We live in an era of big promises but results that fall far short of expectations. Take the failed construction startup Katerra. Founded in 2015, the company claimed it would use the approaches of digital and mass production industries, including glued and laminated mass timber products and modular design, to disrupt the construction industry, long seen as a bastion of backward, inefficient craft labor. Many people enthusiastically bought into this vision. Over six years, the company raised $3 billion, including $2 billion from Japanese telecom and investment giant SoftBank Group.
In 2021, the global construction industry had a market size of about $11.5 trillion. Any company that truly disrupted and claimed a large chunk of such a huge market would be one of the largest winners in industrial history. But Katerra was not to be that company. It failed for many reasons, including because it hubristically underestimated the complexity of construction. It went belly-up in June 2021.
Journalism and popular culture today are full of similarly large promises around a slew of other emerging technologies, including artificial intelligence, self-driving vehicles, the sharing economy and delivery apps, AI for healthcare, fusion energy, nanotechnology, bio-electronics of the Theranos kind, virtual reality, augmented reality, commercial drones, domestic robots, blockchain, the Internet of Things, asteroid mining, and smart homes. Yet, so far at least, the hype around these technologies far outweighs the creation of successful products and services and growing markets for them.
There is plenty of countervailing evidence that should lead us to question the dramatic claims made of these technologies and the health of an economy so deeply and highly invested in the tech sector. Yet the many setbacks and outright failures rarely lead industry leaders and boosters to reflect, instead of merely upping the promises.
Its now very well known among those who follow the economics of technology that the United States and other industrial nations have experienced pronounced low productivity growth since 2004, precisely the period during which we have heard some of the most exaggerated claims about some of the technologies listed above. Moreover, one of us (Funk) has published several articles demonstrating a gap between hype and reality: One such piece, for example, showed that artificial intelligence technologies are unlikely to produce significant productivity changes soon and will more likely give birth to slow incremental improvements over decades. Another showed that annual and cumulative losses for todays startups are far higher than those of previous decades, suggesting big problems in venture capital. If these new technologies are so great, why cant they make money?
More recently, however, we have found that the gap between promises and reality become even clearer when we compare much-hyped technologies of the past decade to new technologies of previous decades that did lead to significant change. To show just how ridiculous recent claims are, we gathered data on the revenues of new technologies from previous decades, with an emphasis on new ones that are purportedly behind the so-called digital transformation of companies, factories, homes, and roads. We find a fairly radical disconnect between newer technologies and what came before.
Most observers would consider 1950s computing and their electronic components, transistors, and integrated circuits to represent the beginning of the digital transformation. Mainframe computers began to have an impact in the 1950s and 1960s, minicomputers and robots in the 1960s and 1970s, and personal computers in the 1970s and 1980s, with packaged software for them not far behind. Behind these new computers were rapid improvements in microprocessors (from the late 1960s), memory (from the early 1970s), and graphic processors (from the early 1980s). These changes developed enormous markets. In 1989, for example, 21 million PCs were sold at an average of about $3,000 each for a total market of $63 billion ($132 billion in 2020 dollars).
Bigger changes began to occur in the 1990s as networking equipment enabled these computers to be connected both within and between companies, largely based on rapid improvements in fiber optics. The commercial internet was born. Construction of the internet accelerated, giving us e-commerce, enterprise software such as customer relationship management and manufacturing resource planning, and widespread use of mobile phones.
These changes also quickly led to large markets. E-commerce, internet hardware, and software, and mobile service revenues had reached $446 billion, $315 billion, $282 billion, and $230 billion respectively by 2000 (1998 for mobile services), all in 2020 dollars to simplify comparisons to subsequent decades. Internet-connected personal computers also likely led to significant economic growth, with a period of high productivity gains between 1994 and 2004 that outpaced both the period from 1970 and 2004 and the period between 2004 and the present.
The 2000s were the beginning of rapid growth for smartphones, cloud computing, online advertising, social networking, and e-books. Cloud computing had global revenues of $127 billion by 2010 (also in 2020 dollars), and online advertising of $81 billion by 2010. Facebook had 550 million users by the end of 2010. (Some of this growth accelerated during the end of the 2000s and thus the quoted figures are for a year after 2010.) The iPhone was introduced in 2007, and the App Store and Android phones followed in 2008. The global revenues for smartphonesreached $293 billion by 2012, pushing more people to mobile web browsing, navigation services, and a smattering of new apps.
We see something shifting in the 2010s, which were a decade of growing markets for existing technologies, but less so for new ones. Although revenues for e-commerce, cloud computing, smartphones, online advertising, and other technologies continued to grow, only one category of new technology had achieved $50 billion in sales by 2020. That was video streaming, which is more applicable to consumers than to corporate digital transformation efforts. (See the table below.) The next closest was big data/algorithms with $46 billion, tablet computers with $40 billion (the iPad introduced in 2010), and OLED displays with $32 billion in revenues; the latter is also not usually considered part of corporate digital transformation efforts.
Artificial intelligence, virtual reality, augmented reality, commercial drones, smart homes, and blockchain have even smaller markets. Even the Internet of Things had only reached 20% of the number of connected devices projected in 2012 for 2020 and most of those devices were smartphones. To add insult to injury, many hyped startups in these sectors, such as Uber, Lyft, Palantir, Airbnb, Bloom Energy, Nutanix, and Snap have cumulative losses of more than $3 billion each, the amount Amazon had at its peak; they are still unprofitable, and their total cumulative losses are $58 billion and rising.
[Market size of large current high-tech categories. Data from assorted market research reports; see links above.]
Again, contrast these market sizes with what came before: E-commerce, which was launched with the commercialized internet in the early 1990s, had reached $446 billion (in 2020 dollars) less than a decade later. Talk of smart homes began in earnest around the year 2000 but the U.S. market is only $20 billion today. OLEDs were first used in phones in 2007, yet their revenues were only $46 billion in 2020 and the first VR headset was released in 1991, yet its revenues are only $16 billion.
Big data and its successor, AI, are particularly disappointing because they are the technologies that were supposed to bring us the productivity improvements necessary for an accelerating digital transformation. Not only are their market sizes still small, but they have been heavily criticized for both impacting low-income and minority groups and for failing to deliver technically. Those concerns indicate that their impact on productivity growth might be even smaller than their market sizes suggest.
Without a strong base of growth in the 2010s, it is unlikely the newest technologies will achieve high market sizes by 2030.
Why is the slow growth in new technologies in the 2010s a problem? Among other reasons, because their future growth depends on the base that was established for them in the 2010s, and this base remains surprisingly weak. E-commerce, enterprise software, online advertising, social networking, and cloud computing now have huge markets because large bases for them were established decades ago in the 1990s and the 2000s, and as a result exponential growth has built from this large base. But without a strong base of growth in the 2010s, it is unlikely the newest technologies will achieve high market sizes by 2030, and thus they cannot have a big impact on productivity by then. This is simply how exponential growth works.
Explaining why the growth in new technologies was slow during the 2010s is a more complex and challenging question, one that must be left to other articles. The point we wish to make here is that digital transformation has not achieved what many had expected by 2020 and thus productivity improvements will likely take much longer to emerge than techno-optimists have thought they would take. Comparing market sizes between newer and older technologies adds to the pile of evidence suggesting that our current tech industry is not what its boosters claim it is. If we want higher productivity growth, we need to develop different ways of thinking, but first and most of all we must come to grips with the bleak realities of our era, with all of its big promises that simply havent delivered.
Jeffrey Funk is a consultant and a former professor at the National University of Singapore and Pennsylvania State University. Lee Vinsel is an assistant professor of science, technology, and society at Virginia Tech University and a cofounder of The Maintainers.
Link:
We're living in an age of big tech promises and small results - Fast Company
- Report Sounds Alarm Over Growing Role of Big Tech in US Military-Industrial Complex - Common Dreams - April 18th, 2024 [April 18th, 2024]
- Big Tech's ad transparency tools especially X's are failing at their jobs, report finds - Mashable - April 18th, 2024 [April 18th, 2024]
- Big Tech Taps AI Agents to Drive Revenue Growth - PYMNTS.com - April 18th, 2024 [April 18th, 2024]
- National privacy standard eyed by Congress for data harvested by big tech companies Nebraska Examiner - Nebraska Examiner - April 18th, 2024 [April 18th, 2024]
- Big Tech is on a generative AI hiring spree - Fast Company - April 18th, 2024 [April 18th, 2024]
- Disruptive Innovation in the Era of Big Tech - HBR.org Daily - April 18th, 2024 [April 18th, 2024]
- Betting on US Big Tech? Top Earnings Reports to Watch in the Coming Week - FX Empire - April 18th, 2024 [April 18th, 2024]
- Big Tech Earnings Are Just Around the Corner - Meta Platforms (NASDAQ:META) - Benzinga - April 18th, 2024 [April 18th, 2024]
- WATCH LIVE: Will Cain holds panel to discuss Big Tech and Trump trial - Fox News - April 18th, 2024 [April 18th, 2024]
- Google fires 28 workers in aftermath of protests over big tech deal with Israeli government - The Bakersfield Californian - April 18th, 2024 [April 18th, 2024]
- Big Tech offices are getting smaller and that spells trouble for landlords - Quartz - April 18th, 2024 [April 18th, 2024]
- Asking Big Tech to police AI is like turning to 'oil companies to solve climate change,' AI researcher says - Fortune - April 18th, 2024 [April 18th, 2024]
- Big Tech Comes to Small Town: A Bitcoin Mining Story in Spur - CoinDesk - April 18th, 2024 [April 18th, 2024]
- Big Tech loses its appetite for office space, adding to landlords woes - Inman - April 18th, 2024 [April 18th, 2024]
- Google restructure leads to job cuts - Mobile World Live - April 18th, 2024 [April 18th, 2024]
- FTC's Lina Khan talks big tech monopolies on The Daily Show - The Ticker - April 18th, 2024 [April 18th, 2024]
- Digital public infrastructure will drive the future, not big tech: Amitabh Kant - BusinessLine - April 18th, 2024 [April 18th, 2024]
- Big tech is downsizing work space in another blow to office real estate | Mint - Mint - April 18th, 2024 [April 18th, 2024]
- UK Plans Talks With Big Tech to Limit Online Harm for Teens - Bloomberg - April 18th, 2024 [April 18th, 2024]
- Canada to Start Taxing Tech Giants in 2024 Despite US Complaints - Bloomberg - April 18th, 2024 [April 18th, 2024]
- US quarterly earnings to feature big growth in tech-related companies - Reuters - April 18th, 2024 [April 18th, 2024]
- Our View: Big Tech: Google continues to harm news groups for its own profit - Mankato Free Press - April 18th, 2024 [April 18th, 2024]
- Deepfake victims must punish Big Tech because Congress wont - The Hill - April 18th, 2024 [April 18th, 2024]
- Big tech kneecaps anyone researching it. The online harms bill needs to remove barriers to analysis - Policy Options - April 18th, 2024 [April 18th, 2024]
- Global future will not be driven by big tech but by India's DPI: Amitabh Kant - Moneycontrol - April 18th, 2024 [April 18th, 2024]
- Kids Code bills prompt epic showdown between regulators, activists and big tech firms - Biometric Update - April 18th, 2024 [April 18th, 2024]
- Tech Firms Retreating From Office Market - The Real Deal - April 18th, 2024 [April 18th, 2024]
- UKs antitrust enforcer sounds the alarm over Big Techs grip on GenAI - TechCrunch - April 18th, 2024 [April 18th, 2024]
- Time for government to regulate big tech - ACS - April 18th, 2024 [April 18th, 2024]
- UK Markets Authority Warns of AI Market Capture by Big Tech - BankInfoSecurity.com - April 18th, 2024 [April 18th, 2024]
- 2023 Boosts Big Techs AI monopoly? Google, Microsoft, Nvidia, and others wield money power - HT Tech - January 2nd, 2024 [January 2nd, 2024]
- Alphabet (GOOGL) and Meta Shows Power of Ads Over Subscriptions - Bloomberg - January 2nd, 2024 [January 2nd, 2024]
- Looking Beyond The 'Magnificent 7' Analysts Just Upgraded These Three Large-Cap Stocks - Anheuser-Busch - Benzinga - January 2nd, 2024 [January 2nd, 2024]
- Mapping the Biggest Tech Talent Hubs in the U.S. and Canada - Visual Capitalist - January 2nd, 2024 [January 2nd, 2024]
- Google, Meta, other tech giants slash DEI-related jobs, resource groups in 2023: Report - Fox Business - January 2nd, 2024 [January 2nd, 2024]
- South Koreas proposed tech regulations would be a gift to China - The Hill - January 2nd, 2024 [January 2nd, 2024]
- Outlook 2024: Big changes to expect in personal tech - The Indian Express - January 2nd, 2024 [January 2nd, 2024]
- Big Tech Dumped $17 Billion Into AI Companies in 2023 Despite Frozen Market - The Messenger - January 2nd, 2024 [January 2nd, 2024]
- Why OpenAI signals the start of the post-Christensen startup world - Tech.eu - January 2nd, 2024 [January 2nd, 2024]
- Opinion | Lindsey Graham and Elizabeth Warren: When It Comes to Big Tech, Enough Is Enough - The New York Times - July 29th, 2023 [July 29th, 2023]
- Globe editorial: Canada can't tackle Big Tech on its own - The Globe and Mail - July 29th, 2023 [July 29th, 2023]
- July jobs report and more Big Tech earnings are in the week ahead after markets notch historic run for Dow - CNBC - July 29th, 2023 [July 29th, 2023]
- A Setback in the F.T.C.'s Fight Against Big Tech - The New Yorker - July 29th, 2023 [July 29th, 2023]
- Be strong in the fight against Big Tech, Canada - Canada's National Observer - July 29th, 2023 [July 29th, 2023]
- Decoding volatility: Are big tech stocks as stable as we think? - CryptoSlate - July 29th, 2023 [July 29th, 2023]
- Patients think their health data will be leaked and don't trust big tech ... - Contemporary Pediatrics - July 29th, 2023 [July 29th, 2023]
- The Role of Artificial Intelligence in Big Tech Earnings Season - Fagen wasanni - July 29th, 2023 [July 29th, 2023]
- The problem with Big Tech's voluntary AI safety commitments - Emerging Tech Brew - July 29th, 2023 [July 29th, 2023]
- How the Crypto Market Prepares Ahead of Big Tech Earnings ... - BeInCrypto - July 29th, 2023 [July 29th, 2023]
- Tony Anscombe: It's Misleading to Ask if Big Tech Wants to Read ... - BroadbandBreakfast.com - July 29th, 2023 [July 29th, 2023]
- The Week Ahead: Fed, ECB and BoJ set rates, and Big Tech ... - Financial Times - July 29th, 2023 [July 29th, 2023]
- China's Big Tech making a comeback with Beijing offering fresh ... - The Straits Times - July 29th, 2023 [July 29th, 2023]
- Montgomery County school district sues Big Tech over youth mental ... - Washington Times - June 18th, 2023 [June 18th, 2023]
- Big Tech knows most Brits don't know how to protect their online ... - TechRadar - June 18th, 2023 [June 18th, 2023]
- The time for talk is over is time for action on data privacy - The Hill - June 18th, 2023 [June 18th, 2023]
- Meet the man calling out Big Techs climate hypocrisy - Corporate Knights Magazine - June 18th, 2023 [June 18th, 2023]
- Letter: UK watchdog's tough stance on Big Tech should reassure MPs - Financial Times - June 18th, 2023 [June 18th, 2023]
- Peter Thiel on Big Tech: A Throwback Lecture - Walter Bradley Center for Natural and Artificial Intelligence - June 18th, 2023 [June 18th, 2023]
- Big Tech Is Big Tobacco - The Lever - May 6th, 2023 [May 6th, 2023]
- Graham fires warning shot at Big Tech: Were going to unleash the courtrooms of America on you - Fox News - May 6th, 2023 [May 6th, 2023]
- Experts weigh the current cost of anticompetitive behavior in Big ... - NYU Law - May 6th, 2023 [May 6th, 2023]
- Big Tech lobbying on AI regulation as industry races to harness ... - Center for Responsive Politics - May 6th, 2023 [May 6th, 2023]
- 'Big Tech is knowingly fueling a mental-health crisis in this country ... - Morningstar - May 6th, 2023 [May 6th, 2023]
- EY's Abandoned Split Exposes Obstacles to Big Tech Consulting - Bloomberg Tax - May 6th, 2023 [May 6th, 2023]
- Apple CEO Tim Cook calls mass layoffs a last resort, as the company avoids the giant job cuts of its Big Tech peers - Yahoo Finance - May 6th, 2023 [May 6th, 2023]
- Big Tech stocks are flying! Which ones are the best buys today? - Motley Fool UK - May 6th, 2023 [May 6th, 2023]
- Why Indian start-ups have accused the Internet and Mobile Association of India of spreading Big Tech propaganda - The Indian Express - May 6th, 2023 [May 6th, 2023]
- Intimate Images Protection Update Big Tech Warned To Be Ready ... - BC INJURY LAW - May 6th, 2023 [May 6th, 2023]
- Apple Stock and Big Tech Are Winners. Why Cathie Wood's ARK Is Still a Loser. - Barron's - May 4th, 2023 [May 4th, 2023]
- White House officials will meet Big Tech CEOs as President Biden looks to tackle AI safety concerns - Yahoo Canada Finance - May 4th, 2023 [May 4th, 2023]
- The top 10 buzziest companies Gen Z wants to work fornone of them are in Big Tech, says new report - CNBC - May 4th, 2023 [May 4th, 2023]
- Apple Reports Earnings Today. What to Expect. - Barron's - May 4th, 2023 [May 4th, 2023]
- Big Tech Earnings: Time to Take Another Bite of Apple? - Yahoo Finance - May 4th, 2023 [May 4th, 2023]
- Vibe Check: Big Tech Is Losing Its 'Luster' For The Class Of 2023 Amid Mounting Layoffs And An Uncertain Economy - Forbes - May 4th, 2023 [May 4th, 2023]
- Lindsey Graham says Big Tech will kill online child safety bill, teases plan with Elizabeth Warren - Washington Times - May 4th, 2023 [May 4th, 2023]
- 'Break them open' new EU rules coming for Big Tech - TNW - May 4th, 2023 [May 4th, 2023]
- EY's Abandoned Split Exposes Obstacles to Big Tech Consulting - Bloomberg Law - May 4th, 2023 [May 4th, 2023]
- Open Source Communities Need More Than Funding From Big Tech - DevOps.com - May 4th, 2023 [May 4th, 2023]
- Night School, Class 3: Big Tech vs the insurgents - Financial Times - May 4th, 2023 [May 4th, 2023]
- MM View: The Big Tech monster is coming for you - but only if you let it - Money Marketing - May 4th, 2023 [May 4th, 2023]