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October 5, 2009

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DON'T KNOW WHY BUT I LOVE THIS. I THINK IT'S A JAPANESE GIRL OVERDUBBING THIS INCREDIBLE BAND Rival- Berryz Koubou Dub by lilxicanita (me) ft rcb2418 (Ramona)YouTube -



YouTube - Rival- Berryz Koubou Dub by lilxicanita (me) ft rcb2418 (Ramona)

YouTube - Kansai Yamamoto ・David Bowie Debut 「Jane Aldridge」

YouTube - Kansai Yamamoto ・David Bowie Debut 「Jane Aldridge」

A $1 Million Research Bargain for Netflix, and Maybe a Model for Others - NYTimes.com

A $1 Million Research Bargain for Netflix, and Maybe a Model for Others


Even the near-miss losers in the Netflix million-dollar-prize competition seemed to have few regrets.

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Jason Kempin/Getty Images, for Sunshine Sachs

“You’re getting Ph.D.’s for a dollar an hour,” Reed Hastings, chief of Netflix, said of the people competing for the prize.

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Jason Kempin/Getty Images, for Sunshine Sachs

The medals for the Netflix $1 million prize contest.

Netflix, the movie rental company, announced on Monday that a seven-man team was the winner of its closely watched three-year contest to improve its Web site’s movie recommendation system. That was expected, but the surprise was in the nail-biter finish.

The losing team, as it turned out, precisely matched the performance of the winner, but submitted its entry 20 minutes later, just before the final deadline expired.

Under contest rules, in the event of a tie, the first team past the post was the winner. “That 20 minutes was worth a million dollars,” Reed Hastings, chief executive of Netflix, said at a news conference in New York.

Yet the scientists and engineers on the second-place team, and the employers who gave many of them the time and freedom to compete in the contest, were hardly despairing.

Arnab Gupta, chief executive of Opera Solutions, a consulting company that specializes in data analytics, based in New York, took a small group of his leading researchers off other work for two years. “We’ve already had a $10 million payoff internally from what we’ve learned,” Mr. Gupta said.

Working on the contest helped the researchers come up with improved statistical analysis and predictive modeling techniques that his firm has used with clients in fields like marketing, retailing and finance, he said. “So for us, the $1 million prize was secondary, almost trivial.”

Indeed, since it began in October 2006, the Netflix contest was significant less for the prize money than as a test case for new ideas about how to efficiently foster innovation in the Internet era — notably, offering prizes as an incentive and encouraging online collaboration to tap minds worldwide.

The lessons of the Netflix contest could extend well beyond improving movie picks. The researchers from around the world were grappling with a huge data set — 100 million movie ratings — and the challenges of large-scale modeling, which can be applied across the fields of science, commerce and politics.

The prize model is increasingly being tried on work like new science and freelance projects in design and advertising. The X Prize Foundation, for example, is offering multimillion-dollar prizes for path-breaking advances in genomics, alternative energy cars and private space exploration.

InnoCentive is a marketplace for business projects, where companies post challenges — often in areas like product development or applied science — and workers or teams compete for cash payments or prizes offered by the companies. A start-up, Genius Rocket, runs a similar online marketplace mainly for marketing, advertising and design projects.

“The great advantage of the prize model is that it moves work away from the realm of the beauty contest to being performance-oriented,” said Michael Schrage, research fellow at the Center for Digital Business at the Sloan School of Management at the Massachusetts Institute of Technology. “It’s the results produced that matters.”

The emerging prize economy, according to some labor market analysts, does carry the danger of being a further shift in the balance of power toward the buyers — corporations — and away from most workers.

Thousands of teams from more than 100 nations competed in the Netflix prize contest. And it was a good deal for Netflix. “You look at the cumulative hours and you’re getting Ph.D.’s for a dollar an hour,” Mr. Hastings said in an interview.

Netflix, Mr. Hastings said, did not do a crisp cost-benefit analysis of its investment in the contest. But several crucial techniques garnered from the contest have been folded into the company’s in-house movie recommendation software, Cinematch, and customer retention rates have improved slightly. Better recommendations, Netflix says, enhance customer satisfaction.

“We strongly believe this has been a big winner for Netflix,” Mr. Hastings said.

The prize winner was a team of statisticians, machine-learning experts and computer engineers from the United States, Austria, Canada and Israel, calling itself BellKor’s Pragmatic Chaos. The group was actually a merger of teams that came together late in the contest.

In late June, the team finally surpassed the threshold to qualify for the prize by doing at least 10 percent better than Cinematch in accurately predicting the movies customers would like, as measured against actual ratings. Under the contest rules, that set off a 30-day period in which other teams could try to beat them.

A $1 Million Research Bargain for Netflix, and Maybe a Model for Others - NYTimes.com

October 4, 2009

Dog Police 3-D ・Basement Tapes at Whatgetsmehot YouTube in Conjunction with Visualguidanceltd


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YouTube - Drinky Crow 3•D • Self-Defecating

YouTube - Drinky Crow 3•D • Self-Defecating

10 Tasty, Easy and Healthy Breakfast Ideas

10 Tasty, Easy and Healthy Breakfast Ideas


Photo by ms.Tea

Post written by Leo Babauta. Follow me on Twitter.

You get up in the morning, you rush to get ready for work, you rush out the door without a breakfast. Perhaps you grab a bagel and cream cheese, perhaps a muffin, perhaps an Egg McMuffin. If you’re lucky, you get a pastry, a hearty breakfast of pancakes and sausage and eggs, or an English fry-up.

Unfortunately, when it comes to being healthy, none of these options is a great way to start your day.

Several readers asked about healthy breakfast ideas, and in truth, it’s a dilemma that many of us face each day. Either we don’t have time for breakfast, or we don’t have many healthy options.

The first problem is a problem, because it means that you start the day with an empty stomach. That means that by the time you are getting into the swing of work, your blood-sugar levels are dangerously low. The result: you need an instant sugar fix, which usually means a donut or pastry or some other unhealthy choice.

The second problem is also a real problem, because traditional breakfasts don’t usually come in healthy flavors. Here are the options that most people think of as breakfast:

  • Too sugary or carb-filled. Pancakes, waffles, toast, donuts, pastries, scones, bagels, pies, sugar cereals, breakfast bars, muffins (which, let’s face it, are usually just cake). I’m not anti-carb, but the problem with many breakfasts is that they are low in fat and protein, and nothing but empty carb calories. This starts your day with a high blood-sugar level, which your body will quickly adjust for and drop, and you’ll be on a roller-coaster blood-sugar ride all day.
  • Too fatty. Fried eggs, sausages, bacon, cream cheese on your bagels, cheesy omelets, Egg McMuffins, Sausage McMuffins, hash browns, anything English or Scottish.

What does that leave us with? Actually, there are a lot of options. The 10 below are just a few ideas, but I’m sure you can think of many more. Look for protein without too much saturated fat. Look for whole-grain carbs. Look for low-fat dairy or soy options. Look for fiber and nutrients.

But how do you find the time? You make the time. Get up 15 minutes earlier. Pack something to eat on the road or when you first get to work. Prepare it the night before if necessary. I recommend the first option — waking a little earlier — as it’s nice to be able to have a nice cup of tea or coffee with your breakfast, relaxing before the rush of the day starts.

Oatmeal, flaxseed, blueberries & almonds. To me, this is the perfect breakfast. Steel-cut oatmeal is probably the healthier choice, but if you are in a hurry, the instant kind will do fine (it doesn’t have as much fiber, but the other ingredients make up for that). After microwaving the oatmeal, add ground flaxseed, frozen blueberries, sliced almonds. You can add a little cinnamon and honey (not a lot) if you’re using the non-instant oatmeal. That’s four power foods, full of fiber and nutrients and protein and good fats, with only a couple of minutes of prep time. And very tasty!

Kashi Golean Crunch. Actually, any whole-grain, high-fiber cereal is a good choice, but I mention this particular one because it’s a favorite of mine. It has a high amount of protein and fiber, low sugar. Add low-fat milk or soy milk (which has 1/3 the saturated fat of 1% milk), perhaps some berries if you like.

Scrambled tofu. Healthier than scrambled eggs. Add some onions, green peppers or other veggies, some light soy sauce or tamari, maybe some garlic powder, and black pepper, stir-fry with a little olive oil. Eat with whole-grain toast. Fast and delicious.

Fresh berries, yogurt, granola. Get low-fat yogurt (not non-fat, as it often has too much sugar) or soy yogurt, cut up some berries or other fruits, add some healthy cereal. I actually use the Kashi Golean Crunch instead of granola, as many brands of granola have way too much fat and/or sugar.

Grapefruit with whole-wheat toast & almond butter. Add a little sugar on top of the grapefruit, and it’s actually pretty good. The almond butter is healthier than peanut-butter, with lots of good protein to fill you up.

Fresh fruit salad. Cut up some apples, melons, berries, oranges, pears, bananas, grapes … any or all or whatever your favorite fruits are. Add a little bit of lime or lemon juice. Perfect.

Protein shake with extras. I use soy protein powder, but whey works well too. Blend up with low-fat milk or soy milk, some frozen blueberries, and perhaps some almond butter or oatmeal. That may sound weird, but it’s actually pretty good, and pretty filling. A little ground flax seed works well too.

Eggs with peppers. I’m not a fan of eggs, but many people love them. Egg whites are healthier than whole eggs. Scramble with a little olive oil, red and green bell peppers, maybe broccoli, onions, black pepper. Goes well with whole-wheat toast.

Cottage cheese and fruit. Get low-fat cottage cheese. Add any kind of fruit. Apples, citrus, berries.

Gibb’s muffins & jam. While most muffins you buy at a coffee shop or grocery store are just empty carbs with lots of fat (basically, cake), this is a delicious recipe with lots of fiber and nutrition. (Note: the recipe in the link doesn’t mention it, but it’s actually a recipe from Simplify Your Life by Elaine St. James — it’s her husband Gibbs’ recipe). Bake them the night before, and they’re perfect in the morning (and for days to come). A little honey or jam makes them perfect.

10 Tasty, Easy and Healthy Breakfast Ideas