China Has an AI Police Station and That Is Not a Good Thing
December 12, 2017
The wave of things artificial intelligence can do is amazing. In China, they are even handling law enforcement with intelligent machines. While this might be a boon for efficiency, people like Stephen Hawking are not happy. We learned more from the Sanvada article, “Check Out The Artificial Intelligence-Powered Police Station in China.”
According to the story:
Recently China announced the opening of an AI-powered police station in Wuhan illustrating its plans to fully incorporate artificial intelligence as a functional part of its systems.
But the most interesting turn comes later, stating:
Artificial intelligence may not yet be up to the task. After all, not every case in the designated area will relate to car or driving related issues. Artificial intelligence has yet to be proven to have the capability of solving complex disputes. It may not use of all of the facts or comprehend the intricate dynamics of human relationships or the damage which can be caused to people whether it is in the case of molestation or rape and hence, may not have the sensitivity to deal with such scenarios.
We love the multitude of uses for AI but have to agree with the skepticism of Sanvada. One of the smartest people on the planet also agrees. Stephen Hawking recently commented that “AI could be the worst event in human history.” Let’s hope he’s not right and let’s hope wise guidance proves that AI police stations stay a novelty in the world of AI.
Patrick Roland, December 12, 2017
Big Data and Search Solving Massive Language Processing Headaches
December 4, 2017
Written language can be a massive headache for those needing search strength. Different spoken languages can complicate things when you need to harness a massive amount of data. Thankfully, language processing is the answer, as software architect Federico Thomasetti wrote in his essay, “A Guide to Natural Language Processing.”
According to the story:
…the relationship between elements can be used to understand the importance of each individual element. TextRank actually uses a more complex formula than the original PageRank algorithm, because a link can be only present or not, while textual connections might be partially present. For instance, you might calculate that two sentences containing different words with the same stem (e.g., cat and cats both have cat as their stem) are only partially related.
The original paper describes a generic approach, rather than a specific method. In fact, it also describes two applications: keyword extraction and summarization. The key differences are:
- the units you choose as a foundation of the relationship
- the way you calculate the connection and its strength
Natural language processing is a tricky concept to wrap your head around. But it is becoming a thing that people have to recognize. Currently, millions of dollars are being funneled into perfecting this platform. Those who can really lead the pack here will undoubtedly have a place at the international tech table and possibly take over. This is a big deal.
Patrick Roland, December 4, 2017
Canada Socks It to the USA Again
November 28, 2017
The US loves making fun of Canada and Canadians take it in stride. While Canadians brush off the teasing, they feel a smug sense of superiority, especially when they get something the US does not. These include a less embarrassing national leader, the metric system, and now the city of the future. The San Francisco Gate reports that “Larry Page’s Urban Innovation Unit Picks Toronto For First Digital Neighborhood.”
This does not come as a surprise, especially if you work in the technology or entertainment industries. Along with other advantages, Canada rewards technology innovations and film crews with tax incentives and other cost-saving laws. Toronto is Canada’s biggest city and Larry Page talked the city officials into building the city of the future along Lake Ontario’s shore. Alphabet Inc. and Waterfront Toronto are working side by side to develop a high-tech community that includes green technologies, self-driving transport, and construction techniques that will lower housing costs.
Unknown to many, Toronto is home to a thriving startup boom and the deal has been in talks for a decade:
Sidewalk Toronto will dedicate $50 million to planning the project, which will begin with a new neighborhood called Quayside and eventually extend into the Eastern Waterfront, more than 800 acres in one of North America’s largest undeveloped urban parcels. Google’s Canadian headquarters will relocate to the development from the west end to support the project.
It is hard to imagine a US city doing something similar to Toronto. Most city governments would want to be paid, instead of giving money to this big of a project.
Whitney Grace, November 28, 2017
It Is Time Our Tech Giants Went on a Goodwill Tour
November 22, 2017
As our tech giants pull in more cash, it’s time they gave more back to society. But how? That’s the central question of a fascinating Business Week article, “Hate Amazon, Apple, Facebook, and Google? Get in Line.”
According to the story:
All of the sudden our tech giants find themselves in a PR pickle: They are posting record earnings and seem unstoppable in business, but they desperately need to convince the public they’re not scarier than a pack of velociraptors on meth.
The story partially follows California congressional candidate, Ro Khanna, who thinks he has some answers for these hated behemoths.
Khanna wants the tech giants to see this moment as an opportunity—“a chance to respond to the challenges facing our country,” he wrote. “The hope is that they will answer the nation’s call to advance the common good, from expanding job opportunity to communities across the country to ensuring that online platforms do not contribute to polarization or misinformation.
This is a chance for those behemoths to really make an impact on something other than their pocketbooks. Perhaps, these businesses like Amazon and Facebook, which are obsessed with the real-time operation can extend that to charitable deeds. To see a real-time charitable impact, like this would likely surge giving.
Patrick Roland, November 22, 2017
Solve BI Woes with This Listicle
November 20, 2017
Business intelligence is a key component in any business that wants to be competitive, turn a profit, and make themselves a known entity. The problem, however, is betting your business intelligence plan off the ground. CIO shares the top, “Three Reasons Your Business Intelligence Adoption Has Stalled.” Old-fashioned BI plans relied heavily on putting technology at the forefront and having a dedicated staff to manage it. The traditional model has changed because everyone in an organization can have access to the same type of technology that once was specialized.
The problem with implementing a BI plan is more than likely than the company culture. The first problem is that employees (and everyone) are resistant to change. Forcing employees to use new technology not only creates conflict, but there is also the problem with data literacy. It usually takes a lot of training sessions to get everyone’s skills on par.
Another problem is that some companies rely too heavily on their gut instinct that confirmed data:
BI leaders spend a disproportionate amount of time trying to convince instinct-based decision-makers that analytic insight beats intuition. Unfortunately, this rarely changes deep-rooted beliefs and has little-to-no impact on the use of BI. Consequently, BI teams are better served engaging leaders who understand the value of analytics and are willing and able to influence business process change. Top-down support from organizational leaders to challenge the status quo, and push for business process transformation, is mandatory for success. It will quickly become evident to senior leaders which of their key decision-makers are furthering – or hindering – the organization’s BI and analytic adoption goals.
The third problem is that organizations implement a BI plan, usually around an IT project, and once it is rolled out and on the go, nothing else is done with it. Companies think that once a BI plan is in place, then it will not need to evolve in the future. A fluid mentality, rather than a check-box one is how organizations will have successful BI deployments.
Whitney Grace, November 20, 2017
Toronto Is the City of the Future
November 17, 2017
Canada is regarded as a calm, nice country that enjoys hockey and maple syrup. It is not seen as a technology bastion, but Google’s Larry Page decided to make Toronto a digital innovation says the San Francisco Gate in “Larry Page’s Urban Innovation Unit Picks Toronto For First Digital Neighborhood.”
Page dubbed Toronto is now dubbed the “city of the future” (sorry Disney and Tomorrowland). Alphabet Inc. and Waterfront Toronto plan to build a technology-friendly community along Lake Ontario. The city will incorporate green energy systems, self-driving transportation, and construction techniques that will lower housing costs. The new city of the future has been on the drawing board for ten years. With its construction, Eric Schmidt expressed that the goal is it will improve human lives.
Sidewalk Toronto will dedicate $50 million to planning the project, which will begin with a new neighborhood called Quayside and eventually extend into the Eastern Waterfront, more than 800 acres in one of North America’s largest undeveloped urban parcels. Google’s Canadian headquarters will relocate to the development from the west end to support the project.
Toronto is in the midst of a technology boom, startups are popping up all over the place, and AI research has received increased funding from the government. The hope is that the new community will help combat the city’s housing crunch.
All we can do is wait and see if Toronto really does become a model city for the future.
Whitney Grace, November 17, 2017
Proprietary Software Cheats Users
November 16, 2017
Cory Doctorow is an outspoken defender of net neutrality, technology education, and user rights. He has written and spoken about these subjects and shares his opinion on BoingBoing. The science-fiction magazine Locus recently published one of his new essays,“Cory Doctorow: Demon-Haunted World.” Doctorow discusses how software can be programmed to take out the human factor of like and steer things in favor of corporations who want to gobble down dollars.
Cheating is a well-established enterprise that originated long before the digital revolution, but it is getting smarter as technology advances. While in the past it was cheating was more of a danger from outside forces, it is now nestled within the very things we own.
The software allows companies and literally anyone with the know how to cheat you out of money or precious time. Rather than cheat en masse, the cheating is coming to your home because it is so much easier to infiltrate the individual now. Even scarier is when he uses an alchemy metaphor, explaining how alchemists were cut-rate lab technicians who believed spirits, God, and demons influenced their experiments. The technology used for cheating has a similar demonic presence and that is not even the worst factor.
Doctorow pulls out his trump card when he explains how outdated technology laws from the 20th century still had standing today when it is more than obvious they need to be repealed:
What’s worse, 20th-century law puts its thumb on the scales for these 21st-century demons. The Computer Fraud and Abuse Act (1986) makes it a crime, with jail-time, to violate a company’s terms of service. Logging into a website under a fake ID to see if it behaves differently depending on who it is talking to is thus a potential felony, provided that doing so is banned in the small-print clickthrough agreement when you sign up.
Then there’s section 1201 of the Digital Millennium Copyright Act (1998), which makes it a felony to bypass the software controls access to a copyrighted work. Since all software is copyrightable, and since every smart gadget contains software, this allows manufacturers to threaten jail-terms for anyone who modifies their tractors to accept third-party carburetors (just add a software-based check to ensure that the part came from John Deere and not a rival), or changes their phone to accept an independent app store, or downloads some code to let them choose generic insulin for their implanted insulin pump.
Follow Doctorow’s advice, read, test, learn, and just combat ignorance.
Whitney Grace, November 16, 2017
Even Genius Kids Need Teachers
November 14, 2017
Geniuses are supposed to have the innate ability to quickly learn and apply information without being taught. It is almost like magic what they can do, but even with their awe-inspiring intellects, geniuses need their own mentors. The Independent wrote about a study that proved geniuses need guidance, “Psychologists Studies 5000 Genius Kids For 45 Years-Here Are Their 6 Takeaways.”
Started in 1971, the “Study of Mathematically Precocious Youth” (SMPY) followed 5000 American children with intelligence measured in the 0.01%, 0.1%, and 1% of all students. The study’s facilitators learned that the children led extraordinary lives that ranged from them being patent holders, they earned doctorates or graduate degrees, and are in the top 5% of income earners. One problem is that these children were often ignored by their teachers because they were already meeting their potential. Teachers had to spend more time helping lower students achieve their academic requirements.
They also learned that skipping a grade can help and intelligence is varied. The latter means that intelligence cannot be prepackaged, one size fits all, instead, it comes in different forms. Also despite how much they are loathed, standardized tests do have some predictive ability to measure genius kids success in life. Perhaps the most interesting factoid is something that is taught in business classes, mindfulness, and other life coaching strategies:
The psychologist Carol Dweck has found that successful people tend to keep what’s known as a “growth mindset” as opposed to a “fixed mindset.” They view themselves as fluid, changing beings that can adapt and grow — they are not static.
SMPY agrees with that assessment, but it also has found that the earliest signs of cognitive ability in kids can predict how well they’ll do later in life, ignoring all the practice that may or may not come in between.
Genius kids are valuable as individuals and their intellect can help the world, but the bigger problem is trying to find ways to help them achieve when the rest of the world is trying to catch up.
Whitney Grace, November 14, 2017
AI Changes Power Delivery
November 13, 2017
Artificial intelligence has already changed the way our lives progress daily, and will continue to do so the more advances are made in that field. What is amazing is how AI concepts can be applied to nearly every industry in the world and T&D World takes a look at how it has affected the power grid, “Artificial Intelligence Is Changing The Power-Delivery Grid.” The author introduces the article explaining how he has noticed that when people say Thomas Edison would be familiar with today’s modern innovations and how it is a put down to the industry.
In truth, Edison would be hard pressed to rationalize today’s real-time mechanics and AI structure. AI is an important development in all fields from medical to finance, but it plays an important role in the modern power grid:
Some of us call situational awareness technology machine learning, but most of us use the more common term of artificial intelligence (AI). AI is being used on the grid right now and it is more widespread than you might think. Case in point: In June, the U.S. Department of Energy held its 2017 Transmission Reliability Program in Washington, D.C., and there were several AI presentations. The presentation that caught my attention was about using advanced machine learning with synchrophasor technology. Synchrophasor technology generates a great deal of data using phasor measurement units (PMUs) to measure voltage and current of the grid, which can be used to calculate parameters such as frequency and phase angle.
Edison would not feel at home, instead, he would want to get his toolset and tear the power grid apart to figure out how it worked. Geniuses may be ahead of their time, but they still are products of their own.
Whitney Grace, November 13, 2017
Reddit Search Improves with Lucidworks
November 10, 2017
YouTube might swallow all of your free time with videos, but Reddit steals your entire life with videos, plus images, GIFS, posts, jokes, and cute pictures of doggos, danger noodles, trash pandas, and floofs. If you do not know what those are, then shame on you. If you are a redditor, then you might have noticed that the search function stinks worse than a troll face. According to TechCrunch, Reddit has finally given their search function a facelift, “Reddit Teams With Lucidworks To Build New Search Framework.”
Reddit has some serious stats when it comes to user searches and postings. The online discussion platform has more than 500 million users, generates 5 million comments, and 40 million searches are conducted each day. While one of Reddit’s search challenges is dealing with the varied content, another is returning personalized search results without redactors having to explicitly write them in the search box.
Reddit’s poor search performance is legendary and its head honchos wanted to improve it, but trying to find the time to fix it was a problem. That is why they hired Lucidworks to do the job for them:
Caldwell said that the company went with the Lucidworks Fusion platform because it had the right combination of technology and the ability to augment his engineering team, while helping search to continually evolve on Reddit. Buying a tool was only part of the solution though. Reddit also needed to hire a group of engineers with what Caldwell called “world class search and relevance engineering expertise.” To that end, he has set up a 30-person engineering search team devoted to maximizing the potential of the new search platform.
Lucidworks currently remains in charge of fixing Reddit’s search issues, but eventually, Reddit will take over. Within a few searches for danger noodle, floof, and doggo not only have more accurate results, but you can learn the aww language lingo through the results
Whitney Grace, November 10, 2017
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