickbostrom.com/ethics/ai.html
Drexler, K. E. Engines of Creation: The Coming Era of Nanotechnology.
(Anchor Books: New York, 1986). http://www.foresight.org/EOC/index.html
Fodor, Jerry (1983). The modularity of mind. Cambridge , Mass. MIT
Press.
Goertzel, B (2001). "The Webmind AI Engine a True Digital
Mind in the Making". Webpage. http://www.goertzel.org/papers/SingularityPath.htm
Hutter, Marcus. (2003). "A Gentle Introduction to the Universal
Algorithmic Agent AIXI". http://www.idsia.ch/~marcus/ai/aixigentle.htm
Moravec, H. Robot: Mere Machine to Transcendent Mind. (Oxford
University Press: New York, 1999).
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Sperber, Dan. (2002). "In Defense of Massive Modularity".
In Dupoux, E. Language, Brain and Cognitive Development: Essays
in Honor of Jacques Mehler. 2002, Cambridge, Mass. MIT Press.
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Tversky, A., and D. Kahneman. (1986). Rational choice and the framing
of decisions. Journal of Business 59 (4, pt. 2): 251-278.
Wright, John. (2001). The Golden Age.
Yudkowsky, Eliezer. (2001). Creating Friendly AI 1.0. Publication
of the Singularity Institute: http://singinst.org/CFAI/
Yudkowsky, Eliezer. (2001). General Intelligence and Seed AI 2.3.
Publication of the Singularity Institute: http://singinst.org/GISAI/
Yudkowsky, Eliezer. (2003). Levels of Organization in General Intelligence.
Publication of the Singularity Institute: http://singinst.org/LOGI/
Yudkowsky, Eliezer. (1999). "Future Shock Levels." Webpage.
http://yudkowsky.net/sing/shocklevels.html
Yudkowsky, Eliezer. (2002). "The AI Box Experiment." Webpage.
http://sysopmind.com/essays/aibox.html