Intelligence amplification (IA) (also referred to as cognitive augmentation, machine augmented intelligence and enhanced intelligence) refers to the effective use of
information technology in augmenting
human intelligence. The idea was first proposed in the 1950s and 1960s by
cybernetics
Cybernetics is a wide-ranging field concerned with circular causality, such as feedback, in regulatory and purposive systems. Cybernetics is named after an example of circular causal feedback, that of steering a ship, where the helmsperson m ...
and early
computer pioneers.
IA is sometimes contrasted with AI (
artificial intelligence), that is, the project of building a human-like intelligence in the form of an autonomous technological system such as a computer or robot. AI has encountered many fundamental obstacles, practical as well as theoretical, which for IA seem moot, as it needs technology merely as an extra support for an autonomous intelligence that has already proven to function. Moreover, IA has a long history of success, since all forms of information technology, from the abacus to writing to the Internet, have been developed basically to extend the
information processing
Information processing is the change (processing) of information in any manner detectable by an observer. As such, it is a process that ''describes'' everything that happens (changes) in the universe, from the falling of a rock (a change in posit ...
capabilities of the human mind (see
extended mind and
distributed cognition).
Major contributions
William Ross Ashby: ''Intelligence Amplification''
The term ''intelligence amplification'' (IA) has enjoyed a wide currency since
William Ross Ashby wrote of "amplifying intelligence" in his ''Introduction to Cybernetics'' (1956). Related ideas were explicitly proposed as an alternative to
Artificial Intelligence by
Hao Wang from the early days of
automatic theorem provers.
J. C. R. Licklider: ''Man-Computer Symbiosis''
"Man-Computer Symbiosis" is a key speculative paper published in 1960 by
psychologist
A psychologist is a professional who practices psychology and studies mental states, perceptual, cognitive, emotional, and social processes and behavior. Their work often involves the experimentation, observation, and interpretation of how indi ...
/
computer scientist
A computer scientist is a person who is trained in the academic study of computer science.
Computer scientists typically work on the theoretical side of computation, as opposed to the hardware side on which computer engineers mainly focus (al ...
J.C.R. Licklider
Joseph Carl Robnett Licklider (; March 11, 1915 – June 26, 1990), known simply as J. C. R. or "Lick", was an American psychologistMiller, G. A. (1991), "J. C. R. Licklider, psychologist", ''Journal of the Acoustical Society of A ...
, which envisions that mutually-interdependent, "living together", tightly-coupled human brains and computing machines would prove to complement each other's strengths to a high degree:
In Licklider's vision, many of the pure artificial intelligence systems envisioned at the time by over-optimistic researchers would prove unnecessary. (This paper is also seen by some historians as marking the genesis of ideas about
computer networks which later blossomed into the
Internet).
Douglas Engelbart: ''Augmenting Human Intellect''
Licklider's research was similar in spirit to his
DARPA contemporary and
protégé
Mentorship is the influence, guidance, or direction given by a mentor. A mentor is someone who teaches or gives help and advice to a less experienced and often younger person. In an organizational setting, a mentor influences the personal and p ...
Douglas Engelbart
Douglas Carl Engelbart (January 30, 1925 – July 2, 2013) was an American engineer and inventor, and an early computer and Internet pioneer. He is best known for his work on founding the field of human–computer interaction, particularly ...
. Both had a view of how computers could be used that was both at odds with the then-prevalent views (which saw them as devices principally useful for
computation
Computation is any type of arithmetic or non-arithmetic calculation that follows a well-defined model (e.g., an algorithm).
Mechanical or electronic devices (or, historically, people) that perform computations are known as ''computers''. An es ...
s), and key proponents of the way in which computers are now used (as generic adjuncts to humans).
Engelbart reasoned that the state of our current technology controls our ability to manipulate information, and that fact in turn will control our ability to develop new, improved technologies. He thus set himself to the revolutionary task of developing computer-based technologies for manipulating information directly, and also to improve individual and group processes for
knowledge-work. Engelbart's philosophy and research agenda is most clearly and directly expressed in the 1962 research report: ''Augmenting Human Intellect: A Conceptual Framework''
["Augmenting Human Intellect: A Conceptual Framework"](_blank)
(October 1962), DougEngelbart.org. The concept of network augmented intelligence is attributed to Engelbart based on this pioneering work.
Engelbart subsequently implemented these concepts in his
Augmented Human Intellect Research Center at
SRI International, developing essentially an intelligence amplifying system of tools (
NLS) and co-evolving organizational methods, in full operational use by the mid-1960s within the lab. As intended,
["Augmenting Human Intellect: A Conceptual Framework"](_blank)
, Section D: Regenerative Feature, in D. C. Engelbart Summary Report AFOSR-3233, Stanford Research Institute, Menlo Park, CA, October 1962. his R&D team experienced increasing degrees of intelligence amplification, as both rigorous users and rapid-prototype developers of the system. For a sampling of research results, see their 1968
Mother of All Demos.
Later contributions
Howard Rheingold worked at
Xerox PARC in the 1980s and was introduced to both
Bob Taylor and
Douglas Engelbart
Douglas Carl Engelbart (January 30, 1925 – July 2, 2013) was an American engineer and inventor, and an early computer and Internet pioneer. He is best known for his work on founding the field of human–computer interaction, particularly ...
; Rheingold wrote about "mind amplifiers" in his 1985 book, ''
Tools for Thought ''Tools for Thought: The History and Future of Mind-Expanding Technology'' is a work of "retrospective futurism" in which Smart Mobs author Howard Rheingold looked at the history of computing and then attempted to predict what the networked world m ...
''.
Andrews Samraj mentioned in "Skin-Close Computing and Wearable Technology" 2021, about Human augmentation by two varieties of cyborgs, namely, Hard cyborgs and Soft cyborgs. A humanoid walking machine is an example of the soft cyborg and a pace-maker is an example for augmenting human as a hard cyborg.
Arnav Kapur working at
MIT wrote about human-AI coalescence: how AI can be integrated into human condition as part of "human self": as a tertiary layer to the human brain to augment human cognition. He demonstrates this using a peripheral nerve-computer interface,
AlterEgo
AlterEgo is a wearable silent speech output-input device developed by MIT Media Lab. The device is attached around the head, neck, and jawline and translates your brain speech center impulse input into words on a computer, without vocalization. ...
, which enables a human user to silently and internally converse with a personal AI.
In 2014 the technology of Artificial Swarm Intelligence was developed to amplify the intelligence of networked human groups using AI algorithms modeled on biological swarms. The technology enables small teams to make predictions, estimations and medical diagnoses at accuracy levels that significantly exceed natural human intelligence.
Shan Carter and
Michael Nielsen introduce the concept of artificial intelligence augmentation (AIA): the use of AI systems to help develop new methods for intelligence augmentation. They contrast cognitive outsourcing (''AI as an oracle, able to solve some large class of problems with better-than-human performance'') with cognitive transformation (''changing the operations and representations we use to think''). A calculator is an example of the former; a spreadsheet of the latter.
Ron Fulbright describes human cognitive augmentation in human/cog ensembles involving humans working in collaborative partnership with cognitive systems (called cogs). By working together, human/cog ensembles achieve results superior to those obtained by the humans working alone or the cognitive systems working alone. The human component of the ensemble is therefore cognitively augmented. The degree of augmentation depends on the proportion of the total amount of cognition done by the human and that done by the cog. Six Levels of Cognitive Augmentation have been identified:
In science fiction
Augmented intelligence has been a repeating theme in
science fiction. A positive view of
brain implant
Brain implants, often referred to as neural implants, are technological devices that connect directly to a biological subject's brain – usually placed on the surface of the brain, or attached to the brain's cortex. A common purpose of modern brai ...
s used to communicate with a computer as a form of
augmented intelligence is seen in
Algis Budrys 1976 novel ''
Michaelmas''. Fear that the technology will be misused by the government and military is an early theme. In the 1981 BBC serial ''
The Nightmare Man'' the pilot of a high-tech mini submarine is linked to his craft via a brain implant but becomes a savage killer after ripping out the implant.
Perhaps the most well known writer exploring themes of intelligence augmentation is
William Gibson, in work such as his 1981 story "
Johnny Mnemonic", in which the title character has computer-augmented memory, and his 1984 novel ''
Neuromancer'', in which
computer hackers interface through brain-computer interfaces to computer systems.
Vernor Vinge, as discussed earlier, looked at intelligence augmentation as a possible route to the
technological singularity, a theme which also appears in his fiction.
See also
*
Advanced chess
*
Augmented learning Augmented learning is an on-demand learning technique where the environment adapts to the learner. By providing remediation on-demand, learners can gain greater understanding of a topic while stimulating discovery and learning.
Technologies incorpo ...
*
Brain–computer interface
*
Charles Sanders Peirce
*
Collective intelligence
Collective intelligence (CI) is shared or group intelligence (GI) that emerges from the collaboration, collective efforts, and competition of many individuals and appears in consensus decision making. The term appears in sociobiology, politic ...
*
Democratic transhumanism
Transhumanist politics constitutes a group of political ideologies that generally express the belief in improving human individuals through science and technology.
History
The term "transhumanism" with its present meaning was popularised by Ju ...
*
Emotiv Systems
*
Extelligence
*
Exocortex
*
Knowledge worker
*
Mechanization
*
Neuroenhancement
*
Noogenesis
*
Nootropic
*
Sensemaking (information science)
While sensemaking has been studied by other disciplines under other names for centuries, in information science and computer science the term "sensemaking" has primarily marked two distinct but related topics. Sensemaking was introduced as a metho ...
* ''
The Wisdom of Crowds''
References
Further reading
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* Licklider's biography, contains discussion of the importance of this paper.
External links
Intelligence Amplification using speech synthesis technology*
ttp://www.rossashby.info/journal/page/3609.html 7 December 1951, Ashby first wrote about the possibility to build an 'information amplifier'.br>
12 August 1953, Ashby mentioned an objection to his 'intelligence-amplifier'.
{{BCI
History of human–computer interaction
Cybernetics
Biocybernetics
Transhumanism
Texts related to the history of the Internet
Intelligence