They say you shouldn’t believe everything you see on the big screen.
However, in the case of science fiction, the human imagination has gotten a few things right—especially when it comes to futuristic forecasts. Today, the artificial intelligence (AI) revolution is transforming everything, but it turns out we had a hunch about it all along.
When AI Comes to Life
Today’s infographic from Noodle.ai takes a look at how some movie and television predictions for AI’s capabilities have taken hold in the real world.
Many early “predictions” about future technologies certainly missed the mark—but it seems science fiction was able to accurately forecast a thing or two about AI.
AI Basics: Making Life Better
Artificial intelligence is all about equipping machines with the ability to mimic human decision-making processes. It has a wide range of applications, from basic automation to advanced machine learning models.
AI has proliferated into virtually every aspect of life, and in the graphic, it’s clear that several sci-fi-turned-real inventions are aimed at making things more convenient for us humans.
|Sci Fi Prediction||AI in Reality|
|1962: The Jetsons cartoon shows video calls on a tv screen, and a robot maid.||2002: iRobot Roomba is the first robotic vacuum.
2018: Facebook Portal is a video-calling smart display.
2019: Moley robotic kitchen is able to prep meals from scratch and clean up afterwards.
|1966: Star Trek inspired several tech innovations that have become commonplace.||Examples include: Bluetooth headsets, voice assistants, cellphones, and automatic sliding doors.|
|1989: Back to the Future features smart glasses for television and phone calls, and a smart watch which can precisely predict weather.||2012: The Dark Sky app provides custom alerts on the weather to the minute.
2013: Google Glass is able to make calls, send texts, display photos, and provide directions.
2015: Apple Watch comes enabled with WiFi, Bluetooth, a GPS, and even a heart sensor.
|1999: Smart House showcases a fully automated house that is able to respond to verbal requests, cook and clean, and control thermostat settings.||2019: A HGTV contest lets people win a WiFi connected smart house, complete with voice-enabled thermostat and security systems.|
Of course, these have had varying degrees of success. While Google Glass didn’t initially resonate with the wider public, the augmented reality smart glasses have now proved useful in businesses such as manufacturing.
Elsewhere, sci-fi-inspired advances in industries like healthtech are providing a new lease of life for many patients—and continuously reinventing the frontier of what we think is possible.
Sci-Fi Helps Us Push Boundaries
One monumental event in AI history occurred in 1997, when IBM’s Deep Blue beat a chess master at his own game. This event shook the world when we realized what AI could truly be capable of—even though sci-fi had in fact anticipated it 20 years prior.
But as the graphic shows, not all is rosy in science fiction’s likeness of AI. It’s often depicted as something to fear, and certain predictions have proved to be eerily accurate.
|Sci Fi Prediction||AI in Reality|
|1977: K9, a robotic dog in Doctor Who, beats its master at a chess game.||1997: IBM’s Deep Blue computer beats a Russian chess master, Garry Kasparov.|
|1984: Skynet from Terminator, a self-aware AI program, attempts to extinguish humanity.||2019: The U.S. Army creates an autonomous system to “acquire, identify, and target threats” (ATLAS AI).|
|2011: AI monitors surveillance cameras and predicts future criminals in Person of Interest.||2018: The National Data Analytics Solution (NDAS)|
While not all of these are causes for alarm, they clearly demonstrate that sci-fi has the capacity to influence the breakthrough technology we could end up seeing a few years down the line. However, turning reel to real can raise some curious dilemmas.
Rights for Robots?
Last year, the European Parliament debated an interesting question: do robots qualify as people?
The resolution considered granting “personhood” to sophisticated, autonomous robots. However, over 150 AI experts strongly warned against this proposal, arguing it would “blur the relation between man and machine” in a way that is too unethical.
Nevertheless, this thought experiment proves that artificial intelligence is matching our wildest imagined predictions for it.
AI is whatever hasn’t been done yet.
As we move ever closer towards a world where AI is inextricably linked with the everyday, how else could science fiction shape our expectations of the future?
Ranked: The Most Popular Paid Subscription News Websites
Many consumers are reluctant to pay for their news, but those that do turn to trusted sources. Here’s a look at the most subscribed to news websites.
Ranked: The Most Popular Subscription News Websites
While paywalls are becoming increasingly more popular among news websites, most consumers still aren’t willing to pay for their online news.
In fact, a recent survey by the Reuters Institute for the Study of Journalism reveals that only 20% of Americans pay for digital news, and of those that do, the majority subscribe to only one brand.
This begs the question—which news outlets are audiences willing to pay for?
Using data from FIPP and CeleraOne, this graphic looks at the most popular news websites across the globe, based on their total number of paid subscriptions.
*Note: This report relies on publicly available data, and should not be considered an exhaustive list.
The Full Breakdown
With 7.5 million subscriptions, The New York Times (NYT) takes the top spot on the list. 2020 was an exceptionally strong year for the outlet—by Q3 2020, the NYT had generated the same amount of revenue from digital subscriptions as it had for the entire year of 2019.
|1||🇺🇸 The New York Times||7,500,000|
|2||🇺🇸 The Washington Post||3,000,000|
|3||🇺🇸 The Wall Street Journal||2,400,000|
|4||🇺🇸 Game Informer||2,100,000|
|5||🇬🇧 Financial Times||1,100,000|
|6||🇺🇸 The Athletic||1,000,000|
|7||🇬🇧 The Guardian||790,000|
|9||🇬🇧 The Economist||516,000|
|12||🇬🇧 The Sunday Times||337,000|
|13||🇬🇧 The Telegraph||320,000|
|14||🇺🇸 The Atlantic||300,000|
|15||🇮🇹 Corriere Della Sera||300,000|
|16||🇫🇷 Le Monde||300,000|
|17||🇺🇸 The Boston Globe||270,000|
|18||🇦🇷 La Nacion||260,000|
|21||🇺🇸 Los Angeles Times||253,000|
|23||🇺🇸 The New Yorker||240,000|
|25||🇧🇷 Folha de S.Paulo||236,000|
|26||🇸🇪 Dagens Nyheter||208,000|
|27||🇺🇸 Business Insider||200,000|
|31||🇨🇦 The Globe and Mail||139,000|
|34||🇫🇷 Le Figaro||110,000|
|35||🇺🇸 Chicago Tribune||100,000|
|36||🇺🇸 Star Tribune||100,000|
|38||🇫🇮 Helsingin Sanomat||100,000|
The Times is the most popular by a landslide—it has over double the number of subscriptions than the second outlet on the list, The Washington Post. Yet, while WaPo is no match for NYT, it still boasts a strong following, with approximately 3 million paid subscriptions as of Q4 2020.
Japanese outlet Nikkei ranks number one among the non-English news websites. It’s the largest business newspaper in Japan, mainly focusing on markets and finance, but also covering politics, sports, and health.
Legacy Papers: Which Websites Come From Traditional Media?
Most of the websites on this list stem from traditional media. Because of this, they’ve had years to establish themselves as trusted sources, and win over loyal readers.
Interestingly, more than half of the outlets included in this ranking are at least 100 years old.
|Publication||Year Launched||Age (Years)|
|🇬🇧 The Guardian||1821||200|
|🇬🇧 The Sunday Times||1821||200|
|🇫🇷 Le Figaro||1826||195|
|🇬🇧 The Economist||1843||178|
|🇺🇸 Chicago Tribune||1847||173|
|🇬🇧 The Telegraph||1855||166|
|🇺🇸 The Atlantic||1857||164|
|🇸🇪 Dagens Nyheter||1864||157|
|🇺🇸 Star Tribune||1867||154|
|🇦🇷 La Nacion||1870||151|
|🇺🇸 The Boston Globe||1872||149|
|🇮🇹 Corriere Della Sera||1876||145|
|🇺🇸 Washington Post||1877||144|
|🇺🇸 LA Times||1881||140|
|🇬🇧 Financial Times||1888||133|
|🇺🇸 Wall Street Journal||1889||132|
|🇫🇮 Helsingin Sanomat||1889||132|
|🇧🇷 Folha de S.Paulo||1921||100|
|🇺🇸 The New Yorker||1925||96|
|🇨🇦 The Globe and Mail||1936||85|
|🇫🇷 Le Monde||1944||77|
|🇺🇸 Game Informer||1991||30|
|🇺🇸 Business Insider||2007||14|
|🇺🇸 The Athletic||2016||5|
Yet, undeterred by these well-established outlets, a few scrappy websites made the cut despite a shorter history. Four out of the 38 websites are less than 20 years old.
The Athletic is the newest outlet to make the ranking. Established in 2016, the outlet’s target demographic is die-hard sports fans who miss the days of in-depth, quality sports writing.
The Need For Trusted Sources
Amidst the global pandemic, issues involving misinformation and fake news have helped reaffirm the important role that trusted news sources play in the dissemination of public information.
With this in mind, it’ll be interesting to see what the future holds for digital media consumption. With paywalls becoming increasingly more common, will consumers jump on board and eventually be more willing to pay for their news?
Visualizing the Power Consumption of Bitcoin Mining
Bitcoin mining requires significant amounts of energy, but what does this consumption look like when compared to countries and companies?
Visualizing the Power Consumption of Bitcoin Mining
Cryptocurrencies have been some of the most talked-about assets in recent months, with bitcoin and ether prices reaching record highs. These gains were driven by a flurry of announcements, including increased adoption by businesses and institutions.
Lesser known, however, is just how much electricity is required to power the Bitcoin network. To put this into perspective, we’ve used data from the University of Cambridge’s Bitcoin Electricity Consumption Index (CBECI) to compare Bitcoin’s power consumption with a variety of countries and companies.
Why Does Bitcoin Mining Require So Much Power?
When people mine bitcoins, what they’re really doing is updating the ledger of Bitcoin transactions, also known as the blockchain. This requires them to solve numerical puzzles which have a 64-digit hexadecimal solution known as a hash.
Miners may be rewarded with bitcoins, but only if they arrive at the solution before others. It is for this reason that Bitcoin mining facilities—warehouses filled with computers—have been popping up around the world.
These facilities enable miners to scale up their hashrate, also known as the number of hashes produced each second. A higher hashrate requires greater amounts of electricity, and in some cases can even overload local infrastructure.
Putting Bitcoin’s Power Consumption Into Perspective
On March 18, 2021, the annual power consumption of the Bitcoin network was estimated to be 129 terawatt-hours (TWh). Here’s how this number compares to a selection of countries, companies, and more.
|Name||Population||Annual Electricity Consumption (TWh)|
|All of the world’s data centers||-||205|
|State of New York||19.3M||161|
|Walt Disney World Resort (Florida)||-||1|
Note: A terawatt hour (TWh) is a measure of electricity that represents 1 trillion watts sustained for one hour.
Source: Cambridge Centre for Alternative Finance, Science Mag, New York ISO, Forbes, Facebook, Reedy Creek Improvement District, Worldometer
If Bitcoin were a country, it would rank 29th out of a theoretical 196, narrowly exceeding Norway’s consumption of 124 TWh. When compared to larger countries like the U.S. (3,989 TWh) and China (6,543 TWh), the cryptocurrency’s energy consumption is relatively light.
For further comparison, the Bitcoin network consumes 1,708% more electricity than Google, but 39% less than all of the world’s data centers—together, these represent over 2 trillion gigabytes of storage.
Where Does This Energy Come From?
In a 2020 report by the University of Cambridge, researchers found that 76% of cryptominers rely on some degree of renewable energy to power their operations. There’s still room for improvement, though, as renewables account for just 39% of cryptomining’s total energy consumption.
Here’s how the share of cryptominers that use each energy type vary across four global regions.
|Energy Source||Asia-Pacific||Europe||Latin America|
and the Caribbean
Source: University of Cambridge
Editor’s note: Numbers in each column are not meant to add to 100%
Hydroelectric energy is the most common source globally, and it gets used by at least 60% of cryptominers across all four regions. Other types of clean energy such as wind and solar appear to be less popular.
Coal energy plays a significant role in the Asia-Pacific region, and was the only source to match hydroelectricity in terms of usage. This can be largely attributed to China, which is currently the world’s largest consumer of coal.
Researchers from the University of Cambridge noted that they weren’t surprised by these findings, as the Chinese government’s strategy to ensure energy self-sufficiency has led to an oversupply of both hydroelectric and coal power plants.
Towards a Greener Crypto Future
As cryptocurrencies move further into the mainstream, it’s likely that governments and other regulators will turn their attention to the industry’s carbon footprint. This isn’t necessarily a bad thing, however.
Mike Colyer, CEO of Foundry, a blockchain financing provider, believes that cryptomining can support the global transition to renewable energy. More specifically, he believes that clustering cryptomining facilities near renewable energy projects can mitigate a common issue: an oversupply of electricity.
“It allows for a faster payback on solar projects or wind projects… because they would [otherwise] produce too much energy for the grid in that area”
– Mike Colyer, CEO, Foundry
This type of thinking appears to be taking hold in China as well. In April 2020, Ya’an, a city located in China’s Sichuan province, issued a public guidance encouraging blockchain firms to take advantage of its excess hydroelectricity.
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