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How deepfake images could infiltrate the market

(REAL ESTATE TECH NEWS) The rise in quality of deepfakes has even lead to the development of fake images in geography and housing. Here’s what to look out for.

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A digital map open on a computer, where one has to be wary of fake images.

With the onset of the computer age, we have seen a great deal of false information spreading around the world. From photoshopped images to presidents broadcasting fake information, there is a lot to be wary of. The internet is rife with data that truly needs to be verified at any given turn. The dangerous part is not only what people can do with that information, but also how they can hide things with it.

Satellite imagery has been on the rise for a few decades. An image that is already grainy and hard to see would be child’s play to alter. Maybe even to create from scratch. Tagging GPS coordinates are a simple alteration inside of photoshop too. Fakes, upon fakes, upon fakes.

In 2019, the US military warned about the possibility of fake geographical information being perpetuated across the internet. It then actually came true to the embarrassment of the Chinese government. Satellite “evidence” was used to report detention camps hidden away in the countries. The “camps” turned out to be re-education facilities for China’s mentally deviant populace. However, that’s another rabbit hole to run down. The point here is that the images that were released in 2015 showed absolutely no facility and then pictures in 2018 showed a massive facility.

An assistant professor, Bo Zhao, with the University of Washington decided to illustrate this again with a study. His opinion was “the first step to tackling these issues is to make people aware there’s a problem in the first place”. He and his colleagues published a paper on “deep fake geography.”

They conducted experiments in generating and detecting imagery for suburban homes, which clearly demonstrated the affect of this technology on our economy. They were able to easily convert the shape and layout of a neighborhood in their images.

From this work we have a few new terms to be aware of. Threats of “paper towns” and “trap streets” are two of the new resounding terms. These new ideas can lead to a modicum of potential issues. The team actually created a software that has the ability to create these fake images. They did the work themselves, leading one to believe that the basic knowledge is there for anyone with a little know-how.

The moral of the story is, don’t trust anything from the internet. It’s all an opinion coming from some other flawed human being, and you don’t ever really know why people are putting that information out there. Always know and check your sources.

Robert Raney is a geoscientist whose been writing and painting for years to get his creative fix in. While working on his thesis in theoretical planetary physics he was also creating fantastical worlds on paper for fun. He's an at home Texan Houstonite who currently works slinging drinks at a local LGBTQ+ bar in the gayborhood, when not fielding oil & gas jobs that have taken him around the world.

Real Estate Technology

Secret list of reasons why your Facebook ad was rejected

(SOCIAL MEDIA) Save your marketing team time with this secret list of Facebook ad rejection reasons.

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facebook ad rejection

You read the rules, spent time optimizing target audience, double checked all the visual elements, and your Facebook ad is finally ready to go to market. You’re expecting the latest email from Facebook to be about billing details, and instead receive the dreaded (albeit common) rejection letter.

You’re left wondering how your your content have possibly violated the Community Standards. Turns out text like “Meet other seniors” or “Depression getting you down?” violates a “personal attributes” rule.

Directly addressing the user with terms like “you” or implications about identity like age, race, and gender aren’t permitted. So you remove that, only to find your ad rejected from the ad auction once again. There are hundreds of reasons the site can reject your ad.

You can quite literally spend hours pouring over Facebook’s Advertising policies, but we have a shortcut – Jane Manchun Wong put has together the most extensive list we’ve ever seen (click to enlarge).

facebook ad rejection reasons

Understandably, illegal content is rejected. You won’t find ads for drugs or counterfeiting services. Likewise, anything even kind of sexual or potentially offensive (like someone flipping the middle finger) violates the standards. No ads for mail order brides or anything the Bureau of Alcohol, Tobacco, Firearms and Explosives would regulate either.

Okay, so obviously you can’t advertise illegal things on the mainstream internet. Especially not when Facebook is asking users to respond to surveys about if the company is good for the world.

However, there’s some grey area once you move past obviously unacceptable content. QR codes, a popular ad novelty, are a reason for rejection. Likewise, if your ad features a picture of Mark Zuckerberg, it’ll get slapped down.

Feel like mentioning the spy cameras? Nope. Have an ad about lasers? Nah. Animals? DON’T EVEN THINK ABOUT IT. Oddly enough, Instagram references aren’t allowed either even though Facebook owns the company.

Although Facebook is trying to uphold their values about safety, voice, and equity, enforcement of these principles is often flawed.

Bra and underwear retailers struggle to get their ads approved even if the content is not sexual in nature. An ad by Harper Wilde, an online bra startup, featuring a plain bra on a colored background was rejected on the grounds that the link leads to a site featuring adult content.

Since Facebook rejects anything focused on a single body part or that is too zoomed in, exposed bodies on an underwear site certainly violate the terms. While Facebook is attempting to hold up a moral code of not offending users, implementation isn’t consistent.

Although Facebook technically has a link to appeal disapproved ads, users report the link is either broken, or returns an auto-generated response with no way to follow up with a person.

We can certainly appreciate that Facebook now bans the obnoxious “before-after” gifs of someone’s belly fat disappearing to the backdrop of a tape measure, and rejects blatantly offensive material.

facebook ad acceptable

Attempting to provide higher quality content that doesn’t shame or offend users is a noble goal.

But when everyday products can’t be advertised, and robots are enforcing grey area, it’s time for a better appeals process. At least now you know what not to include in your next Facebook ad, even if it is legit.

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Real Estate Technology

By now, all brokerages should be using Click-To-Call tech

Click-to-call tech is not just a sales tool, but an expectation of consumers, leading to a much healthier pipeline.

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click-to-call technology

Consumers are doing more and more online these days – but that doesn’t mean that the era of the phone call has ended. In fact, research is confirming that, when people are shopping or looking for a service, they often combine mobile web searching with a phone call to the business. Users first research the products online on their mobile device, then call the business to get more details or make the purchase.

That is why having a click-to-call option on your mobile website or app is more important than ever.

Invoca reports that 45 percent of all calls to businesses are inspired by a mobile search, compared to just 9 percent of phone calls prompted by a desktop search.

A study in the UK found that 94 percent of customers expect that your site will have a call-to-click option, and we would suggest the findings would be similar in America.

redfin-tap-for-help1

In a survey of 1500 mobile users, 42 percent of users reported that they had used click-to-call, usually because they simply wanted to speak to a real person. Needing a fast answer to a question, or wanting more information than was listed on the website were two other oft-cited motivations for using click-to-call.

And these calls aren’t just casual chats – more often than not, they are inquiries that lead to sales. Click-to-call phone calls last an average of six minutes, with a high rate of sales conversion.

Mobile phone call conversation rates are four times higher than desktop. Take pause to think about that.

While the benefits of having a click-to-call option are obvious, it’s also important to note that not having click-to-call could actually hurt your business.

The study found that customers are more likely to trust a business when they list a phone number; a business with an unlisted phone number makes customers suspicious and unlikely to buy. The aforementioned UK study found that about a third of customers will actually be frustrated, annoyed, or disappointed if you don’t have click-to-call.

With an estimated $1.94 trillion in sales coming from click-to-calls by 2019, there’s really not excuse not to have it.

This story was first published in 2016.

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Real Estate Technology

Value privacy? DuckDuckGo is the answer to breaking up with Google

(TECHNOLOGY) DuckDuckGo is a search engine that doesn’t listen to home recordings, sell you stuff, or track your every movement. They just provide search results.

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DuckDuckGo search engine

A popular Wired editorial caught our eye, urging folks to consider using DuckDuckGo instead of Google. We continue revisiting this story. And as someone who does use DuckDuckGo as my default search engine, it made me smile.

In the modern world of telecommunications, the only real currency is trust. When you buy an iPhone or an Android, you’re not really buying a set of features. You’re buying assurance that the cell phone company you’ve chosen isn’t going to screw you over too badly. You have a device in your pocket that tracks you, everywhere you go.

Even when you have location services off, your smartphone knows where you are through a combination of the Wi-Fi networks nearby and your phone’s motion sensor. Here’s an article from nearly a decade ago talking about how this process is 90% accurate. How much better do you reckon it’s gotten since then?

The thing is, Apple and Google both kinda suck at the privacy thing. Here’s an article about Siri recordings being made when Siri isn’t meant to be turned on, and the quality assurance contractors who then have to listen to people having sex. (Apple is ending the contractor program, after a public outcry.) Here’s an article about a big ol’ leak of Google Home recordings, many of which were made without the user activating Google Home. Here’s an article about Amazon leaking 1,700 audio recordings from someone’s Alexa to a complete stranger!

So your phone companies don’t really protect you that well. Apps take advantage of this too. If you still have the FB app, you should probably delete it! Here’s a story about a psychiatrist realizing that Facebook was suggesting that her patients add each other!

So privacy matters, and Google sucks at it. Google is also a HUGE business. It’s an enormous company that wields so much influence on ours lives that there is an entire industry now called “search engine optimization” dedicated to unraveling its whims.

And what whims! One major update a few weeks ago caused a 30-40% drop in traffic for some websites. These updates are pretty opaque, and a whole constellation of websites has arisen to help the search engine optimization workers (or SEOs, for short) untangle what those updates mean, and why their traffic has suddenly gone down.

And at this point, Google only kinda wants to serve you results. Mostly they wanna serve you ads, and highly-optimized shopping results. One of the big problems facing SEO workers right now is that you can bust your ass to get a company to the front page of results, and it may not matter if you don’t crack the top 3. Because people do most of their Internetting on their phones now, and ads take up most of the screen space when someone Googles.

So Google isn’t great at privacy AND their priorities are skewed. But this is an article about DuckDuckGo, right? And we’ve barely covered it! So let’s talk about that a little.

DuckDuckGo doesn’t save your searches. It forgets everything you search. And you know what? That feels incredible. There are drawbacks. When I type the letter L into DuckDuckGo, it doesn’t immediately suggest “Leonard Bernstein shirtless” like Google does. But the ten seconds it takes to type that out is worth the knowledge that my data isn’t being stored by my search engine.

And yes, Google pours a ton of money and attention into their algorithms, and they’ve got a years-long head start on DuckDuckGo. But usually, DuckDuckGo still manages to get me exactly what I want. Sometimes, it’s even better at giving me what I want. Because it’s not serving me ads, or trying to second-guess me. It just…gives me the thing I asked for.

There are still some instances that send me to Google. If I’m looking for a specific image or gif, for instance. Or if I’m looking for a certain news story. And there are certain niche searches where Google’s experience is necessary. But for the vast majority of what I need, DuckDuckGo is there, serving up only what I want and protecting my privacy while it does. And it feels GREAT.

This story was first published in December 2019.

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