It is no surprise that data analytics and machine learning are fast becoming key components of every innovative company's toolkit, given the massive increase in the amount of data that companies are generating. Because of the sheer volume and complexity of data being created, it is often beyond human capacity to find relevant trends or insights within what has been tagged as'Big Data'. Notably, one of the big differences between machine learning and computer-assisted analysis (where humans are involved) is that the recent breakthroughs in machine learning enable computers to teach themselves how to solve problems. So previously, when humans were directing computers, they were limited to very direct questions and answers (for example, "what is my top selling item?") and required the person using the machine to dictate which method to use to the solve the problem. Now, machine learning enables computers to find answers in ways that are unguided by human intervention.

Artificial intelligence (AI) assistants, like Apple's Siri and Microsoft's Cortana, can help internet users with a variety of activities, especially when they're on the go. According to June 2016 research, nearly two-thirds of AI users in the US use these personal assistants to answer general questions. San Francisco, CA–based AYTM Market Research surveyed 1,000 US internet users about their dealings with an AI assistant. Overall, 58% had never used one, while about a quarter used AI assistants on at least a monthly basis. According to the survey, the majority (64.5%) of AI users said they used AI assistants to ask general questions, followed by getting directions while driving (39.7%) and making calls (25.2%). Other research confirms, though, that few mobile phone owners in the US actually use a voice-controlled personal assistant regularly.

WASHINGTON – Congress passed an aviation bill Wednesday that attempts to close gaps in airport security and shorten screening lines, but leaves thornier issues unresolved. The bill also extends the Federal Aviation Administration's programs for 14 months at current funding levels. It was approved in the Senate by a vote of 89 to 4. The House had passed the measure earlier in the week and it now goes to President Barack Obama, who must sign the bill by Friday when the FAA's current operating authority expires to avoid a partial agency shutdown. Responding to attacks by violent extremists associated with the Islamic State group on airports in Brussels and Istanbul, the bill includes an array of provisions aimed at protecting "soft targets" outside security perimeters. Other provisions designed to address potential "insider threats" would toughen vetting of airport workers and other employees with access to secure areas, expand random employee inspections and require reviews of perimeter security.

FILE - In this Thursday, July 7, 2016 file photo, Dallas police respond after shots were fired during a protest over recent fatal shootings by police in Louisiana and Minnesota, in Dallas. Police in Dallas were the first in the nation to use a robot to deliver and detonate a bomb to kill a suspect, but other law enforcement agencies are willing and able to follow suit, including some that even have trained for the day when they'd have to do so. The killing of Micah Johnson using a robot-delivered bomb ended a night of terror in which he shot 14 officers, killing five of them, and also wounded two civilians.

Dallas police respond after shots were fired during a protest over recent fatal shootings by police in Louisiana and Minnesota, Thursday, July 7, 2016, in Dallas. Snipers opened fire on police officers during protests; several officers were killed, police said. Dallas police respond after shots were fired during a protest over recent fatal shootings by police in Louisiana and Minnesota, Thursday, July 7, 2016, in Dallas. Snipers opened fire on police officers during protests; several officers were killed, police said. CHICAGO (AP) -- Police in Dallas were the first in the nation to use a robot to deliver and detonate a bomb to kill a suspect, but other law enforcement agencies are willing and able to follow suit, including some that even have trained for the day when they'd have to do so.

Newspapers and politicians around the world have been reacting to Boris Johnson's appointment as UK foreign secretary. Many were surprised, citing his history of faux pas including insulting the president of Turkey and commenting on the US president's ancestry. Here we take a look at the response in countries where Mr Johnson will now represent the UK. The Washington Post publishes a round-up of "undiplomatic" things Mr Johnson has said during his time in public life. Washington Post writer Ishaan Tharoor also writes that Mr Johnson "has controversially bucked the Western trend and praised Syrian President Bashar al-Assad for battling the Islamic State, no matter its parallel campaign of violence on Syria's civilian population".

Chat bots have ballooned in popularity in recent months, and now we're seeing some interesting examples of how that technology, where computers interact and respond to human requests, is being used to solve other problems. Today, Zendesk is taking the wraps off "Automatic Answers", a service for businesses to reply to emails from customers without ever having a human employee get involved. Automatic Answers is not your average, run-of-the mill email autoresponder. The service was built using a machine learning platform that Zendesk's in-house teams of data scientists and engineers, which are based out of Melbourne, Australia, have been developing on for a while now. That machine learning platform was first announced last year and it also powers a service Zendesk announced last October, Satisfaction Prediction, which is able to monitor customer-company interactions to -- as its name implies -- determine whether the customer is getting what she or he needs. The machine learning/AI element means that the responses in Automatic Answers are not only reading and responding specifically to what you the customer is asking, but it is technically getting smarter with each response (and presumably using a bit of Satisfaction Prediction to figure out if it's getting it right).

More than 50% of enterprise IT organizations are experimenting with Artificial Intelligence (AI) in various forms such as Machine Learning, Deep Learning, Computer Vision, Image Recognition, Voice Recognition, Artificial Neural Networks, and more. AI is not a single technology but a convergence of various technologies, statistical models, algorithms, and approaches. Machine Learning is a sub-field of computer science that evolved from the study of pattern recognition and computational learning theory in AI. Companies covered in the Artificial Intelligence and Machine Learning Market report are: Amazon, AOL, Apple, Augury Systems, Baidu, C-B4, Comfy, Facebook, FocusMotion, Glassbeam, Google, H2O.ai, IBM, Imagimob, Inbenta, Intel, Maana, Microsoft, mnubo, MoBagel, Moov, Neura, NVIDIA, OpenAI, PointGrab, Salesforce, Sentenai, Sentrian, Skype, SparkCognition, Tachyus, Tellmeplus, Tesla, Twitter, Veros Systems, x.ai, and Yahoo. Every large corporation collects and maintains a huge amount of human-oriented data associated with its customers including their preferences, purchases, habits, and other personal information.

Skoolbot has been chosen winner of the first-ever international botathon, organized by VentureBeat. The bot, which helps students using Google Classroom monitor grades, homework, and communication, was made by Liam McKinley of Great Falls, Virginia. McKinley was not physically onstage, but did join a crowd of more than 150 in San Francisco through a roving video robot. Other members of Team Skoolbot include family friend Miko Borys and father John. Hugh Cameron of Melbourne, creator of a bot that quickly responds to emails, won the popular vote.

TrueCare24 is pleased to unveil Baymax, an artificial intelligence messenger bot that quickly arranges medical services for users. According to Leo Popov, "We all struggle with balancing our busy lives and the things that matter the most: family, friends, and professional passions, and wasted time is especially frustrating. When you or a family member get sick, you've got to go through the hurdles of traditional healthcare, and it's just not practical for working professionals who also have families. Baymax is a personal healthcare companion that saves users precious time and money. It chooses and arranges a doctor's appointment that fits your schedule and budget. Baymax is superbly convenient for the '140 characters' lifestyle of today."