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The 10 Commandments of Color Theory
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Google’s New Car: No Brakes or Steering Wheel
This article originally appeared in the NYTimes
MOUNTAIN VIEW, Calif. — Humans might be the one problem Google can’t solve.
For the past four years, Google has been working on self-driving cars with a mechanism to return control of the steering wheel to the driver in case of emergency. But Google’s brightest minds now say they can’t make that handoff work anytime soon.
Their answer? Take the driver completely out of the driving.
The company has begun building a fleet of 100 experimental electric-powered vehicles that will dispense with all the standard controls found in modern automobiles. The two-seat vehicle looks a bit like the ultracompact Fiat 500 or the Mercedes-Benz Smart car if you take out the steering wheel, gas pedal, brake and gear shift. The only things the driver controls is a red “e-stop” button for panic stops and a separate start button.
The company has begun building a fleet of experimental electric-powered vehicles that can’t be driven by people and are summoned with a smartphone app.
Google won’t say if it intends to get into the car manufacturing business or simply supply technology to carmakers, but it says there are plenty of possibilities if it can persuade regulators to allow cars with no drivers. One potential use: driverless taxi cabs.
In an interview at Google’s headquarters here, Sergey Brin, a Google co-founder who is actively involved in the research program, said the company decided to change the car project more than a year ago after an experiment in which Google employees used autonomous vehicles for their normal commutes to work.
There were no crashes. But Google engineers realized that asking a human passenger — who could be reading or daydreaming or even sleeping — to take over in an emergency won’t work.
“We saw stuff that made us a little nervous,” said Christopher Urmson, a former Carnegie Mellon University roboticist who directs the car project at Google.
The vehicles will have electronic sensors that can see about 600 feet in all directions. Despite that, they will have rearview mirrors because they are required by California’s vehicle code, Dr. Urmson said. The front of the car will be made from a foamlike material in case the computer fails and it hits a pedestrian. It looks like a little bubble car from the future, streamlined to run by itself — a big change from the boxy Lexus SUV Google has been retrofitting the last few years with self-driving technology.
The new Google strategy for autonomous cars is a break from many competing vehicle projects. Mercedes, BMW and Volvo have introduced cars that have the ability to travel without driver intervention in limited circumstances — though none completely eliminate the driver.
That feature, which is generally known as Traffic Jam Assist, allows the car to steer and follow another vehicle in stop-and-go highway driving at low speeds. In the Mercedes version, the system disengages itself if the driver takes his hands off the steering wheel for more than 10 seconds.
Volvo said that by 2017 it planned to have the cars in the hands of ordinary consumers for testing in the streets of Gothenburg, Sweden, where the company has its headquarters.
In the interview, Mr. Brin acknowledged those advances, but said they were incremental. “That stuff seems not entirely in keeping with our mission of being transformative,” he said.
Google’s prototype for its new cars will limit them to a top speed of 25 miles per hour. The cars are intended for driving in urban and suburban settings, not on highways. The low speed will probably keep the cars out of more restrictive regulatory categories for vehicles, giving them more design flexibility.
Google is having 100 cars built by a manufacturer in the Detroit area, which it declined to name. Nor would it say how much the prototype vehicles cost. They will have a range of about 100 miles, powered by an electric motor that is roughly equivalent to the one used by Fiat’s 500e, Dr. Urmson said. They should be road-ready by early next year, Google said.
The current plan is to conduct pilot tests in California, starting with ferrying Google employees between buildings around its sprawling corporate campus here.
Laws permit autonomous vehicles in California, Nevada and Florida. But those laws have generally been written with the expectation that a human driver would be able to take control in emergencies.
Google executives said the initial prototypes would comply with current California automated-driving regulations, issued on May 20. They will have manual controls for testing on California public roads.
In the future, Google hopes to persuade regulators that the cars can operate safely without driver, steering wheel, brake or accelerator pedal. Those cars would rely entirely on Google sensors and software to control them.
So where might the driverless cars be used besides at Google’s offices?
Last year, Lawrence D. Burns, former vice president for research and development at General Motors and now a Google consultant, led a study at the Earth Institute at Columbia University on transforming personal mobility.
The researchers found that Manhattan’s 13,000 taxis made 470,000 trips a day. Their average speed was 10 to 11 m.p.h., carrying an average of 1.4 passengers per trip with an average wait time of five minutes.
In comparison, the report said, it is possible for a futuristic robot fleet of 9,000 shared automated vehicles hailed by smartphone to match that capacity with a wait time of less than one minute. Assuming a 15 percent profit, the current cost of taxi service would be about $4 per trip mile, while in contrast, it was estimated, a Manhattan-based driverless vehicle fleet would cost about 50 cents per mile.
The report showed similar savings in two other case studies — in Ann Arbor, Mich., and Babcock Ranch, a planned community in Florida.
Google is one of the few companies that could take on a challenge like that, said John J. Leonard, a Massachusetts Institute of Technology roboticist. But he added: “I do not expect there to be driverless taxis in Manhattan in my lifetime.”
Mr. Brin said the change in Google’s car strategy did not mean that the company was giving up on its ultimate goal of transforming modern transportation.
“Obviously it will take time, a long time, but I think it has a lot of potential,” he said. “Self-driving cars have the potential to drive in trains much closer together and, in theory, in the future at much higher speeds.
“There is nothing to say that once you demonstrate the safety, why can’t you go 100 miles per hour?”
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Science Has Finally Figured Out How to Win Rock-Paper-Scissors
Original Article at Gizmodo
Turns out that all you rock-paper-scissors champions who chalk it up to skill over luck may be on to something. Because according to science, there might actually be a winning strategy to this greatest of metacarpal match-ups.
The bold claim comes from a collective of Chinese researchers who recently took 360 students, broke them into groups of six, and had them play 300 rounds of the game in random pairings. To make sure players never lost incentive (which would be understandable after round 30, much less 300), the winners of each round were given a small sum of money as a reward.
So what do you need to know to win? After observing the many, many rounds, the scientists found that "if a player wins over her opponent in one play, her probability of repeating the same action in the next play is considerably higher than her probabilities of shifting actions."
On the other hand, if a player loses two or more times in a row, he or she will not play the same sign, but will instead play whichever sign would have beaten the one that had just allowed his or her opponent to win. So if Player A has been on a losing streak, and Player B just threw down scissors to beat A’s paper, A will likely throw down a rock, which stands a good chance of winning since B is likely to stick with his previously won hand anyway. This is called the "win-stay, lose-shift" strategy.
Granted, all that’s a little hard to follow. So here’s a cheat sheet. For our purposes, we’ll call your opponent Chad. No one likes a Chad:
If you won the last round…
- …by playing rock, play scissors next.
- …by playing scissors, play paper next.
- …by playing paper, play rock next.
If you lost the last round (and Chad hasn’t seen this study yet)…
- …by playing rock, play scissors next
- …by playing scissors, play paper next.
- …by playing paper, play rock next.
If you lost the last round (and Chad has already seen this study)…
- …by playing rock, play paper next.
- …by playing scissors, play rock next.
- …by playing paper, play scissors next.
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How Virtual Private Networks Work
Original Article was on Lifehack
These days there’s a lot of talk about Virtual Private Networks, or VPNs for short, and for good reason. As online privacy becomes an increasingly hot topic of discussion among politicians and activists, individuals have started to take online privacy into their own hands.
While you may not have as much to hide as Edward Snowden, everyone can appreciate online privacy and should take the necessary steps to protect yourself. One of the best things you can do to protect your privacy and establish your anonymity online is by using a Virtual Private Network.
VPNs allow you to connect to a private network through your regular connection to the world wide web. Upon establishing a connection to this private network you’re able to mask your online activity, thus establishing your privacy online. Even your Internet Service Provider (ISP) won’t be able to make sense of your internet activity.
This has a great many number of benefits, especially if you are constantly accessing sensitive information like private health or financial records that you’d like to keep safe from prying eyes. These days you can never be too safe on the world wide web.
So, now that you have a general idea of what a VPN is, here’s an awesome infographic that will explain how a VPN works. Enjoy and be sure to share the article if you found it useful or leave a comment below if you have questions.
How Virtual Private Networks Work
Detailed Explanation on How VPNs Work
At its core, a VPN is just a private network connection that you access through a public network like the world wide web. Basically, you connect to a remote server of your choosing. You’ve either setup this server yourself, know of another server somewhere else in the world, or you’ve subscribed to a VPN service that allows you to gain access to their servers all around the world.
When you connect to the Virtual Private Network your computer attempts to establish a connection with this remote server. At this point the remote server authenticates your computer and your computer does the same to the server. Assuming the computer and server authentication is successful, you’ll gain access to the remote server.
At this point you’re able to connect and access the internet through this remote server. This is powerful for many reasons: the biggest is that you’ll have a new IP address. Having a new IP address means your computer thinks it’s in a different location.
To give you a quick example, if you’re in Singapore but you connect to a server in New York through your VPN connection, your computer will be able to surf the internet through the New York server and all your internet traffic will appear to be coming from New York.
This is great, especially if you’re trying to do something like watch Netflix from Europe or access a blocked site abroad.
A VPN connection does a lot more than help you fake your location. With a VPN connection you’re able to encrypt your internet traffic, protecting yourself and your data. In fact your internet activity will be encrypted to the point where even your ISP won’t be able to make sense of the data.
A VPN can also help you protect yourself when you access the internet over public wi-fi like in cafes or airports. This is important because it protects your and your personal information.
If you’re looking for a great VPN service you can type “best VPN services” into a search engine and come up with a lot of options. When looking for a VPN provider you want to look for speed (fast download speeds and unlimited bandwidth usage). There are a lot of great choices online when it comes to VPN providers so you’ll have no trouble finding one that works for you.
Privacy will be the hot topic for 2014, so now is a good a time to become more knowledgeable about privacy technology and leverage it in your favor.