Assigning female genders to digital assistants such as Apple's Siri and Amazon's Alexa is helping entrench harmful gender biases, according to a UN agency. Research released by Unesco claims that the often submissive and flirty responses offered by the systems to many queries – including outright abusive ones – reinforce ideas of women as subservient. "Because the speech of most voice assistants is female, it sends a signal that women are obliging, docile and eager-to-please helpers, available at the touch of a button or with a blunt voice command like'hey' or'OK'," the report said. "The assistant holds no power of agency beyond what the commander asks of it. It honours commands and responds to queries regardless of their tone or hostility. In many communities, this reinforces commonly held gender biases that women are subservient and tolerant of poor treatment."

Google Assistant can draw on voice command, as seen here at the Google I/O conference in 2018, with the help of machine learning techniques. Artificial intelligence systems powered by machine learning have been creating headlines with applications as varied as making restaurant reservations by phone, sorting cucumbers, and distinguishing chihuahuas from muffins. Media buzz aside, many fast-growing startups are taking advantage of machine learning (ML) techniques like neural networks and support vector machines to learn from data, make predictions, improve products, and enhance business decisions. Unfortunately "machine learning theater" – companies pretending to use the technology to make theirs seem more sophisticated for a higher valuation – is also on the rise. Undeniably, ML is transforming businesses and industries, with some more likely to benefit than others.

We have all read market predictions describing billions of devices and the hundreds of billions dollars in profit that the Internet of Things (IoT) promises.a Security and the challenges it represents27 are often highlighted as major issues for IoT, alongside scalability and standardization. In 2017, FBI Director James Comey warned, during a senate hearing, of the threat represented by a botnet taking control of devices owned by unsuspecting users. Such a botnet can seize control of devices ranging from connected dishwashers,b to smart home cameras and connected toys, not only using them as a platform to launch cyber-attacks, but also potentially harvesting the data such devices collect. In addition to concerns about cyber-security, corporate usage of personal data has seen increased public scrutiny. A recent focus of concern has been connected home hubs (such as Amazon Alexa and Google Home).c

According to recent and separate studies from Gartner, Harvey Nash/KPMG, and O'Reilly, somewhere between 24% and 37% of organizations are at least moderately investing in machine learning and artificial intelligence. Much of this will be AI/ML embedded in applications like chatbots, recommendation engines, and virtual assistants and some consider RPAs a form of AI/ML. But it also means that more organizations are testing AI/ML on their proprietary data, developing models, and connecting models to their end user applications. The most advanced organizations using AI/ML like Twitter and Facebook are developing entire model development lifecycles to support ongoing model improvements are retraining. Integrating Applications with Machine Learning Models As a full stack developer or a solutions architect, it's quite likely that you'll be asked to integrate applications and data pipelines to ML models.

Artificial Intelligence is a technology solution with the power to change the world. Once the sole property of sci-fi writers and creative minds, artificial intelligence is now an increasingly common part of our professional and personal lives. We make purchases through virtual assistants hooked up to our phones and speakers. Our bots remind us when we have appointments and help us to manage our schedule. In the business world, artificial intelligence even has the potential to take care of mundane tasks on our behalf, freeing up more time for us to be as intuitive and innovative as we like.

Artificial Intelligence is a technology solution with the power to change the world. Once the sole property of sci-fi writers and creative minds, artificial intelligence is now an increasingly common part of our professional and personal lives. We make purchases through virtual assistants hooked up to our phones and speakers. Our bots remind us when we have appointments and help us to manage our schedule. In the business world, artificial intelligence even has the potential to take care of mundane tasks on our behalf, freeing up more time for us to be as intuitive and innovative as we like.

Artificial intelligence (AI) is no longer becoming a part of our everyday lives, it already is. More consumers than not are living in smart homes and working in smart offices. The number of users of smart speakers like Amazon's Echo and Google Home is growing at a compound annual rate of 47.9 percent and between 2016 and 2020 is expected to grow from 16 million to 76.5 million. The hospitality industry is rapidly identifying ways to put AI into widespread use. With large sets of data becoming more prevalent and AI becoming more accessible, hotel marketers have the potential to transform how they operate to maximize returns, optimize processes and interact with guests for increased satisfaction and loyalty.

Sure, Siri can open Netflix for you and search for a George Clooney movie, but only if you spring $179 to $199 for the Apple TV accessory streamer. Now, Apple's personal assistant can turn on the TV, change the channel and find a specific TV show, on certain newer TVs from Vizio, Samsung, Sony and LG. It's part of a radical rethink on Apple's part to bring Apple outside of the ecosystem, and onto mainstream television sets. Samsung pushed out Apple's AirPlay features on new smart TVs that began shipping May 13. AirPlay lets you mirror what's on your device.

You know about Cortana, Siri and Google Assistant, right? Have you ever imagined that you can make your own virtual personal assistant and customize it as you want? Today, we'll be doing it here. We'll be building a personal assistant from scratch in python. Oh, Before getting into it, let me tell you that by no means it's an AI but just a powerful example of what AI can do, and how versatile and amazing python is.

Web development best practices change rapidly. Often, businesses are not on track to putting into effect all these innovations. However, it's important to focus on the trends, methods, and approaches that are just gaining popularity. Let's talk about the latest trends in web development for this year and beyond. Today, the world is witnessing the beginning of the voice search era.