A Visual Timeline of AI Predictions in Science Fiction
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A Visual Timeline of AI Predictions in Sci-Fi



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.

AI Predictions in Science Fiction

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 PredictionAI 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 PredictionAI 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.

—Tesler’s Theorem

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?

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The Cost of Mining Bitcoin in 198 Different Countries

Mining bitcoin is costly. But the exact price fluctuates, depending on the location and the cost of electricity in the area.



Cost of Mining Bitcoin in 198 Different Countries

View a higher resolution version of this map.

It takes an estimated 1,449 kilowatt hours (kWh) of energy to mine a single bitcoin. That’s the same amount of energy an average U.S. household consumes in approximately 13 years.

Given the high amount of energy needed to mine bitcoin, it can be a costly venture to get into. But exact prices fluctuate, depending on the location and the cost of electricity in the area.

Where are the cheapest and most expensive places to mine this popular cryptocurrency? This graphic by 911 Metallurgist provides a snapshot of the estimated cost of mining bitcoin around the world, using pricing and relative costs from March 23, 2022.

How Does Bitcoin Mining Work?

Before diving in, it’s worth briefly explaining the basics of bitcoin mining, and why it requires so much energy.

When someone mines for bitcoin, what they’re really doing is adding and verifying a new transaction record to the blockchain—the decentralized bank ledger where bitcoin is traded and distributed.

To create this new record, crypto miners need to crack a complex equation that’s been generated by the blockchain system.

Potentially tens of thousands of miners are racing to crack the same code at any given time. Only the first person to solve the equation gets rewarded (unless you’re part of a mining pool, which is essentially a group of miners who agree to combine efforts to increase their chances of solving the equation).

The faster your computing power is, the better your chances are of winning, so solving the equation first requires powerful equipment that takes up a lot of energy.

The Costs and Profits of Mining Bitcoin in 198 Countries

Across the 198 countries included in the dataset, the average cost to mine bitcoin sat at $35,404.03, more than bitcoin’s value of $20,863.69 on July 15, 2022. Though it’s important to note that fluctuating energy prices, and more or less miners on the bitcoin network, constantly change the necessary energy and final cost.

Here’s a breakdown of what the cost to mine one bitcoin in each country was in March 23, 2022, along with the potential profit after accounting for mining costs:

#CountryCost to mine 1 bitcoinProfit (July 15, 2022)
1🇰🇼 Kuwait$1,393.95$18,362.58
2🇩🇿 Algeria$4,181.86$15,574.67
3🇸🇩 Sudan$4,779.27$14,977.26
4🇾🇪 Yemen$7,161.77$12,594.76
5🇪🇹 Ethiopia$7,168.91$12,587.62
6🇰🇬 Kyrgyzstan$7,168.91$12,587.62
7🇦🇴 Angola$7,368.04$12,388.49
8🇶🇦 Qatar$7,368.04$12,388.49
9🇰🇵 North Korea$7,744.32$12,012.21
10🇰🇿 Kazakhstan$8,762.00$10,994.53
11🇿🇲 Zambia$9,160.27$10,596.26
12🇦🇿 Azerbaijan$9,558.54$10,197.99
13🇧🇳 Brunei$9,956.81$9,799.72
14🇮🇷 Iran$10,355.09$9,401.44
15🇺🇿 Uzbekistan$10,355.09$9,401.44
16🇽🇰 Kosovo$10,560.17$9,196.36
17🇸🇬 Singapore$10,952.50$8,804.03
18🇲🇳 Mongolia$11,151.63$8,604.90
19🇧🇹 Bhutan$11,749.04$8,007.49
20🇧🇭 Bahrain$11,948.18$7,808.35
21🇴🇲 Oman$11,948.18$7,808.35
22🇹🇯 Tajikistan$12,545.59$7,210.94
23🇺🇦 Ukraine$12,744.72$7,011.81
24🇬🇪 Georgia$13,143.00$6,613.53
25🇦🇬 Paraguay$13,143.00$6,613.53
26🇹🇹 Trinidad and Tobago$13,143.00$6,613.53
27🇸🇷 Suriname$14,337.81$5,418.72
28🇸🇦 Saudi Arabia$14,736.09$5,020.44
29🇦🇲 Armenia$15,333.50$4,423.03
30🇹🇳 Tunisia$15,333.50$4,423.03
31🇸🇾 Syria$15,532.63$4,223.90
32🇨🇬 Congo (Republic Of The)$16,130.04$3,626.49
33🇲🇲 Myanmar$16,130.04$3,626.49
34🇷🇺 Russia$16,130.04$3,626.49
35🇮🇶 Iraq$16,926.59$2,829.94
36🇲🇩 Moldova$16,926.59$2,829.94
37🇹🇷 Turkey$17,723.13$2,033.40
38🇷🇴 Romania$18,320.54$1,435.99
39🇦🇱 Albania$18,718.81$1,037.72
40🇧🇩 Bangladesh$18,718.81$1,037.72
41🇱🇮 Liechtenstein$18,917.95$838.58
42🇱🇹 Lithuania$18,917.95$838.58
43🇲🇿 Mozambique$19,117.08$639.45
44🇪🇬 Egypt$19,316.22$440.31
45🇨🇩 Congo (Democratic Republic Of The)$19,913.63-$157.10
46🇳🇴 Norway$20,112.77-$356.24
47🇦🇹 Austria$20,311.90-$555.37
48🇨🇱 Chile$20,311.90-$555.37
49🇪🇪 Estonia$20,511.04-$754.51
50🇸🇪 Sweden$20,710.18-$953.65
51🇨🇫 Central African Republic$20,909.31-$1,152.78
52🇺🇸 United States$21,088.53-$1,332.00
53🇧🇬 Bulgaria$21,307.58-$1,551.05
54🇮🇩 Indonesia$21,307.58-$1,551.05
55🇷🇸 Serbia$21,307.58-$1,551.05
56🇦🇷 Argentina$21,506.72-$1,750.19
57🇦🇪 United Arab Emirates$21,705.86-$1,949.33
58🇳🇬 Nigeria$22,303.27-$2,546.74
59🇲🇬 Madagascar$22,502.40-$2,745.87
60🇱🇻 Latvia$22,701.54-$2,945.01
61🇰🇷 South Korea$22,701.54-$2,945.01
62🇧🇦 Bosnia and Herzegovina$23,099.81-$3,343.28
63🇹🇼 Taiwan$23,298.95-$3,542.42
64🇮🇱 Israel$23,498.08-$3,741.55
65🇪🇨 Ecuador$23,697.22-$3,940.69
66🇲🇾 Malaysia$23,896.36-$4,139.83
67🇳🇵 Nepal$23,896.36-$4,139.83
68🇳🇿 New Zealand$23,896.36-$4,139.83
69🇱🇺 Luxembourg$24,095.49-$4,338.96
70🇮🇸 Iceland$24,294.63-$4,538.10
71🇨🇦 Canada$24,493.76-$4,737.23
72🇲🇦 Morocco$24,692.90-$4,936.37
73🇿🇼 Zimbabwe$24,692.90-$4,936.37
74🇻🇳 Vietnam$24,892.04-$5,135.51
75🇨🇮 Côte D’Ivoire (Ivory Coast)$25,091.17-$5,334.64
76🇱🇾 Libya$25,091.17-$5,334.64
77🇹🇿 Tanzania$25,091.17-$5,334.64
78🇦🇩 Andorra$25,276.27-$5,519.74
79🇨🇳 China$25,489.45-$5,732.92
80🇱🇧 Lebanon$25,887.72-$6,131.19
81🇱🇦 Laos$26,285.99-$6,529.46
82🇫🇮 Finland$26,485.13-$6,728.60
83🇫🇷 France$27,082.54-$7,326.01
84🇨🇭 Switzerland$27,082.54-$7,326.01
85🇵🇱 Poland$27,281.67-$7,525.14
86🇷🇼 Rwanda$27,281.67-$7,525.14
87🇹🇭 Thailand$27,281.67-$7,525.14
88🇨🇿 Czech Republic$27,480.81-$7,724.28
89🇱🇸 Lesotho$27,679.95-$7,923.42
90🇲🇪 Montenegro$28,078.22-$8,321.69
91🇲🇱 Mali$28,277.35-$8,520.82
92🇨🇷 Costa Rica$28,675.63-$8,919.10
93🇳🇱 Netherlands$28,675.63-$8,919.10
94🇧🇾 Belarus$29,273.04-$9,516.51
95🇳🇦 Namibia$30,069.58-$10,313.05
96🇲🇰 Macedonia, North$30,866.13-$11,109.60
97🇸🇲 San Marino$30,866.13-$11,109.60
98🇸🇰 Slovakia$31,065.26-$11,308.73
99🇿🇦 South Africa$32,060.94-$12,304.41
100🇧🇼 Botswana$32,459.22-$12,702.69
101🇸🇿 Swaziland$32,857.49-$13,100.96
102🇧🇪 Belgium$33,255.76-$13,499.23
103🇺🇾 Uruguay$33,255.76-$13,499.23
104🇧🇷 Brazil$33,454.90-$13,698.37
105🇭🇷 Croatia$33,454.90-$13,698.37
106🇮🇹 Italy$33,454.90-$13,698.37
107🇺🇬 Uganda$33,654.03-$13,897.50
108🇨🇲 Cameroon$33,853.17-$14,096.64
109🇲🇽 Mexico$33,853.17-$14,096.64
110🇲🇼 Malawi$34,251.44-$14,494.91
111🇧🇮 Burundi$34,450.58-$14,694.05
112🇱🇰 Sri Lanka$34,450.58-$14,694.05
113🇬🇶 Equatorial Guinea$34,649.72-$14,893.19
114🇧🇴 Bolivia$34,848.85-$15,092.32
115🇲🇷 Mauritania$35,047.99-$15,291.46
116🇵🇸 Palestine$35,047.99-$15,291.46
117🇹🇬 Togo$35,047.99-$15,291.46
118🇦🇫 Afghanistan$35,844.53-$16,088.00
119🇭🇺 Hungary$35,844.53-$16,088.00
120🇸🇱 Sierra Leone$35,844.53-$16,088.00
121🇲🇨 Monaco$35,922.73-$16,166.20
122🇵🇭 Philippines$36,043.67-$16,287.14
123🇰🇭 Cambodia$36,242.81-$16,486.28
124🇸🇳 Senegal$36,242.81-$16,486.28
125🇸🇹 São Tomé and Príncipe$36,441.94-$16,685.41
126🇮🇪 Ireland (Republic Of)$37,835.90-$18,079.37
127🇲🇹 Malta$37,835.90-$18,079.37
128🇨🇾 Cyprus$38,035.03-$18,278.50
129🇬🇦 Gabon$38,035.03-$18,278.50
130🇸🇻 El Salvador$38,831.58-$19,075.05
131🇵🇪 Peru$38,831.58-$19,075.05
132🇨🇴 Colombia$39,628.12-$19,871.59
133🇩🇴 Dominican Republic$40,026.40-$20,269.87
134🇬🇹 Guatemala$40,026.40-$20,269.87
135🇬🇲 The Gambia$40,225.53-$20,469.00
136🇬🇳 Guinea$40,424.67-$20,668.14
137🇮🇳 India$40,424.67-$20,668.14
138🇦🇺 Australia$40,623.81-$20,867.28
139🇬🇷 Greece$40,623.81-$20,867.28
140🇲🇺 Mauritius$40,822.94-$21,066.41
141🇧🇯 Benin$41,221.21-$21,464.68
142🇭🇳 Honduras$41,420.35-$21,663.82
143🇭🇹 Haiti$42,017.76-$22,261.23
144🇹🇩 Chad$42,216.90-$22,460.37
145🇳🇪 Niger$42,416.03-$22,659.50
146🇰🇪 Kenya$43,212.58-$23,456.05
147🇫🇯 Fiji$43,411.71-$23,655.18
148🇪🇷 Eritrea$43,610.85-$23,854.32
149🇸🇸 South Sudan$43,809.99-$24,053.46
150🇵🇰 Pakistan$44,208.26-$24,451.73
151🇵🇹 Portugal$44,208.26-$24,451.73
152🇧🇿 Belize$45,004.80-$25,248.27
153🇳🇷 Nauru$45,378.54-$25,622.01
154🇹🇱 Timor-Leste$46,597.89-$26,841.36
155🇬🇭 Ghana$46,996.17-$27,239.64
156🇯🇵 Japan$47,195.30-$27,438.77
157🇧🇫 Burkina Faso$47,394.44-$27,637.91
158🇩🇰 Denmark$48,190.98-$28,434.45
159🇯🇴 Jordan$48,987.53-$29,231.00
160🏴󠁧󠁢󠁥󠁮󠁧󠁿 England$49,301.82-$29,545.29
161🏴󠁧󠁢󠁳󠁣󠁴󠁿 Scotland$50,090.64-$30,334.11
162🇵🇦 Panama$50,580.62-$30,824.09
163🇩🇪 Germany$50,978.89-$31,222.36
164🇬🇧 Ireland (Northern)$51,536.83-$31,780.30
165🇪🇸 Spain$51,775.44-$32,018.91
166🇩🇯 Djibouti$52,173.71-$32,417.18
167🏴󠁧󠁢󠁷󠁬󠁳󠁿 Wales$52,194.19-$32,437.66
168🇨🇻 Cape Verde$52,372.85-$32,616.32
169🇯🇲 Jamaica$52,571.98-$32,815.45
170🇧🇧 Barbados$52,970.26-$33,213.73
171🇸🇮 Slovenia$52,970.26-$33,213.73
172🇹🇻 Tuvalu$53,887.02-$34,130.49
173🇬🇼 Guinea-Bissau$54,364.21-$34,607.68
174🇰🇲 Comoros$55,957.30-$36,200.77
175🇧🇸 Bahamas$56,753.85-$36,997.32
176🇵🇬 Papua New Guinea$57,550.39-$37,793.86
177🇰🇳 Saint Kitts and Nevis$60,935.71-$41,179.18
178🇬🇩 Grenada$61,533.12-$41,776.59
179🇵🇼 Palau$63,922.75-$44,166.22
180🇱🇨 Saint Lucia$63,922.75-$44,166.22
181🇸🇨 Seychelles$63,922.75-$44,166.22
182🇬🇾 Guyana$65,316.71-$45,560.18
183🇳🇮 Nicaragua$66,511.52-$46,754.99
184🇻🇨 Saint Vincent and Grenadines$68,901.16-$49,144.63
185🇹🇴 Tonga$72,087.34-$52,330.81
186🇩🇲 Dominica$73,282.16-$53,525.63
187​🇻🇺​ Vanuatu$76,070.07-$56,313.54
188🇼🇸​ Samoa$76,667.48-$56,910.95
189​🇨🇺​ Cuba$76,946.27-$57,189.74
190🇱🇷 Liberia$77,663.16-$57,906.63
191​🇲🇻​ Maldives$78,459.70-$58,703.17
192🇲🇭 Marshall Islands$80,849.34-$61,092.81
193🇸🇴 Somalia$82,044.16-$62,287.63
194🇰🇮 Kiribati$82,243.29-$62,486.76
195🇫🇲 Micronesia, Federated States Of$82,442.43-$62,685.90
196🇦🇬 Antigua and Barbuda$89,412.20-$69,655.67
197🇸🇧 Solomon Islands$142,581.59-$122,825.06
198🇻🇪 Venezuela$246,530.74-$226,774.21

Venezuela ranks as the number one most expensive country to mine bitcoin. It costs a whooping $246,530.74 to mine a single bitcoin in the South American country, meaning the process is far from profitable. Energy costs are so expensive in the country that miners would be out $225,667.05 for just one bitcoin.

On the opposite end of the spectrum, the cheapest place to mine bitcoin is in Kuwait. It costs $1,393.95 to mine a single bitcoin in Kuwait, meaning miners could gain $19,469.74 in profits.

The Middle Eastern country has some of the cheapest electricity in the world, with one kWh costing an average of just 3 cents. For context, the average cost of one kWh in North America is 21 cents.

The Race is On

Despite the steep costs of bitcoin mining, many people believe it’s worth the upfront investment.

One thing that makes bitcoin particularly appealing is its finite supply—there are only 21 million coins available for mining, and as of this article’s publication, more than 19 million bitcoin have already been mined.

While the price of bitcoin (BTC) is notorious for its volatility, its value has still grown significantly over the last decade. And if cryptocurrencies become mainstream as many people believe they will, this could boost the price of bitcoin even further.

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Animation: The Rise and Fall of Popular Web Browsers Since 1994

This animation shows the evolution of web browser market share since 1994, showing the rise and fall of various internet portals.



Evolution of web browsers

Animation: The Rise and Fall of Popular Web Browsers Since 1994

In its early stages, the internet was a highly technical interface that most people had difficulty navigating. But that all changed when the Mosaic web browser entered the scene in 1993.

Mosaic was one of the first “user-friendly” internet portals—although by today’s standards, the browser was actually quite difficult to access. Comparatively, modern browsers in high use today have changed exponentially.

This animated graphic by James Eagle chronicles the evolution of the web browser market, showing the rise and fall of various internet portals from January 1994 to March 2022.

The 1990s: From Mosaic to Netscape

In the early 90s, Mosaic was by far the most dominant web browser. At the time, about 97% of all internet searches were done through this popular web portal.

Web browser% Share (January 1994)

Mosaic was the first web browser to display images directly on a page in line with text. Earlier browsers loaded pictures as separate files, which meant users have to click, download, and open a new file in order to view them.

The pioneering portal was created by a team of university undergrads at the University of Illinois, led by 21-year-old Marc Andreessen. When Andreessen graduated, he went on to be the co-founder of Mosaic Communications Corporation, which evolved into Netscape Communications Corporation, the company that created Netscape Navigator.

Netscape was essentially a new and improved version of Mosaic, but since the University of Illinois owned the rights to Mosaic, Andreessen’s new company couldn’t actually use any of the original code.

Netscape became a nearly instant success, and as a result, Mosaic’s market share began to fall. By the late 90s, Netscape had captured 89% of the web browser market.

Web browser% Share (April 1996)
Internet Explorer3.9%

Netscape dominated the market for a few more years. However, in the new millennium, a new tech giant started to take over—Internet Explorer.

The 2000s: Internet Explorer Enters the Chat, Followed by Firefox

In 1995, Microsoft launched Internet Explorer as part of an add-on package for its operating system, Microsoft Windows 95.

Given the popularity of the Windows franchise at the time, Internet Explorer was quickly adopted. By the early 2000s, it had captured over 90% of the market, reflecting Microsoft’s hold on the personal computing market.

Web browser% Share (January 2000)
Internet Explorer76.6%

Netscape was mostly phased out of the market by then, which meant Internet Explorer didn’t have much competition until Mozilla entered the arena.

Founded by members of Netscape, Mozilla began in 1998 as a project for fostering innovation in the web browser market. They shared Netscape’s source code with the public, and over time built a community of programmers around the world that helped make the product even better.

By 2004, Mozilla launched Firefox, and by 2006, the free, open-source browser had captured nearly 30% of the market. Firefox and Internet Explorer battled it out for a few more years, but by the mid-2010s, both browsers started to get leapfrogged by Google Chrome.

Present Day: Google Chrome is King of the Web Browsers

When Google’s co-founders Larry Page and Sergey Brin pitched the idea of starting a Google web browser to CEO Larry Schmidt in 2003, he was worried that they couldn’t keep up with the fierce competition. Eventually, the co-founders convinced Schmidt, and in 2008, Google Chrome was released to the public.

One of Chrome’s distinguishing features was (and still is) the fact that each tab operated separately. This meant that if one tab froze, it wouldn’t stall or crash the others, at the cost of higher memory and CPU usage.

By 2013, Chrome had swallowed up half the market. And with Android emerging as the most popular mobile OS on the global market, there were even more Chrome installations (and of course, searches on Google) as a result.

Notes on Data and Methodology

It’s important to note that the dataset in this animation uses visitor log files from web development site and resource W3Schools from 1999 onwards. Despite getting more than 60 million monthly visits, its userbase is likely slanted towards PC over mobile users.

Further, though Google’s Android platform has a sizable lead over Apple’s iOS in the global mobile sector, this likely slant also impacts the representation of iOS and therefore Safari browsers in the animation and dataset.

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