Why Zillow Couldn’t Make Algorithmic House Pricing Work | WIRED

ZILLOW’S ZESTIMATE OF home values has become a go-to reference for US homeowners. But when Zillow tried to use its algorithm to buy and sell homes, it badly misread the market.

The company’s iBuyer (or “instant buyer”) arm, where tech-first firms use algorithms to quickly value, buy, and sell homes, launched in 2018 in Phoenix. It joined a bustling market in the Arizona city: Opendoor, Redfin, and Offerpad have been buying and flipping homes there since around 2014.

Read More

The industrial data revolution: What founders got wrong | TechCrunch

In February 2010, The Economist published a report called “Data, data everywhere.” Little did we know then just how simple the data landscape actually was. That is, comparatively speaking, when you consider the data realities we’re facing as we look to 2022.

In that Economist report, I spoke about society entering an “Industrial Revolution of Data,” which kicked off with the excitement around Big Data and continues into our current era of data-driven AI. Many in the field expected this revolution to bring standardization, with more signal and less noise. Instead, we have more noise, but a more powerful signal. That is to say, we have harder data problems with bigger potential business outcomes.

And, we’ve also seen big advances in artificial intelligence. What does that mean for our data world now? Let’s take a look back at where we were.

Read More

Learn a New Language, Churn Through Your Booklist, and More | Entrepreneur

After a long year of quarantine and social distancing, it appears we are trending right back in that direction. Fortunately, remote work has caught on so there’s no rush for most businesses to get back to the office in-person. That said, if you’re trying to be safer by practicing social distancing, you’re bound to feel pretty bored pretty quickly. So why not use the time to learn some valuable new skills? The Social Distancing Lifetime Subscription Bundle Ft. Rosetta Stone can help. Valued at $844, it’s on sale now for just $199.

Read More

12 Apps Changing Shopping Culture Forever | Getentrepreneurial.com

These genius shopping apps makes shopping with a mobile phone easier than ever.

  • The latest mobile app technology is turning smartphone users into smart shoppers.
  • Mobile shopping apps can help you save money and time, and alert you to hot deals on the items you’ve had your eye on.
  • Digital wallet apps, such as Android Pay and Apple Pay, simplify the checkout process, and they are accepted at hundreds of retailers nationwide.
  • This article is for smart shoppers and business owners who want to generate new leads and attract new customers.

Read More

Microscopic metavehicles are pushed and steered by light | New Atlas

Although solar-powered devices are now fairly common, Swedish scientists have created something a little different. They’ve built tiny “metavehicles” that are mechanically propelled and guided via waves of light.

Led by Prof. Mikael Käll and former PhD student Daniel Andrén, a team at the Chalmers University of Technology constructed the vehicles by coating microscopic particles with what are known as “meta-surfaces.” The latter are described by the university as “carefully designed and ordered nanoparticles, tailored to direct light in interesting and unusual ways.”

Read More

Artificial Sweeteners Increase Food Cravings | Cool Business Ideas

Artificial sweeteners are widely promoted as safe, zero-calorie alternatives to sugar, ideal for those trying to lose weight. But a new study is indicating artificial sweeteners may increase appetite and food cravings, particularly in females and the obese.

“There is controversy surrounding the use of artificial sweeteners because a lot of people are using them for weight loss,” says corresponding author on the new study, Kathleen Page. “While some studies suggest they may be helpful, others show they may be contributing to weight gain, type 2 diabetes and other metabolic disorders. Our study looked at different population groups to tease out some of the reasons behind those conflicting results.”

Page hypothesizes the discordancy in the science is somewhat due to the fact that many studies investigating the effects of artificial sweeteners on metabolic activity or the brain are conducted in mostly male subjects, often with normal weight. This new research set out to investigate the influence of artificial sweeteners on these processes across a broad cohort of men and women.

Read More

YouTube will no longer show ‘dislike’ counts on videos | Mashable

Say goodbye to “dislike mobs” on YouTube.

YouTube has announced that it’s making dislike counts private on all videos across YouTube.

The thumbs down button isn’t going away. Users can still click thumbs down to dislike a video in order to inform the YouTube recommendation algorithm about content they didn’t like.

However, when a user presses thumbs down, there will be no dislike count letting users know how many people also disliked the video.

Read More

An Apple-1 computer sold for $500,000 at auction. Here’s a look inside. | Mashable

Little word of advice: Hang onto your Apple devices.

A working Apple-1 computer in a rare wooden case was sold at auction on Tuesday by John Moran Auctioneers, going for a cool $500,000. The original owner bought it from his professor in 1977 for a mere $650.

The first ever Apple-1 was created by Steve Jobs and Steve Wozniak in Jobs’ parents’ hallowed garage, following the founding of the company in 1976. The Apple-1 put the company on the map as the first personal computer that came with a fully assembled motherboard. Only 200 of these computers were handcrafted by the pair and their skeleton crew.

Read More

Total compensation: How to figure out how much you’re really making | CNN

So many factors go into deciding whether to quit your job, but the pay is a big one.

Even if money isn’t your top priority, it’s important to figure out how much you’re actually getting from your current employer because what you make is more than just your salary or wage.

Estimating your total compensation gives you a truer measure of how much your employer actually spends on you. And it will help you figure out if a new job offer will work as well or better for you financially.

Read More

Working Overtime Won’t Make You More Productive | businessnewsdaily.com

Working overtime rarely correlates to more productivity. Here’s a breakdown of the most recent data – and tips for achieving a proper work-life balance.

  • Research has consistently found that countries, where working overtime is common, don’t necessarily achieve higher productivity rates per employee per hour.
  • According to 2021 reports, the U.S. ranks 11th in terms of productivity per employee per hour.
  • A healthy work-life balance can enhance productivity, and many household-name companies and smaller businesses offer creative work schedules.
  • This article is for business owners and managers interested in boosting productivity without mandating overtime.

Read More