The Hallmark Flaw of the Mass Media

Ask historians to say when the Industrial Era began and they will cite dates in the 18th or 19th centuries when a factory powered by hydraulics or steam engine was first constructed in their nation. I think they’re wrong. The start of the Industrial Era shouldn’t be defined by what powered mechanisms of mass production, but by the invention of such a mechanism itself. In approximately 1454, the entrepreneurial metallurgist Johannes Gutenberg invented the moveable type printing press: the world’s first mass production device.
Prior to Gutenberg, books were rarities, affordable only by the church or the rich. A typical scribe or monk in a scriptorium could copy by hand two to four pages daily, laboriously producing a simple book in three to six months. If the book was also ‘illuminated’ with illustrations or decorations, it could take up to three years. Gutenberg’s press used metal type characters that were set in a mirror-image analog of the page to be printed. This was then inked and pressed onto paper. A two-man team operating the press lever or crank could imprint hundreds of pages daily, enough to produce hundreds of books per month, more than a lifetime’s production by a scribe or monk.
The societal effects of Gutenberg’s press are often cited as ending the Middle Ages and beginning the Modern Era. This first mass production device fundamentally improved how human beings distribute, store, and trust information.
Nearly half a millennium later, Guglielmo Marconi’s invention of wireless broadcasting markedly extended the immediacy and reach of information. He converted electrical teletype signals into analog electromagnetic waves of radiation that could be instantly received across huge distances. The later additions of microphones and photovoltaic sensors and cathode receiver tubes resulted in radio and television.
From these analog production and distribution technologies of the Industrial Era arose the theories, doctrines, business models, products, services, and practices that are now colloquially known as the Mass Media. Their industries globally generate US$3 trillion in gross revenues annually.
The Present
Since the mid-1990s, the Mass Media industries have created online versions of their Industrial Era products and services ‘converged’ into multimedia websites or ‘streaming’ services. The industries hoped that consumers and advertisers would utilize the websites the same way (i.e., as often and thoroughly) as consumers had printed products or broadcast services during the 20th Century. The industries hoped that the same Industrial Era business models would work, too. Moreover, these industries hoped that eliminating the costs of purchasing, printing, and delivering paper products and eliminating the regulatory licensing hassles and transmission antenna or cable and satellite delivery systems carriage costs incurred with traditional broadcasts would result in far greater net revenues than the industries had ever generated.
Their hopes failed. Instead, virtually every sector of the Mass Media industries has seen its daily consumer audiences and advertising clientele, and thus gross revenues, decline when adjusted for economic inflation or population growth. In some Mass Media sectors, the failures are titanic. For instance, the U.S. newspaper daily industry, with remarkably rare exceptions during the past 30 years, has lost some 70 percent of its gross revenues, readership, and advertising clientele.
The disastrous results occurred because the Mass Media industries, in their attempts to adapt to the Informational Era’s personal computer-mediated technologies, overlooked or forgot the hallmark flaw of the Industrial Era’s analog technologies from which those industries arose. In the postgraduate media management courses that I taught for 14 years and my papers published in scholarly journals, I termed this hallmark flaw ‘analog uniformity’. Each pressrun prints identical copies. Every simultaneous listener or viewer of a broadcast hears or sees an identical program on that frequency or channel. With the analog technologies of the Industrial Era, there is no practical way to mass produce printed editions or broadcast programs which contain bespoke (i.e., fully customized) contents to each recipient consumer’s own unique mix of needs, interests, and tastes.
This flaw wasn’t grave during the first 500 years of the Mass Media, when the overall supply of news, entertainment, and other information was scarce and printed periodical page space limited. Publishers initially chose the most universal of topics. Gutenberg famously printed Bibles in Christian Europe. As newspapers and later magazines emerged from presses, royal edicts and national news, and reports about wars and disasters, soon became the most popular secular topics printed. Writers started journals which became journalism. As the supplies of news, entertainment, and other information available for publications grew, editors began selecting stories according to two concomitant criteria: (1) stories about which there is the greatest common interest, and (2) important stories about which the editors think their community must be informed. Broadcasters adopted these same criteria when conceiving and producing their programs. Even as recently as 20 years ago, before most offices and homes in developed nations gained broadband Internet access or ‘smartphones’ were invented, this hallmark flaw of the Mass Media wasn’t calamitous.
Indeed, once circa 2006 the majority of offices and homes in developed nations had gained broadband access, and particularly three years later consumers began purchasing mobile phones that could retrieve and display multimedia contents, the Mass Media industries presumed the new media environment finally had become ripe for reaping their own online successes. Tragically, the industries either forgot or overlooked two fundamental facts:
First, they had inadvertently transplanted the hallmark flaw of Industrial Era analog media technologies into their Informational Era products and services, a huge flaw that these new media technologies inherently didn’t have. Second, the exponentially accelerating advancements of Moore’s Law and its corollaries were quickly turning the global media environment upside-down. Traditional scarcity of information flipped to surplus, ensuing inversions in not only the economics of information but also the power dynamics of transactions among content creators, intermediaries, and consumers.
The Mass Media industries had been forewarned about the epochal transformation that would forever alter how people obtain news, entertainment, and other information, and obsolesce many of the industries, theories, doctrines, business models, products, services, and practices known as the Mass Media. In his seminal 1995 book, Being Digital, Nicholas Negroponte, founder and chairman emeritus of Massachusetts Institute of Technology’s Media Lab, wrote:
There is another way to look at a newspaper, and that is as an interface to news.
Imagine a future in which your interface agent can read every newswire and newspaper and catch every TV and radio broadcast on the planet and then construct a personalized summary. This kind of newspaper is printed in an edition of one.
What if a newspaper company were willing to put its entire staff at your beck and call for one edition? It would mix headlines news with ‘less important’ stories relating to acquaintances, people you will see tomorrow, and places you are about to go to or have just comes from. It would report on companies you know. In fact, under these conditions, you might be willing to pay the Boston Globe a lot more for ten pages than for a hundred pages, if you could be confident that it was delivering you the right subset of information. You would consume every bit (so to speak). Call it The Daily Me.
Two years later, Roger Fidler, former Director of New Media Development for the Knight-Ridder newspaper chain, wrote in his book, Mediamorphosis: Understanding New Media:
The vision that CMC [Computer-Mediated Communications] technologies employing advanced personal ‘agents’ will ultimately empower individuals to bypass, and perhaps replace, traditional information and entertainment gatekeepers has strong appeal within some groups.…A more all-encompassing Daily Me presents a much more difficult problem on CMC systems. But with more powerful microprocessors and a significant increase in telecommunications bandwidth, some version of the Daily Me is bound to emerge before the year 2010.
In What Newspapers And Their Web Sites Must Do To Survive, published in 2004 by the University of Southern California’s Online Journalist Review, I wrote:
For its survival, the newspaper industry must produce and automatically deliver, wired and wirelessly, entirely intact and individually customized editions that are smaller, vertically formatted, and that combine the graphical layout capabilities of print and the interactive multimedia capabilities of the Web, and flow to fit any display screen or printed paper size.
Appearing in 2006 on The New York Times’ Best Seller List, The Long Tail: Why the Future of Business is Selling Less of More, a book by Chris Anderson, former editor of Wired Magazine, focused entirely on computer-mediated technologies’ capabilities to provide to each individual a selection of items that better matches that individual’s unique mix of needs, interests, and tastes, rather than the mainly items of greatest common interest. In that year, Amazon, Inc., a company already using that new business model, had grown to a market capitalization of $16 billion and today is a $2.2 trillion company.
Many Mass Media traditionalists abhor the concept of using computer-mediate technologies to aggregate and provide a bespoke feeds of news, entertainment, and other information to each consumer. For instance, in a 2009 column entitled the Daily Me, Nicholas Kristoff of The New York Times warned that social science studies indicate human beings don’t naturally seek “good information” but rather information that corroborates their existing prejudices. He predicted that the ‘Daily Me’ concept would cause people to insulate in “hermetically sealed political chambers” or the “reassuring wombs of an echo chamber.”
I think that such mass hermeticization had already occurred by 2009 in the U.S. after the Mass Media industries’ 1996 launches of Fox News and MSNBC television networks. Moreover, as much as Kristoff mentions a human tendency to seek corroboration, I point to an even more predominant human behavior: the tendency to seek and obtain the best possible mix of items that match your own individual needs, interests, and tastes. It is the tendency that makes each of us individual (‘individuated’) and has been rather thoroughly confirmed by Freud, Jung, Habermas, et. al.
Many hidebound Mass Media executives also misperceive consumers’ growing demand for more individuated media as the ‘fragmenting’ or ‘atomizing’ of audiences, which from an Industrial Era perspective might seem true. However, Anderson in The Long Tail quotes me:
The individuals haven’t changed; they’ve always been fragmented. What’s changing is their media habits. They’re now simply satisfying the fragmented interests that they’ve always had.
I’ll write in subsequent editions of this newsletter about how the Mass Media industries myopic misperception that they could transplant their traditional products and services, business models, doctrines, and theories into computer-mediated technologies was an industrial-scale example of the Einstellung Effect, the tendency to use traditional thinking to solve a novel problem even though better or more appropriate and analytical methods of solving the problem exist. For now, however, let’s advance to the third act of this tragedy.
The Future
As the capabilities of computer-mediated technologies ever more articulately aggregate, select, and deliver individuated feeds of news, entertainment, and other information to each of the world’s consumers ineluctably continued to advance exponentially, sooner or later a company or companies would commercialize it. What was remarkable in the new media environment, however, was that the companies that did weren’t initially founded to do so, but then phenomenally succeeded.
For example, Google was founded as a company selling webpage ranking software, not as a media company providing news, entertainment, and other types of information, nor selling advertising space or time. Facebook, which was originally founded as a ‘hot or not’-type friend or date finding application first at Harvard University. Twitter (now known as X) was founded as a group messaging application rather than any source of news, entertainment, or other information. The stories are similar for many search engines and social media applications that started in other nations. These startup companies, however, understood computer-mediated technologies’ capabilities to create individuated services and contents feeds. And they also understood the novel business doctrine nowadays called ‘User-Driven Innovation’ in which if most of their customers begin using their product or service for other than the purposes for which those were initially intended, pivot and focus that product or service on that new purpose rather than fight it.
During the past 25 years ago, literally billions of consumers started discovering that by ‘search engine’ and ‘social media’ services to connect to their friends, denote their ‘Likes’, and let these services’ algorithms record what they watch or search, they then could start receiving increasingly articulate feeds of news, entertainment, other information, discussions, and friendships. These individuated feeds are a better match to their individual needs, interests, and tastes than the products or services from any Mass Media company or alliance of such companies can provide. Additionally, even newer startup companies have launched services that use computer-mediated technologies solely to provide individuated streams of music to consumers (Pandora, Spotify, etc.).
Because search engines, social media, and other individuated streaming services all have mass production and mass reach capabilities equal or greater to the Mass Media yet with the unprecedented simultaneous capability of mass individuation, are entirely based and reliant upon computer-mediated technologies, have no possible analog media equivalents, and overcome or obsolescence numbers of the Mass Media’s theories, doctrines, business models, products, services, and practices, I radically posit these to be an entirely new genus of media, rather than ancillary some spinoffs or ancillaries of the Mass Media. In my classroom and scholarly publications, I’ve termed them the Individuated Media.
Once the Mass Media industries noticed the growing popularity of Individuated Media, those traditional industries create their own accounts on these new services so that their websites might receive online traffic from these. That soon became the Mass Media industries’ main sources of online traffic, yet primarily because billions of consumers were abandoning their habitual usage of the Mass Media industries and switching to the Individuated Media industries’ services. Google and Facebook have become two of the fastest growing companies in world history and between them now control slightly more than half of the world’s ‘digital’ advertising sales, including local advertising. Earlier this year, the Reuters Institute at Oxford University reported that the social media sector of the Individuated Media industries has now become the predominant means by which people of the world first obtain news, entertainment, and other information, eclipsing television for those purposes.
The phenomenal popular and financial successes of Individuated Media industries at the expense of the Mass Media industries has motivated some the latter to lobby their national governments to force Individuated Media companies to pay some financial compensation for their losses. That is now law in Australia and Canada, yet the compensations aren’t nearly the magnitude of the losses.
Worse for the Mass Media industries, the exponentially advancing capabilities of computer-mediated technologies have now reached the capabilities of Artificial Narrow Intelligence, otherwise known as Generative or Agentic ‘AI’. The search engine sectors of the Individuated Media industries are no longer mainly providing to consumers links to Mass Media industries’ websites and instead themselves using AI to answer consumers’ search questions. This means that the Mass Media industries have immediately seen their websites’ traffic drop by 40 or more percent, with commensurate declines in those websites’ advertising sales revenues.
Such usage of AI by the Individuated Media industries will only increase as the exponentially advancing capabilities of computer-mediated technologies do. Atop the past 20 years’ huge declines in the Mass Media industries’ audiences, advertisers, and revenues, these developments portent those increasingly antiquated industries probable doom.
Although the Mass Media industries have begun studying how to use AI, because those industries are still largely clueless that the huge consumer demand for individuated services is why competition from Individuated Media services are the root causes of their audience, advertisers, and revenues losses, they are myopically focusing their experiments with AI on newsroom usage, rather than in using AI’s peerless ever-increasing capabilities to individuate news, entertainment, and other informational services, which is exactly how Individuated Media uses AI.
The exponential progress of Moore’s Law, the concurrent rise in Artificial Intelligence’s capabilities, and even the possible introduction of practical Quantum computing, will likely ensure ever increasing individuation of media services during the 21st Century.







