One of the big ways artificial intelligence (AI) has gained ground in the home and the enterprise is through conversational agents, according to a Thursday report from KPMG. Using these agents--which the report defines as "chatbots and intelligent assistants that interact with people via voice or text channels, on devices such as smartphones, automotive infotainment consoles, and smart speakers"--has become second nature to consumers, who speak to them daily in their homes, cars, online shopping sessions, and more. A further sign of the spread of conversational agents is smart speaker sales, which IDC predicts will hit nearly $12 billion by the end of 2018, and reach $28 billion in 2022, the report found. Additionally, AI applications are expected to increase from $644 million in 2016 to $37 billion by 2025, which is a factor of 56, the report found. Conversational agents aren't limited to consumers--these tools have a plethora of use cases in the enterprise, according to the report.

Digital marketing is an ever-changing landscape, thanks to the strides in digital technology. The prevalence of smartphones and tablets, along with internet penetration, have added more power to digital marketing. Going digital means using the entire gamut of technologies - from the use of artificial intelligence to wearables. As a brand, making an impact on every customer (internal or external), and opening up multiple channels of communication for customers is no more a luxury, but a necessity. Businesses know that the present and future of marketing is undoubtedly digital.

Although present and well known for long, these really picked up their pace in 2018 with their extensive industrial usage. In this article we are going to see how Artificial Intelligence has established itself in 2018 and how it is going to perform and change the world in 2019. AI can excite and scare us at the same time. After all, when Elon Musk talks about the threat that AI can possess, one has to wonder whether it will be our friend or foe. The hype around AI is ever increasing and does not seem to be dying soon.

This year, artificial intelligence will continue its push into mobile hardware and enterprise communication devices, challenging IT shops' enterprise mobility management (EMM) capabilities while at the same time offering potential security benefits. Also in 2019, voice-activated assistants such as Amazon's Alexa and Cisco's Spark Assistant will find their way into more corporate offices and conference rooms – becoming yet one more enterprise device encouraging the adoption of a unified endpoint management (UEM) strategy. "I do think 2019 will ring in a very disruptive era for personal devices," said Werner Goertz, a Gartner research director. "Virtual personal assistant speakers – these Alexa devices, these Amazon Echo devices – they've been rolled out into enterprises, into hospitality scenarios...and they're becoming manageable by IT professionals." A little more than a year ago, Amazon announced Alexa for Business "an intelligent assistant to simplify their interactions with the technology around them at work."

There are two reasons we say'please' and'thank you'. The first is pretty obvious. It gives the other person dignity. It implies that at some level, this engagement is voluntary. But of course, none of this is true when we're talking to Siri or Alexa. It helps us realize that we might be acting entitled.

It's not all robot delivery dogs, self-driving cars that let you snooze, or digital assistants that can tell you need to talk about your day. Although these real examples of artificial intelligence developments are simultaneously terrifying and exciting, they are more indicative of what is to come in three or four years – Volvo's 360c "bed on wheels" is just a concept for now while Huawei is still working on their emotional AI software. Fresh from a CES demo, Continental's robo-dogs are just about hot to trot, so to speak. But the best way to predict what people will be talking about in AI in 2019 is to take a look at what happened in 2018 and pay close attention to those end of year reports issued by industry, academia and special interest groups for their expert insights into the year ahead. While some areas continue to steadily grow – machine learning and deep learning – others will creep up on us, suddenly feeling as ubiquitous as the smartphone while steadily becoming capable of increasingly complex behaviours: the AI voice assistant.

Today, Apple is holding its Worldwide Developers Conference. So far, they have announced a host of updates. For example, during the presentation, the company noted that their watchOS 4 is going to include advanced AI and be far more personalized. Moving forward, Siri intelligence will automatically display information that is relevant to you on the face of the watch using advanced machine learning technologies that improve and "learn" over time. Ultimately, this means that the more you interact with the watch, the smarter it gets.

Instagram machine learning has grown a lot since we announced Feed ranking back in 2016. Our recommender system serves over 1 billion users on a regular basis. We also now use machine learning for more than just ranking Feed and Stories: we source and recommend posts from Hashtags you follow, blend in different types of content together, and power intelligent app prefetching. All of the different ways Instagram uses machine learning deserves its own post, but we want to discuss a few lessons we've learned along the way of building our ML pipeline. We made a few decisions for how we do modeling that have been beneficial to us either by improving our models' predictive power and providing top line improvements or by maintaining the accuracy and lowering our memory consumption.

Artificial intelligence has already made a huge difference in how brands interact with consumers and how marketing strategies are managed. In such a rapidly changing environment, it's difficult to predict what the future holds, but there are certainly some clues to what we might expect in the coming year. As we near the end of the year and look forward into 2019, here are some of the biggest AI-related digital marketing trends to look out for. We've already seen how chatbots can have all sorts of applications from dealing with basic customer service inquiries, to driving sales. Consumers have already become used to chatbots and feel comfortable talking to them, thanks to the growing popularity of virtual assistants like Siri and Alexa.

A link has been posted to your Facebook feed. LAS VEGAS--When we wrapped up the 2018 CES show last January, we said this: "The one story that overshadowed everything else was the rivalry between Amazon and Google to get their connected speaker technology into as many products as possible, from speakers, stoves, refrigerators and even a shower to respond to your wishes." So how did the show go this year? Funny, it was déjà vu. The LG Signature OLED TV is the first rollup television.