Social Impacts of the Transition
by R. Stephen Berry,
Department of Chemistry and the James Franck Institute
The University of Chicago
This chapter deals with some of the social changes that the
transition from paper may cause from the perspective of a scientist. The
discussion is in five sections: broad impacts not specific to the sciences but
relevant to them; impacts, largely favorable, on the way scientific research is
conducted; impacts on the institutions and institutional procedures in which
science is conducted; some potentially undesirable effects; and, finally,
effects on inter-institutional and especially international activities.
The advent of computers and the electronic disposition of
information creates a paradigm of how technology changes with the change of
generations. The generation or two of forerunners, inventors and first
developers of computers consist primarily of only a tiny elite for whom the new
medium seems the obvious new force in the developed world. Two generations
after them comes a cadre for whom the medium is an obvious, inevitable part of
the world, as much taken for granted as telephones and automobiles. The
grandchildren of the pioneers of computers learn to type on computer keyboards
before they learn to write with a pencil. This level of assimilation has some
of the most obvious and pervasive social ramifications associated with the new
medium, and is the first topic of this chapter.
Another development requiring new social adaptations is the
necessity of reconciling open and protected access to on-line materials.
Defenders of open access argue for the importance of activities in the public
good; those defending protected access argue that we must protect intellectual
property rights of individuals. This conflict tends to be argued and eventually
settled in a legal venue in the United States, but any legal resolution should
reflect the way the society resolves its conflicts over social equity. This
topic is included in the third section, which also reviews the potentially
undesirable or problematic effects of the transition. The last section
addresses interactions of individuals in different institutions, particularly
among individuals in different nations. The interpersonal contacts enabled by
networks have consequences far beyond their manifest content.
The Transition of Generations: "I can show you how, Mommy!"
The first aspect of the transition is the change from computers
being special tools of the "nerd elite" to their being an integral part of the
daily experience of many, soon including most young people in the developed
world. Today, in typical research groups in the research-oriented universities
of the developed world, there is a general expectation that the graduate
students and undergraduates, and possibly the postdoctoral associates, are the
computer experts, not the senior faculty who are the nominal leaders of those
groups. A common household pattern has the young teenager showing parents how
to use email and the World Wide Web. Can we think of any prior situation of our
society that would be comparable? Movements have occurred that captivated
youth, but not of a sort that parents wanted and even needed to learn and that
were generally considered benefactions. Although adolescents and occasionally
children could, once in a while, take an early automobile out for a spin, the
first cars were the toys of a mature generation. When our society assimilated
the telephone, radio and television, it was with the enthusiastic participation
by almost all the generations able to use them.
Most children's first experience with computers is with computer
games. Three-year-olds learn to manipulate a "mouse and clicker" to play
interactively with animated screen images. Many children learn letters and
numbers from computers. By age 5, many children now read text on screens. It
would not be surprising or unlikely if computers turn out to be effective
stimulators of literacy, far surpassing any other mechanical tools we have ever
tried. It will be a challenge, perhaps a subject for doctoral theses in
psychology and education, to find how computers affect the capabilities of
children to read, write and do elementary mathematics. The interactive
character of computer games makes them more captivating to many children than
television, because they provide active, not passive, entertainment. It would
be no surprise if, in even 5 or 10 years, computers become far more popular
than noninteractive television shows, videotapes and videodisks. After all, the
designers of computer games are still learning how to make their products more
and more engaging; shows on television of whatever kind can probably enhance
their attractiveness only through their content or through devices such as the
now-discarded broadcast lotteries that involve viewer or listener involvement.
It will continue to be an even greater challenge for designers and vendors to
make computer games that both fascinate and teach. Indeed, some games we
consider effective will probably seem crude and naive in five, ten or fifteen
years, when the new game designers are people who grew up with the early
varieties we have now.
In another very few years, today's computer-wise youth will move
into positions of responsibility. When that occurs, we can expect a transition
in attitudes toward computers and electronically-available information. The
normal expectation of any new employee will include these, at very least:
communication within a firm will include a large portion of email traffic,
standard in some but by no means all firms already; records and almost any
other information the person needs will be accessible by computer; and all
archives will be electronic, regularly backed up and kept in protective,
redundant form.
The power of computer-aided design already allows the architect or
industrial designer to test many possibilities, where previously the same
person could study only a very limited number of possibilities. The scientist
already uses computer programs to design apparatus and experiments, e.g.,
optics, whether for light or for particle beams, for the special needs of each
experiment. A subsequent stage of this evolution may be that we will use
powerful, completely automatic optimization methods to assure that any
moderately complex task will be done well. We could do this routinely for
anything from planning a vacation trip to designing a house or a retirement
plan. We can already do this a little with commercial programs that compute
taxes. Outside the workplace as well as within it, most financial transactions
will be done electronically; credit cards will be replaced, at least in part,
by automatic debiting of bank accounts. These are changes that we, who grew up
with the earliest generations of computers, can envision now. We can expect
entirely new concepts (and their implementation) from the generations who,
since infancy, have taken computers and the Internet as normal parts of daily
life. For example, perhaps multisite telecommunication links might become
common forms of casual communication, to be used not just for special events
like teleconferences and electronic conferences.
Educational tools
We can expect that the attractiveness and sophistication of all
kinds of computer activities will improve steadily for a long time, as the
computer-literate generations see ways to change things that were not at all
apparent to their predecessors. This will surely apply to the full range of
activities, from "pure entertainment" games through coordination skills to
logic-based and knowledge-based games, to full-fledged, extended educational
programs. We can imagine, for example, an interactive program to learn the
language and culture of another people, through modules that actively correct
the learner through rewards and punishments. It is possible, and optimists
believe inevitable, that we shall see educational programs such as these that
will enhance the learning process far beyond the contemporary classroom
experience.
Until now, simulations have been important aspects of computerized
trainingdistinct from education; examples are driver training, flight and
spacecraft simulation, and battlefield simulations of armored-vehicle warfare.
In the context of education, while some very highly-praised computerized
learning systems have appeared, few have been more than supplements to
traditional methods, and fewer still have been incorporated into curricula.
However, this certainly does not mean that nothing will come along to change
things more substantially. It may mean only that such changes are unlikely
until the program developers and the teachers who will select those programs
come from a generation that has grown up with computers as part of their lives.
Interactive simulation programs could become integral tools of the science
learning process, allowing students to see the consequences of different
answers or approaches to problems. Still further ahead will be computer
activities that lead the student into an active role in innovative thinking, by
providing open-ended questions that the student must pursue by making them into
more precise, answerable questions and then working toward answers. This stage
is something that students, particularly pre-college students, rarely
encounter, partly because of the standardization of classroom curricula, partly
because so few teachers are both prepared and able, in today's classroom, to
pursue such challenges. When those pupils have their own computers and expect
to spend time working alone with them, it will be natural to provide them with
such challenges.
The Conduct of Science: The Evolving Roles of Computers and Computation in
Scientific Research
The computer's impact on the processes and progress of science has
several facets.
Computers influence how scientists communicate with each other and
even with their machines. Second, they influence how scientists do what they
do. Third, scientists must adapt what they do to constraints based on exogenous
concerns about computers and their use. The communication of results, i.e., the
future of distribution and publication of scientific information, is the topic
of several other chapters. Here we shall simply assume that scientific
communication is likely to take the form of some kind of "Giant Archive," with
capacity for searching for virtually any desideratum, for linking from any item
to related items, for comparing content of different items, and probably much
more. The interfacing of scientific-scholarly-educational needs and practices
with those of the commercial and entertainment worlds also forms a topic
addressed in other chapters of this work. Here we focus primarily on the
practices and processes of scientists, and how we might see these evolve as we
integrate computers more and more into those processes.
One computer-driven change in the sociology of science that has
begun quietly and accelerated is the way we use computation in the process of
doing science. There are several manifestations of this change: one is in what
scientists accept as a solution to a conceptual problem. For many years, "a
solution" meant an analytical solution to the equations representing the
problem, while a computed result was considered a particular case, an example,
an illustration or a specific application of the concept or theoryand not
a general solution to the problem. Now, with storable, friendly programs that
can be used by people with no interest or ability in devising or even modifying
those programs, a general algorithmic solution is just about as acceptable as a
general solution as an analytic solution of the same set of equations
and corresponding model problem. We have simply broadened our concept of what
constitutes a general solution. An interesting corollary to this evolution is
the experience that some scientists have already had, of discovering that it is
faster and easier to solve some problemsthat is, to solve the equations
that represent themby computing the solutions numerically from the
original equations than by solving the equations analytically and then
evaluating those solutions. This writer and his collaborators had just this
experience in the 1980's, with an integral equation that could be evaluated by
quadrature or solved exactly, to yield an elliptic function. The quadrature was
far faster than evaluation of the elliptic function.
A second manifestation is the changed concept of "primary data."
Many years ago, scale readings from primary sensors such as thermometers and
voltmeters were replaced by chart recordings from amplifiers or
digital-to-analog converters, removing the experimenter a step or two from what
had been the primary data. Now, sensor signals go through many kinds of
processing before the experimenter sees them as highly analyzed data. Sometimes
an automated apparatus collects data taken under several different conditions
and supplies those data to a computer that adds, subtracts, rescales and
otherwise manipulates the data to eliminate or minimize "noise" and then
delivers a "signal" to the experimenter. Yet we still consider the first data
seen by the experimenter as "the primary data." There are many examples: the
processed images from a telescope, the spectra obtained by Fourier
transformation of time-varying signals, the events recorded as
multiple-coincidence events when a molecule or nucleus breaks into many
fragments. (In fact, in high-energy, particle physics experiments, it is still
standard practice to save the vast files of information from the primary
detectors.)
A third manifestation of computer-driven change in the scientific
workplace is the integration of computation and analysis in the generation of
solutions to scientific questions. For many years after computers came into use
in chemistry and physics, one "did" analysis or one "did" computation. Of
course many people did both, but as separable activities. The theoretical model
came from analysis, which could then be expressed in a computer program and
used to generate numerical solutions to the problem. This has evolved into a
much closer integration of steps carried out on a computer with steps carried
out using pen and paper. One advance that stimulated this integration is
symbolic computation, which allows one to use a computer to carry out
mathematical manipulations that were, heretofore, lengthy, error-prone and
sometimes irrelevant to the originality and insight brought by the researcher
to the problem.
Another advance is the expanded capability of computations, a
notable example being animated simulations, to reveal physical relationships
that become vital guides for constructing theoretical models. The simulations
sometimes show physical relationships that the investigator might never have
imagined without their guidance. Other chapters deal with the content we can
expect or imagine in the computerized information of twenty-five years hence,
but we nonetheless can add some speculations here. In the "Giant Archive," the
hyperlinked database of all nonproprietary scientific information that we
imagine, there will not only be text, tables, graphs, pictures and animations;
we can expect holograms, still and animated, and forms of representation that
allow us to envision phenomena in several dimensions. The simplest we can
imagine will use time, color (hue), intensity and grayness (chroma) to indicate
"distance" in dimensions other than those shown in a conventional projection
from three dimensions. We can also expect to see manipulable images that are
"constructed" in perhaps 6 or 10 dimensions and processed to show an image
projected down to three dimensions. We will be able to move our viewpoint with
a suitable set of controls, perhaps several "joysticks," through the full,
multidimensional space and see the projection of the object into our selected
three dimensions as we move. It would be a straightforward exercise now to
construct such an image manipulator for a simple, 4-dimensional object such as
a tesseract.
What does this suggest for future changes in how we will do
science? We can expect more and more reliable simulation, and with that, an
increasing acceptance of simulation as a valid tool. In time, not in two or
three years but probably in less than twenty, scientists will accept some kinds
of simulations as tests that are as valid as laboratory experiments. We can
already see the forerunner of this in the occasional example of a theoretical
result that turns out to be more accurate than a highly precise experimental
counterpart, just as we have already seen an era when some properties of atoms
and simple molecules could be computed far more accurately than they could be
measured, properties such as the electron affinity of the hydrogen atom. The
desire for valid, acceptable simulations will probably stimulate studies in how
to evaluate and improve the robustness of models, both in specific scientific
areas and in a more general computational-mathematical context.
As we find ways to conceptualize objects and phenomena in spaces of
dimension greater than 3, we can expect the thinking of scientists to expand
correspondingly. The first inklings of conceptions of a physics with more than
one time dimension are just now appearing. It is amusing to wonder what
influence the tools of modern computation might have had in helping to
stimulate this exceedingly speculative direction of theoretical exploration.
Another possible consequence may be a diminished emphasis on
analytic mathematics in the training and expected skills of scientists.
Traditionally, physicists and physical chemists expect to have mastery of a
fairly standard core of mathematics, in calculus, differential equations,
series methods and group theory, at the very least. Now, if they can evaluate
complicated integrals and sum series and solve differential equations by
instructing a computer to run a suitable program, students of chemistry,
biology and even physics may feel less need to learn how to do these things
from their mathematics colleagues. A parallel might be drawn with the way
graduate programs in the sciences have reduced and eliminated foreign-language
requirements as the need diminished to have a working knowledge of French,
German and other languages apart from English. Problematic aspects of this
issue are discussed in the next subsection.
Scientific Communication and Literature
We can expect increasingly open access to the literature through
electronic archives, including much of what is now available in libraries.
Electronic publication will at first supplement conventional publication of
printed materials, and then will begin to supplant it in many of its roles.
Despite the title of this study, we cannot expect paper publication to
disappear from two of its roles for a very long time. One is the personal copy
of an article or journal or book that a reader can carry to read in any
environment. Computers that are as easy to carry and read as a magazine or book
may well become commercially available within the lifetimes of people now
living. (Some groups are creating prototypes even now.) These computers may
also be capable of linking, by some form of high-bandwidth wireless
communication, to data archives that will make a single computer capable of
functioning like an enormous library of published materialwith the power
of creating links at will from one published piece to others. But, even though
experiments are underway now to create something like this, these personal
library devices will require significant infrastructure to empower them to do
all this. Inertia and cost may make the development of such devices slow,
particularly if we specify that they should be cheap enough that a household
can buy several. The conservative projection here is that we will receive our
"journals" by Internet but print paper copies of the articles we want to study
carefully. That is, the printing of articles will shift from the
publisher to the reader. This pronouncement, however, must carry a caution; as
very light, portable computers with large, thin, flexible screens come into the
market at prices working scientists can afford, and especially as wireless
access to the "Giant Archive" develops, it may be that we will no longer prefer
to read paper versions of new scientific articles. The supposition that many,
perhaps most scientists will still want paper copies for study is predicated on
the guess that those moderately-priced computers with book-like or journal-like
portability and legibility will not be on the market for 20 years. That
supposition is nothing more than a guess, and if that is wrong, then the entire
prediction must be changed accordingly.
The other function we can expect paper publication to continue to
fulfill is archival storage. Good paper lasts many centuries, at least.
(Tragically, we know that high-acid paper hardly lasts decades!) Everyone
familiar with the evolving world of electronic communication and computers
knows the three kinds of fragility of modern data storage: the medium itself
may be impermanent, however well-treated; the capacity to read any particular
medium may disappear; and electronically-stored data are vulnerable to
contamination and wipe-out, inadvertent or otherwise. The consequences are
discussed below. Even so, known, tested methods can enable us to cope with all
three, and those methods, like sustaining medications, will suffice to let us
go on using electronic information storage, so long as we continue the
medication.
Regarding impermanence, we do not yet know how permanent some of
the electronic media are, notably CD-ROMs made to be archival; we unfortunately
do know that some of the media, such as the large reels of magnetic tape, have
such short lives that it is costly and even hazardous to use them for archival
purposes. It was standard operating procedure, for many years, for government
agencies handling very large data sets to copy old tapes onto new on a regular
basis, typically biennial or triennial. Otherwise the data on those tapes would
have been lost because the tapes simply degrade. Optical disk storage, such as
videodisks and CD-ROMs provide, has reduced this problem qualitatively, but we
have little information about whether a videodisk can be expected to last 50
years, or to be readable by devices available fifty years after the disk is
written.
This brings us to the problem of technological obsolescence. We
have not yet learned to institutionalize the maintenance of capabilities to
read obsolete but relatively recent forms of stored information. It is already
difficult in some places to find microfilm and microfiche readers, yet many
doctoral theses are readily available only in one of those forms. People will
insist on having paper copies as ultimate archival forms for a long time.
Third, protecting electronically-stored archival data from
contamination or destruction can be done by systematic backup, combined with
geographically-distributed redundancy and storage of the backups off-line, in
protected locations away from the computer sites. Just as with impermanence and
technological obsolescence, avoiding this kind of problem requires systematic
human intervention. Presumably the requisite intervention will become
institutionalized, creating a class of information-protectors who will serve a
function akin to one of the many that librarians now carry out.
An amusing possible consequence of the transition to electronic
libraries might be the disappearance of the personal library, the room or
office lined with shelves of books and journals. Perhaps only collectors will
maintain these. Perhaps the bookshelves will be replaced with electronic
screens covering the walls, on which the homeowner can choose to display art,
dramatic entertainment or whatever else he or she fancies. (We can also expect
that collectors of computers will begin to appear soon, looking for early
models. There are already computer museums, and computer sections of technology
museums have existed for years.)
In the same breath, we can describe ways we will assimilate
computer-based communication into casual, daily communication. email will be as
ubiquitous as telephone messages, particularly if the sender has a choice of
email or voice mail, with its interminable monologues and endless forked paths.
Moreover, although both email and faxes can be forged, email can carry material
with signatures and the contents can be protected by encryption.
The Institutions Where Science Goes On
The institutions that sustain scientific researchthe
universities, the Federal laboratories of various kinds and the research
laboratories of industrywill evolve as more and more scientific
information and information exchange become electronic. Within universities,
the libraries are most obvious to be changed; this subject is discussed
elsewhere within and beyond this volume. Other, more subtle changes also may
occur in universities. These include the implications of electronic publication
for recognition, promotion and tenure; the ease of access to information across
disciplinary lines; the vast possibilities for electronic modes of education, a
topic treated in this volume by N. Kestner; and the ease of ties among
researchers in different institutions, much less different parts of the same
institution. The final section of this essay examines some aspects of the ease
of communication among institutions; here we look only at possible effects of
such communication on the home institutions.
Recognition, promotion and tenure in science come ultimately from
the extent to which an individual’s contributions influence and stimulate the
thinking of others. The usual pathways for disseminating those contributions
have been publication in recognized media, presentation at meetings and in
seminars and colloquia, and sometimes personal discussions. The "recognized
media" in science have, for two centuries, been scientific journals, in which
an imprimatur of some level of validity is a necessary condition for
publication. The early system of validation by an editor has been almost
entirely replaced by the now-standard system of anonymous refereeing, with the
referees selected by editors from their lists of people presumed to be
demonstrably competent in the fields for which their expertise is called. It is
important to recognize that the refereeing process, which operates largely on a
volunteer basis, presents a rather low threshold of validation. It is sometimes
supposed by nonscientists that the refereeing process should guarantee the
correctness of a paper. This is a misinterpretation of the process. Rather,
refereeing is supposed to guarantee that the paper is free enough of egregious
errors, and is presented clearly enough, to be a valid topic for scientific
discussion, scrutiny and criticism, as well as something other scientists may
use to advance further. Some papers, after all, present speculations and
proposals for trying new directions, with enough justification to make the
speculations plausible. Some of these turn out to be correct, and others,
simply not. Other papers appear occasionally with very subtle errors, or with
assumptions that seemed correct at the time they were published but that later
proved wrong. These papers all pass the screening of the referee system, and
some of them are extremely imaginative, so much that they influence subsequent
thought even though some aspects of them prove incorrect.
The advent of electronic publication has stimulated questions about
the present refereeing system and the role it plays in evaluating faculty
scientists and scientists in other institutions. Three alternatives to
conventional refereeing are 1) open publication, e.g. by posting on one’s own
Web page or its future replacement, or in unrefereed electronic archives; 2)
refereeing by open comments by identified authors, posted in the medium in
which the original article is presented, e.g., as sometimes occurs with
articles submitted to the Los Alamos electronic archive "xxx.lanl.gov", and 3)
certification by a panel of people presumed to have appropriate expertise,
e.g., as proposed recently by a group of academic administrators led by Charles
Phelps of University of Rochester (see R. Wilson, "Provosts Push a Radical Plan
to Change the Way Faculty Research is Evaluated,"
Chronicle of Higher Education, 26 June 1998). But regardless of
medium, it is extremely unlikely that the fundamental procedures of evaluation
for scientists will ever change. The essence of such evaluations is
accumulating a body of information about what other scientists think of the
ideas and the work of the person in question: the members of the individual’s
home institution study the work and form their own informed views, and, at the
same time, ask for opinions of others elsewhere who are capable of giving
expert critical judgments. The evidence that any of these people use will
inevitably consist of anything that they have used or even just read previously
and anything that comes to them when they are called to make their evaluations.
If some of the work has been published in unrefereed or "very tolerant" media,
this may be noticed, but will not necessarily lead the evaluator to denigrate
the work; rather, it may put a bit of extra burden on the evaluator if he or
she asks why the work was not published in a medium with more stringent
standards. In short, this writer believes that the question of electronic
publication influencing evaluation, promotion and tenure is essentially a
non-issue, at most a small transient one that will evaporate as electronic
publication spreads.
There may, over a period of decades, be a different kind of change
in scientific institutions created by electronic communication and electronic
information. Specific to institutions that exchange their scientific results
and ideas readily, this possible change is a weakening of ties of individuals
to their home institutions in exchange for stronger ties to the communities of
their fields of endeavor. This has already been a trend in fields such as
experimental high-energy physics, in which large inter-institutional
collaborations have strengthened ties within the collaborating group and have
kept researchers for extended periods at sites remote from their home
institutions, and hence out of day-to-day contact with colleagues in those
institutions. The ease of inter-institutional collaboration by electronic means
removes some of the physical displacement but offers strong inducement to
choose as collaborators the people one can most readily identify as
appropriate, on the basis of characteristics such as expertise in a needed
area. This has always been a significant factor, but in the past, there has
also been motivation to collaborate with colleagues in one’s own institution,
for both convenience and collegiality. The consequence has, in many instances,
led to creation of very strong centers of expertise as consequences of
evolving, converging interests of people who daily discuss topics of intense
interest to them. Such self-generating, localized groups may come into
existence less frequently as scientists easily find their collaborators
elsewhere, rather than down the hall.
Untoward Consequences of the Transition: "What's long division, Daddy?"
With all the potential positive consequences for computer-literate
generations, there are also potential negatives that we cannot overlook. The
best we can do, from the perspective of this study, is to examine them,
determine which are real problems and which are merely our reactions to doing
things in new ways, sensitize ourselves to the real potentialities, try to
shape our future to avoid or minimize those problems, and learn to recognize
and evaluate new potential problems as they come along.
One possible course that seems negative to someone in a
transitional generation is that virtual reality may become as satisfying as
reality, as a means of entertainment in the largest sense. It seems necessary
that most people who would like to know what it is like to fly a plane would
satisfy themselves with a simulation. Should it be considered a good thing that
one will be able to climb mountains in virtual reality? to visit distant
cities? to talk with people in foreign countries?
We have already addressed the possibility that symbolic mathematics
programs may make the learning of much traditional mathematics obsolete. If
computers can generate or store the results of many traditional skills, may we
be in danger of losing those skills? Will young chemists and physicists know
how to carry out a Fourier transformation analytically, or to diagonalize a
matrix, or to solve a linear, ordinary differential equation? Will the
development of mathematics become even more separated from its applications, as
a result of the availability of "black box" computer programs that provide
solutions to virtually any well-posed set of equations? Already, construction
and programming of algorithms have become professional skills in their own
right. Can we expect another computer-centered profession to evolve, the
development of new methods to carry out symbolic mathematics on a computer? The
computer may influence career patterns in many fields outside the sciences, of
course. Computer art is already an established form of expression. If a
computer can be taught to do Japanese ink-brush calligraphy, will this art
disappear? There is a danger that such arts and crafts will become arcane,
practiced by only a few, highly-skilled experts with no coterie of devoted
amateurs around them any more. At the same time, there may well appear new
varieties of art-oriented computation.
The growth of electronic media may well increase specialization,
but this would be analogous to the new specializations spawned by every new
technology. We can expect more and more separation of strata in the population,
corresponding to the computer-illiterate, the computer-comfortable, the
computer-facile and the computer-knowledgeable. That is, there will remain
those who choose not to use electronic means of expression; there will be many
who use computers as most people use automobiles, at ease with all the normal
controls and rules of operation but unprepared to repair any but the most minor
problems and certainly in no way concerned with adding innovations; there will
be those who know enough of how the programs and systems work to make their own
adaptations, something like being able to "hot-rod" a car; and then there will
be those who know the software or the hardware so well that they can manipulate
and advance themthe best of the hackers, as well as the software and
hardware engineers. There are now computer facility maintenance and repair
firms, like heating and air-conditioning firms, that will come on call to carry
out repairs, as well as to design and install new systems. Already, many firms
and academic units have specialists on their staffs for this purpose. Without
them, the computer-comfortable but unknowledgeable majority would be helpless
in the face of any serious system failure. Moreover, this points out the
vulnerability we create by assimilating electronic technology into our way of
doing research, scholarship and teaching, as well as business and
entertainment. It is one more, quite extreme example of increasing the
complexity of the society by creating a new kind of interdependence on one
another's specialized skill and knowledge.
With this interdependence comes a need to keep the skilled
technologists up to date in the technology. Obsolescence sets in faster with
computer systems than with any other human activity. The computer salesman,
repair man and consultant are probably strongly motivated to remain as current
as possible, at least to the part of the market they serve. Their employers are
surely at least as strongly motivated to keep their staffs current. But the
field moves so fast that the suppliers who need such people to be in contact
with their customers and clients, or independent entrepreneurs ready to exploit
the opportunity, will be trying to offer training programs to see that their
agents do maintain currency. How will university programs designed to teach
students to use computers cope with technologies that advance as fast as new
courses are offered? Can academics learn to educate students to adapt to
changing methods, instead of or in addition to teaching students to use the
methods and tools of the recent past? Can we teach such things?
One issue related to maintaining skills is the low-probability,
heavy-consequence problem of protecting against disaster. Maintaining redundant
storage sites, whether true mirrors or independently-structured (but
compatible), is the natural way to protect against loss of information from a
local disaster. What about disasters that affect many places, such as a nuclear
war? Even here, redundant sites will provide considerable protection. It may
be, if we again go through a tense period comparable to the Cold War, that we
will put some of these sites into protected locations, with protected power
supplies. But we will need to maintain the capability to service the machines
that enable us to read the information. This second-order preservation will
pose a more difficult problem. One natural recourse will be to keep paper
copies of the valued documents, but these may be at least as vulnerable as the
far more condensed formats of CD-ROMs, and will obviously not be nearly so
convenient to duplicate. It may be easier to find ways to preserve the
necessary technological skills than to preserve many libraries.
One of the social aspects of the fast evolution of electronic media
is the near-term issue of finding a way to balance free and open access to
material available electronically against the protection of private
intellectual property. This subject has grown into an acute current concern at
the time these essays are being written. Because treaties and laws have been
proposed that offer strong assurances of protection of private intellectual
property, some believe they threaten freedoms of access, based on arguments of
public good, to which the scientific and educational communities have become
accustomed and depend. Finding a balance will certainly occupy a good many
people.
We can try to look beyond the immediate problem of resolving this
conflict in the context of current electronic media, to conjecture what the
situation might be in another ten or twenty years. At that time, it is likely
that a person motivated primarily by a desire to disseminate ideas and
materialsas is a scientist when she or he publishes a scientific
paperwill be able to do so electronically, not only as a "journal
article" that, very likely, goes through peer review, but also as a "book".
Both of these may be made accessible only to those who pay a price set by
whoever has put the material onto the network. This means that self-edited,
self-published scholarly books may compete with conventional published books in
hard copy (but not necessarily in hard cover!). An author already can put a
book up on the World Wide Web, with enough material accessible for free
browsing to enable a potential purchaser to make a rational decision, after
which the reader can gain access to the full text upon payment of a fee.
Perhaps there will also be printers that will bind the text into a book format,
or, as mentioned previously, computers that handle like books, so the text can
be read as we now read book texts. Whether the Web will offer means to market
such "books" as well as professional publishers can is an open question. If
not, then texts oriented toward university courses, particularly large
undergraduate courses, may still be produced and distributed by commercial
publishers. If the Web turns out to be an effective marketing medium, then
authors of the future might well bypass commercial publishers in disseminating
their booksunless, of course, the publishers were to offer other
inducements such as skilled editing or artistic work, well beyond what the
author would be prepared to provide.
However one looks at the situation, the role of the conventional
publisher is very threatened, and the publishing industry must be prepared to
find creative ways to serve authors and readers, if it is to survive for more
than ten or twenty years, in any form even remotely like its present one.
Scientists and scholars often ask now whether middlemen will continue to have a
natural niche in scholarly publication. It is possible to interpret the
contemporary steps by some publishers toward increased restrictions as a "hold
the fort" reaction, which is less productive than a more creative adaptation.
At present, some publishers of scientific journals have adopted pricing
policies for the electronic, on-line versions of their journals that have
stirred intense resistance from some academic institutions, particularly from
the libraries. One possible outcome is that scholarly "journals" will disappear
from commercial publishing houses and remain only as the products of the
professional organizations whose members have strong vested interests in the
continuation of these media. Another is that commercial publishers will find
new paradigms for their pricing. A particularly unlikely one seems to be
evolution of scholarly publication to little else but unrefereed
self-publication. This model seems to be the lurking fear of some of the most
severe skeptics of automatic e-print archive distribution. However, reviewing
prior to publication is so firmly established in the sciences, to establish a
minimum threshold that new material must pass to be suitable for general
discussion in the community, that it seems unthinkable that the community would
surrender that. Rather, it is more likely that communication will evolve to use
both modes--some form of the e-print archive for distribution and the refereed
journal for certification and, we hope, for other forms of added value, such as
links that the e-print archive might not offer.
International Ramifications: "How's the political mood in Sofia today, Ivan?"
One social aspect of electronic communication of which virtually
every American scientist is aware is the ease of communication with colleagues
almost everywhere in the world. Already, this has tied people together socially
as well as professionally. Electronic conferences are no longer rare.
Teleconferencing, at least at low resolution, is no longer expensive. Wireless
telecommunication and earth-circling, high-speed, fiber-optic cables are
already part of the foreseeable future. We can project from these to imagine
the world of personal communication in another two decades, and conjecture what
implications the situation will have. Scientists, like many other computer
users, spend substantial periods each day communicating by email with others in
their discipline. email has become, for many, their preferred mode of informal
communication, terser and far easier to use than voice mail, easier to read and
cheaper than fax, accessible from virtually any part of the globe, and
obviously advantageous over telephone, even with answering machines, because
one can send full messages whether or not the recipient is there to receive
them. By sending attachments to email, one can easily send long documents and
images.
While email and other graphic communication modes will indubitably
persist, we can look a little further ahead and expect audio and video modes to
become moderately common as well. The graphic modes will remain because they
require minimal preparation and minimal bandwidth. In addition audio and video
email are almost sure to become common, in the form of files or packets sent
and stored, much as textual email now is. Live, real-time audio and video will
also appear as computer media; in fact, direct audio communication by
computer-to-computer link is with us already, as is live, real-time text
communication, in the form of programs such as "Talk". The change will be a)
further expansion of video links and b) audio and video message packets that
can be examined at the receiver's will. It will probably be much less than 20
years until we can expect to find a computer in every hotel room, giving the
occupant access to the Internet, just as we now expect to find a telephone.
Many hotel telephones already have sockets for cords to computer modems, but we
don't have to bring our own telephones along when we travel, even though it is
sometimes useful to take a cellular phone. By the same token, we can expect to
have the option of leaving our computers at home and to be provided with
Internet access wherever we stay. Likewise, the time will come when we will
have wireless "telephones" with every computer, which will allow us to connect
to the Internet or its successors from any spot on earthor possibly even
from the moon!
One impact of email communication already, and one that will
inevitably become stronger and stronger with expanded use and modes of
communication, is the cohesion among members of the communicating groups, and
the consequent ready flow of all kinds of information between nations. This, in
turn, will have a greater and greater stabilizing effect on international
relations. It will simply become more and more difficult for anything to stay
secret or unknown to the outside world. Information will flow readily in all
directions, and claims and rumors will be verifiable within the time of an
email turnaround. It will become more and more common for people to "know" one
another via email and e-video independent of or long before their personal
encounter. Especially when e-video becomes as commonly used as email is now,
people's circles of acquaintances and friends will, for many, be far wider and
far more cosmopolitan than at presenteven for scientists now active in
that already international community. (Will we ever reach the point of Internet
marriages consummated only by artificial insemination?)
One optimistic conjecture one might make with some confidence is
that computer communication by simple email might become cheaper and more
widely available internationally than (voice) telephone communication. This
could become a stimulus for literacy exceeding anything schools can now
provide. It is predicated on the notion that simple, inexpensive computers and
the requisite networks, whether wireless or glass fiber, perhaps capable just
of narrow-band, email exchanges, could become cheaper than conventional
telephones, whose bandwidth handles extended calls with the full bandwidth of
voice.
There is an opportunity for developing nations, particularly for
computer-literate scientists in developing nations, to take advantage of the
pattern of evolution of computers and computer prices, to leapfrog into the
computerized world of electronic communication. Foreign aid funds could be
spent for friendly, up-to-date computers and networks to enter this world with
none of the baggage of prior generations of slower, less powerful and less
friendly machines. Whether this will be recognized by those managing the
foreign aid programs of the developed nations is an open question; in some
countries, the international relations community has traditionally been among
the most scientifically illiterate and innumerate parts of the educated
population, so they can hardly be likely to lead such a move toward foreign aid
for computers. However, it is possible that if one or two nations realize the
value of such a program, the other developed nations will follow soon. And from
that, all the benefits described above will naturally ensue. In any event, we
can say with considerable assurance that computer links to library and journal
archives will be far cheaper for developing nations than maintaining libraries
equivalent to those accessible by Internet.
Conclusion: Epilogue
The foregoing discussion is a set of imagined adaptations and
consequences of the transition scientists are going through today and will
continue to go through for the foreseeable future. As yet, we cannot imagine
the state of computers and computer communication when it reaches a stage of
"mature development," when its growth slows to the pace of the prosaic
components of our technological economy, such as transportation and building
construction. Now we can think of so many ways that computers can evolve that
any kind of saturation is far over the horizon. Each new speculation stirs new
awareness of what might be done, and, remarkably, the optimistic possibilities
seem more numerous than the ill or untoward consequences. There are some, but
opportunities offered by computers must surely stand as presenting one of the
brightest outlooks we can find as we look among the many areas in which our
world is changing.
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