Whenever you are about to be oppressed, you have a right to resist oppression: whenever you conceive yourself to be oppressed, conceive yourself to have a right to make resistance, and act accordingly. In proportion as a law of any kind--any act of power, supreme or subordinate, legislative, administrative, or judicial, is unpleasant to a man, especially if, in consideration of such its unpleasantness, his opinion is, that such act of power ought not to have been exercised, he of course looks upon it as oppression: as often as anything of this sort happens to a man--as often as anything happens to a man to inflame his passions,--this article, for fear his passions should not be sufficiently inflamed of themselves, sets itself to work to blow the flame, and urges him to resistance. Submit not to any decree or other act of power, of the justice of which you are not yourself perfectly convinced. If a constable call upon you to serve in the militia, shoot the constable and not the enemy;--if the commander of a press-gang trouble you, push him into the sea--if a bailiff, throw him out of the window. If a judge sentence you to be imprisoned or put to death, have a dagger ready, and take a stroke first at the judge.

Photo by Kamal Kishore NEW DELHI: The government is expected to provide incentives for use of frontier technologies like artificial intelligence and robotics in the new industrial policy that is likely to be unveiled soon, sources said. Besides, the industries would also be encouraged to adopt green technologies to promote cleaner environment. The proposed policy, the draft of which has been released by the commerce and industry ministry for consultation with various stakeholders, will completely revamp the Industrial Policy of 1991. The world is talking about industrial revolution 4.0 that includes artificial intelligence, robotics, deep learning and Internet of Things and incentives and there is a need to promote adoption of these modern technologies, which are capital intensive, according to government sources. "The ministry is holding consultation with states also on the new policy to see their best practices. It will be released soon," they added.

Artificial intelligence, as its name states can "learn" on its own based on human input and results. There is variation in human behavior, thus variation in results based on conditions. Machine learning simply takes the linear logic of AI and can recognize patterns in massive amounts of data at high speeds. Reaction times to events, in this case, a security threat, are faster than a human's but with human-machine teaming, the volume of data that needs to be analyzed for security threats can be done timely and with more effectiveness.

In July, China unveiled a plan to become the world leader in artificial intelligence and create an industry worth $150 billion to its economy by 2030. To technologists working on AI in the United States, the statement, which was 28 pages long in its English translation, was a direct challenge to America's lead in what is considered to be the most important tech research to come along in decades. It outlined the Chinese government's aggressive plan to treat AI like the country's own version of the Apollo 11 lunar mission - an all-in effort that could stoke national pride and spark agenda-setting technology breakthroughs.

In July, China unveiled a plan to become the world leader in artificial intelligence and create an industry worth $150 billion to its economy by 2030. To technologists working on AI in the United States, the statement, which was 28 pages long in its English translation, was a direct challenge to America's lead in what is considered to be the most important tech research to come along in decades. It outlined the Chinese government's aggressive plan to treat AI like the country's own version of the Apollo 11 lunar mission - an all-in effort that could stoke national pride and spark agenda-setting technology breakthroughs....

The problem of detecting bots, automated social media accounts governed by software but disguising as human users, has strong implications. For example, bots have been used to sway political elections by distorting online discourse, to manipulate the stock market, or to push anti-vaccine conspiracy theories that caused health epidemics. Most techniques proposed to date detect bots at the account level, by processing large amount of social media posts, and leveraging information from network structure, temporal dynamics, sentiment analysis, etc. In this paper, we propose a deep neural network based on contextual long short-term memory (LSTM) architecture that exploits both content and metadata to detect bots at the tweet level: contextual features are extracted from user metadata and fed as auxiliary input to LSTM deep nets processing the tweet text. Another contribution that we make is proposing a technique based on synthetic minority oversampling to generate a large labeled dataset, suitable for deep nets training, from a minimal amount of labeled data (roughly 3,000 examples of sophisticated Twitter bots). We demonstrate that, from just one single tweet, our architecture can achieve high classification accuracy (AUC > 96%) in separating bots from humans. We apply the same architecture to account-level bot detection, achieving nearly perfect classification accuracy (AUC > 99%). Our system outperforms previous state of the art while leveraging a small and interpretable set of features yet requiring minimal training data.

New Delhi, Feb 17 (PTI) Automation, artificial intelligence and micro-innovation are the three megatrends that will sweep the world beyond 2020 and workplaces need to be prepared to overcome "disruptions" from machine learning, Union minister Satya Pal Singh said. Addressing a gathering here at the 11th Higher Education Summit hosted by ASSOCHAM here, he also said it was "high time", institutions put students through entrepreneurship programmes. "Beyond 2020, three megatrends will sweep the world �?? automation, artificial intelligence and micro innovation. These will have a massive impact on workplaces, and how best we educate and equip people, with appropriate skills since medium and high-skilled jobs will remain in demand," Singh was quoted as saying in a statement by the umbrella business body. "Therefore, workplaces need to be best prepared to overcome disruptions from machine learning," the Minister of State for HRD said.

In this video, Information Technology Subcommittee Chairman Will Hurd begins a three-part hearing on Artificial Intelligence. The IT Subcommittee will identify and define criteria to guide government understanding and adoption of AI. Over the next three months, the IT Subcommittee will hear from industry professionals as well as government stakeholders with the goal of working together to keep the United States the world leader in artificial intelligence technology," said Chairman Hurd. "We thank IT Subcommittee Chairman Will Hurd for holding this important series of hearings. Artificial intelligence technology is rapidly developing, and it is critical that we ensure our workforce and government are poised to take advantage of the significant benefits that it will bring.

True to form, artificial intelligence continues to equal and even surpass doctors in the prediction and diagnosis of condition after condition. Most of this work, however, has occurred in carefully controlled laboratory experiments, with clean databases and images acquired and reviewed by experts. Now, companies are making a concerted push to bring AI into real healthcare settings, where things are messier and far less controlled. Last year, the U.S. Food and Drug Administration (FDA) approved the first machine learning application for healthcare: The Arterys Cardio DL. It uses a deep learning algorithm to analyze MRI images of the heart.

In the wake of the Valentine's Day shooting at a Broward County, Florida high school, a familiar trope has reemerged: Often, when a young man is the shooter, people try to blame the tragedy on violent video games and other forms of media. Florida lawmaker Jared Moskowitz made the connection the day after the shooting, saying the gunman "was prepared to pick off students like it's a video game." In January, after two students were killed and many others wounded by a 15-year-old shooter in Benton, Kentucky, the state's governor criticized popular culture, telling reporters, "We can't celebrate death in video games, celebrate death in TV shows, celebrate death in movies, celebrate death in musical lyrics and remove any sense of morality and sense of higher authority and then expect that things like this are not going to happen." But, speaking as a researcher who has studied violent video games for almost 15 years, I can state that there is no evidence to support these claims that violent media and real-world violence are connected. As far back as 2011, the U.S. Supreme Court ruled that research did not find a clear connection between violent video games and aggressive behavior. Criminologists who study mass shootings specifically refer to those sorts of connections as a "myth."