Automation isn’t necessarily meant to replace people. Some of that will happen as a result of removing steps that require human interaction, but the focus and advantages are found in productivity, consistency, and efficiency. This is the paradox of automation—as you become efficient using automation, human involvement becomes both more important and less frequent.
The White House report points in particular to the current wave of AI, which it describes as having begun around 2010. That’s when advances in machine learning and the increasing availability of big data and enhanced computation power began providing computers with unprecedented capabilities such as the ability to accurately recognize images. The report says greater deployment of AI and automation could boost economic growth by creating new types of jobs and improving efficiency in many businesses. But it also points to the negative effects: job destruction and related increases in income inequality. For now at least, “less educated workers are more likely to be replaced by automation than highly educated ones.” The report notes that so far automation has displaced few higher-skill workers, but it adds: “The skills in which humans have maintained a comparative advantage are likely to erode over time as AI and new technologies become more sophisticated.”
Home automation gets you involved. Set your personal preferences and actions, then sit back and enjoy using the latest in home automation technology. Though such technology might seem complex, it remains completely flexible and user-friendly making for a fun experience. Whether viewing visitors at your front door on your TV or tuning your stereo by using voice recognition, you'll find home automation surprisingly enjoyable. When it comes to impressing the friends, you'll be happy to show off your newfound applications.
See below for a list of popular unit testing frameworks and tools for major platforms and programming languages. These frameworks can be used by programmers to test specific functionality in libraries and applications. Unit tests can then be used to automatically test new versions and builds as part of an automated build system or deployment process.
Augmentation, in contrast, means starting with what humans do today and figuring out how that work could be deepened rather than diminished by a greater use of machines. Some thoughtful knowledge workers see this clearly. Camille Nicita, for example, is the CEO of Gongos, a company in metropolitan Detroit that helps clients gain consumer insights—a line of work that some would say is under threat as big data reveals all about buying behavior. Nicita concedes that sophisticated decision analytics based on large data sets will uncover new and important insights. But, she says, that will give her people the opportunity to go deeper and offer clients “context, humanization, and the ‘why’ behind big data.” Her shop will increasingly “go beyond analysis and translate that data in a way that informs business decisions through synthesis and the power of great narrative.” Fortunately, computers aren’t very good at that sort of thing.
Nearly a century later, despite formidable advances in technology, repetitive tasks persist. Automation continues apace; millions of jobs once carried out by humans are accomplished by software and mechanized factories, while Americans are working harder and increasingly longer hours. The gains from automation have generally been enjoyed not by those who operate the machines, but by those who own them. According to the Organisation for Economic Cooperation and Development, the share of income going to wages in OECD nations has been decreasing since the 1970s, while the share being funneled into capital—into things like cash reserves and machinery—has been increasing. It can seem that some of the only workers who have realized any scrap of that rusty old promise of automation are the ones who’ve carved out the code to claim it for themselves.
Online shopping could be considered a form of automated retail as the payment and checkout are through an automated Online transaction processing system, with the share of online retail accounting jumping from 5.1% in 2011 to 8.3% in 2016[citation needed]. However, two-thirds of books, music and films are now purchased online. In addition, automation and online shopping could reduce demands for shopping malls, and retail property, which in America is currently estimated to account for 31% of all commercial property or around 7 billion square feet. Amazon has gained much of the growth in recent years for online shopping, accounting for half of the growth in online retail in 2016.[68] Other forms of automation can also be an integral part of online shopping, for example the deployment of automated warehouse robotics such as that applied by Amazon using Kiva Systems.
Ajay Prasad, Founder and President of GMR Transcription and RepuGen, says: “There are two major ways that I have been able to improve my own businesses and my clients' through automation and systematization. First, I have developed an automated software solution called RepuGen to automate the difficult process of gathering customer and client feedback and managing online reviews. We all know the importance of online reviews, but typically we can never find the time to manage them. My clients and I were facing the difficulty of getting our happy customers to write reviews, and all manual processes were taking up much of our time.
Based on a formula by Gilles Saint-Paul, an economist at Toulouse 1 University, the demand for unskilled human capital declines at a slower rate than the demand for skilled human capital increases.[100] In the long run and for society as a whole it has led to cheaper products, lower average work hours, and new industries forming (i.e., robotics industries, computer industries, design industries). These new industries provide many high salary skill based jobs to the economy. By 2030, between 3 and 14 percent of the global workforce will be forced to switch job categories due to automation eliminating jobs in an entire sector. While the number of jobs lost to automation are often offset by jobs gained from technological advances, the same type of job lost is not the same one replaced and that leading to increasing unemployment in the lower-middle class. This occurs largely in the US and developed countries where technological advances contribute to higher demand for high skilled labor but demand for middle wage labor continues to fall. Economists call this trend “income polarization” where unskilled labor wages are driven down and skilled labor is driven up and it is predicted to continue in developed economies.[101]

Home automation refers to technology installed in homes to remotely control and automate household systems like lighting, doors, heating & air conditioning, entertainment systems, security alarms, surveillance cameras and other connected appliances. The programmable thermostats, sprinkler systems, coffee makers, and entertainment systems that have been standard home features for decades can be considered home automation. But by today’s technological standards, the term home automation typically refers to a more advanced and complex set of components. To learn more about home automation, click here.
One other smart home platform you might have heard something about is IFTTT. An acronym for "If This, Then That," IFTTT is a free service that lets you craft automation recipes that link smart gadgets, web services, and online tools. Select a cause ("if this") and an effect ("then that"), and the recipe will run automatically. A social networking recipe might automatically save your Instagram photos to a Dropbox folder, for instance. Once you start adding smart home gadgets into the mix things get even more interesting -- and more and more are joining IFTTT's ranks all the time.
Automation is essential for many scientific and clinical applications.[78] Therefore, automation has been extensively employed in laboratories. From as early as 1980 fully automated laboratories have already been working.[79] However, automation has not become widespread in laboratories due to its high cost. This may change with the ability of integrating low-cost devices with standard laboratory equipment.[80][81] Autosamplers are common devices used in laboratory automation.

On the other hand, the macro diet is different from other diets because it’s not a one-size-fits-all approach to dieting. Everyone starts with a target macro ratio (for example, a macro ratio of 50% carbohydrates, 25% protein and 25% fat). An online calculator—or better yet, a nutritionist—will help you determine your macro ratio based on your body type, goals, activity level and medical history. As you aim for your specific macro ratio, you might adjust it based on what’s happening with your body. (See below for more info on that.)


SharePoint is a cloud-based Microsoft product that can be used for BPA and for document storage and collaboration. Training for SharePoint goes from the basics (for users who will stick to low-level functionality) to the advanced superuser and even administrator designation (for professionals who want to act as their company’s point of contact for their internal or external SharePoint site). Programming courses in SharePoint are also available for professionals who need to code new applications.
Websites as well as mobile applications need to handle spikes in traffic effectively. Consumers have limited tolerance for latency and any performance degradation typically results in customers abandoning your website/app for a competitor’s site. Planning ahead for exceptional user experience and optimizing performance by ensuring system works under high load is essential to deliver onto customer expectations and prevent losing business to competitors. SmartBear's LoadComplete tool will prepare developers and testers to:
“While using and teaching Agile practices like test-driven development (TDD) on projects in different environments, I kept coming across the same confusion and misunderstandings. Programmers wanted to know where to start, what to test and what not to test, how much to test in one go, what to call their tests, and how to understand why a test fails. [….] My response is BDD.”

Thomas H. Davenport is the President’s Distinguished Professor in Management and Information Technology at Babson College, a research fellow at the MIT Initiative on the Digital Economy, and a senior adviser at Deloitte Analytics. Author of over a dozen management books, his latest is Only Humans Need Apply: Winners and Losers in the Age of Smart Machines. 
Environment issues aside, automated checks that need to be run by hand create a drain on the team. Most teams we work with tend to want to just get started by running automated checks by hand. I suggest a different approach: Start with one check that runs end-to-end, through the continuous integration server, running on every build. Add additional scripts to that slowly, carefully, and with intention. Instead of trying to automate 100%, recognize that tooling creates drag and maintenance cost. Strive instead to automate the most powerful examples.
Software testing tools themselves do not perform actual testing. Humans test with attentive minds, as well as the ability to discern differences and interesting details based on the information they receive. Testing tools can be programmed to run a series of operations and check for expected results. In a skilled person's hand, these tools can extend the reach of the tester. In this feature we talk about three major categories of test tools: automation, bug tracking and coverage.
With the growing number of web-based applications this is changing, however, as verifying and testing web-based interfaces is easier and there are various tools that help with this, including free open source projects. Please see below for a list of popular and useful tools, projects, books and resources to get started with automated software testing.
What if we were to reframe the situation? What if, rather than asking the traditional question—What tasks currently performed by humans will soon be done more cheaply and rapidly by machines?—we ask a new one: What new feats might people achieve if they had better thinking machines to assist them? Instead of seeing work as a zero-sum game with machines taking an ever greater share, we might see growing possibilities for employment. We could reframe the threat of automation as an opportunity for augmentation.
“The most important thing to consider is the problem you are trying to solve. Many test automation initiatives fail because teams are trying to jump in head first and automate every test possible instead of the most valuable tests according to the goals of development. They find themselves in a maintenance nightmare. Pick the most valuable test you were already performing manually and automate those first.”
Energy Management Home automation is the perfect tool for managing your family’s power consumption and making your entire home more energy efficient. Automatically switch off lights and appliances when not in use or during specific times of the day. Stop heating or cooling an empty house all day long and opt for a smarter approach to indoor climate control.
When I first started tracking Macros I kept a running tally on paper. It was a tedious process. When I found My Macros it made my life easier and more fun to count Macros. Using the barcode scanner easily enters the food nutrients. I am able set different food goals based on my training that day. I love the "remaining Macros counter" at the top of the page. It allows me to make good food decisions as the day progresses. At the end of the day it is fun to see how closely I kept to my nutrient goals. I can also share this information with my nutritionist and friends.
Summary: Provides test automation for end-to-end scenarios across multiple endpoints with support for REST, web services and over 120 protocols/message types. Parasoft SOAtest creates extensible and reusable tests. In addition to API testing, it also offers SOA testing, web and performance testing, web UI testing, runtime error testing, API security testing, service virtualization, and development testing.
Discrete manufacturing plants adopted these technologies fast. The more conservative process industries with their longer plant life cycles have been slower to adopt and analogue-based measurement and control still dominates. The growing use of Industrial Ethernet on the factory floor is pushing these trends still further, enabling manufacturing plants to be integrated more tightly within the enterprise, via the internet if necessary. Global competition has also increased demand for Reconfigurable Manufacturing Systems.
All that action adds up to a rapidly growing number of things in the internet of things, along with a variety of platforms competing to control them all. That might make the idea of getting your smart home started a little bit overwhelming, but don't worry. It's actually easier than ever to start automating your home -- provided you know your options.
Human-machine interfaces (HMI) or computer human interfaces (CHI), formerly known as man-machine interfaces, are usually employed to communicate with PLCs and other computers. Service personnel who monitor and control through HMIs can be called by different names. In industrial process and manufacturing environments, they are called operators or something similar. In boiler houses and central utilities departments they are called stationary engineers.[57]
Some observers, spearheaded by a clique of Silicon Valley insiders, have begun arguing for a universal basic income as a way to help those unable to find work. Wisely, the White House report rejects such a solution as “giving up on the possibility of workers’ remaining employed.” As an alternative, Muro proposes what he calls a “universal basic adjustment benefit.” Unlike the universal basic income, it would consist of targeted benefits for those seeking new job opportunities. It would provide such support as wage insurance, job counseling, relocation subsidies, and other financial and career help.
One coder described keeping the fact that he’d fully automated his job from his company because he feared it would claim the IP as its own and refuse to compensate him. Another, who asked to be identified only as Jordan, told me he had once inadvertently automated an entire department into redundancy. He now saves “several weeks’” worth of time a year with automation scripts. Jordan says he and his colleagues keep a tight lid on their automation techniques, to maintain control over how they’re used: “We generally keep these tools to ourselves.”
Staying on top of the foods you eat can provide a wealth of benefits and skyrocket your success when eating a keto diet. Not only does it promote accountability for food choices and portion sizes, it can help sniff out places where you might be holding yourself back and are unaware of it. Have a favorite tracking app? Let us know in the comments below!

What does this mean for us? Hello, free time! It means we would have more time to spend doing things that a machine just cannot do. You’ll get to focus on the creative aspects of your job. Let your brain actually do some thinking and innovating. As much as I hate to sound scientific, you’ll be able to let your human-like capabilities flourish to prove your value. This is where the three job categories that will thrive with automation come into play: creatives, composers and coaches will start to take off.
Testim.io leverages machine learning for the authoring, execution, and maintenance of automated test cases. We use dynamic locators and learn with every execution. The outcome is super fast authoring and stable tests that learn, thus eliminating the need to continually maintain tests with every code change. Netapp, Verizon Wireless, Wix.com and others run over 300,000 tests using Testim.io every month.
 A business process is often started by a trigger, such as the filing of an expense report, which initiates a set of predefined workflow steps, or processes, that conclude with the employee receiving reimbursement. The goal of BPA is to not only automate business processes, but to simplify and improve business workflows as well. BPA can be a standalone initiative or part of a larger, overarching business process management (BPM) strategy.
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