Artificial intelligence jobs on the rise, along with everything else AI – ZDNet

AI jobs are on the upswing, as are the capabilities of AI systems. The speed of deployments has also increased exponentially. It's now possible to train an image-processing algorithm in about a minute -- something that took hours just a couple of years ago.

These are among the key metrics of AI tracked in the latest release of theAI Index, an annual data update from Stanford University'sHuman-Centered Artificial Intelligence Institutepublished in partnership with McKinsey Global Institute. The index tracks AI growth across a range of metrics, from papers published to patents granted to employment numbers.

Here are some key measures extracted from the 290-page index:

AI conference attendance: One important metric is conference attendance, for starters. That's way up. Attendance at AI conferences continues to increase significantly. In 2019, the largest, NeurIPS, expects 13,500 attendees, up 41% over 2018 and over 800% relative to 2012. Even conferences such as AAAI and CVPR are seeing annual attendance growth around 30%.

AI jobs: Another key metric is the amount of AI-related jobs opening up. This is also on the upswing, the index shows. Looking at Indeed postings between 2015 and October 2019, the share of AI jobs in the US increased five-fold since 2010, with the fraction of total jobs rising from 0.26% of total jobs posted to 1.32% in October 2019. While this is still a small fraction of total jobs, it's worth mentioning that these are only technology-related positions working directly in AI development, and there are likely an increasingly large share of jobs being enhanced or re-ordered by AI.

Among AI technology positions, the leading category being job postings mentioning "machine learning" (58% of AI jobs), followed by artificial intelligence (24%), deep learning (9%), and natural language processing (8%). Deep learning is the fastest growing job category, growing 12-fold between 2015 and 2018. Artificial Intelligence grew by five-fold, machine learning grew by five-fold, machine learning by four-fold, and natural language processing two-fold.

Compute capacity: Moore's Law has gone into hyperdrive, the AI Index shows, with substantial progress in ramping up the computing capacity required to run AI, the index shows. Prior to 2012, AI results closely tracked Moore's Law, with compute doubling every two years. Post-2012, compute has been doubling every 3.4 months -- a mind-boggling net increase of 300,000x. By contrast, the typical two-year doubling period that characterized Moore's law previously would only yield a 7x increase, the index's authors point out.

Training time: The among of time it takes to train AI algorithms has accelerated dramatically -- it now can happen in almost 1/180th of the time it took just two years ago to train a large image classification system on a cloud infrastructure. Two years ago, it took three hours to train such a system, but by July 2019, that time shrunk to 88 seconds.

Commercial machine translation: One indicator of where AI hits the ground running is machine translation -- for example, English to Chinese. The number of commercially available systems with pre-trained models and public APIs has grown rapidly, the index notes, from eight in 2017 to over 24 in 2019. Increasingly, machine-translation systems provide a full range of customization options: pre-trained generic models, automatic domain adaptation to build models and better engines with their own data, and custom terminology support."

Computer vision: Another benchmark is accuracy of image recognition. The index tracked reporting through ImageNet, a public dataset of more than 14 million images created to address the issue of scarcity of training data in the field of computer vision. In the latest reporting, the accuracy of image recognition by systems has reached about 85%, up from about 62% in 2013.

Natural language processing: AI systems keep getting smarter, to the point they are surpassing low-level human responsiveness through natural language processing. As a result, there are also stronger standards for benchmarking AI implementations. GLUE, the General Language Understanding Evaluation benchmark, was only released in May 2018, intended to measure AI performance for text-processing capabilities. The threshold for submitted systems crossing non-expert human performance was crossed in June, 2019, the index notes. In fact, the performance of AI systems has been so dramatic that industry leaders had to release a higher-level benchmark, SuperGLUE, "so they could test performance after some systems surpassed human performance on GLUE."

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Artificial intelligence jobs on the rise, along with everything else AI - ZDNet

Chanukah and the Battle of Artificial Intelligence – The Ultimate Victory of the Human Being – Chabad.org

Chanukah is generally presented as a commemoration of a landmark victory for religious freedom and human liberty in ancient times. Big mistake. Chanukahs greatest triumph is still to comethe victory of the human soul over artificial intelligence.

Jewish holidays are far more than memories of things that happened in the distant pastthey are live events taking place right now, in the ever-present. As we recite on Chanukahs parallel celebration, Purim, These days will be remembered and done in every generation. The Arizal explains: When they are remembered, they reenact themselves.

And indeed, the battle of the Maccabees is an ongoing battle, oneThe battle of the Maccabees is an ongoing battle embedded deep within the fabric of our society. embedded deep within the fabric of our society, one that requires constant vigilance lest it sweep away the foundations of human liberty. It is the struggle between the limitations of the mind and the infinite expanse that lies beyond the minds restrictive boxes, between perception and truth, between the apparent and the transcendental, between reason and revelation, between the mundane and the divine.

Today, as AI development rapidly accelerates, we may be participants in yet a deeper formalization of society, the struggle between man and machine.

Let me explain what I mean by the formalization of society. Formalization is something the manager within us embraces, and something the incendiary, creative spark within that manager defies. Its why many bright kids dont do well in school, why our most brilliant, original minds are often pushed aside for promotions while the survivors who follow the book climb high, why ingenuity is lost in big corporations, and why so many of us are debilitated by migraines. Its also a force that bars anything transcendental or divine from public dialogue.

Formalization is the strangulation of life by reduction to standard formulas. ScientistsFormalization is the strangulation of life by reduction to standard formulas. reduce all change to calculus, sociologists reduce human behavior to statistics, AI technologists reduce intelligence to algorithms. Thats all very usefulbut it is no longer reality. Reality is not reducible, because the only true model of reality is reality itself. And what else is reality but the divine, mysterious and wondrous space in which humans live?

Formalization denies that truth. To reduce is useful, to formalize is to kill.

Formalization happens in a mechanized society because automation demands that we state explicitly the rules by which we work and then set them in silicon. It reduces thought to executable algorithms; behaviors to procedures, ideas to formulas. Thats fantastic because it potentially liberates us warm, living human beings from repetitive tasks that can be performed by cold, lifeless mechanisms so we may spend more time on those activities that no algorithm or formula could perform.

Potentially. The default, however, without deliberate intervention, is the edifice complex.

The edifice complex is what takes place when we create a device, institution or any other formal structurean edificeto more efficiently execute some mandate. That edifice then develops a mandate of its ownthe mandate to preserve itself by the most expedient means. And then, just as in the complex it sounds like, The Edifice Inc., with its new mandate, turns around and suffocates to deathThe Edifice Inc., with its new mandate, turns around and suffocates to death the original mandate for which it was created. the original mandate for which it was created.

Think of public education. Think of many of our religious institutions and much of our government policy. But also think of the general direction that industrialization and mechanization has led us since the Industrial Revolution took off 200 years ago.

Its an ironic formula. Ever since Adam named the animals and harnessed fire, humans have built tools and machines to empower themselves, to increase their dominion over their environment. And, yes, in many ways we have managed to increase the quality of our lives. But in many other ways, we have enslaved ourselves to our own servantsto the formalities of those machines, factories, assembly lines, cost projections, policies, etc. We have coerced ourselves into ignoring the natural rhythms of human life, the natural bonds and covenants of human community, the spectrum of variation across human character and our natural tolerance to that wide deviance, all to conform to those tight formalities our own machinery demands in the name of efficacy.

In his personal notes in the summer of 1944, having barely escaped from occupied France, the Rebbe, Rabbi Menachem M. Schneerson of righteous memory, described a world torn by a war between two ideologiesbetween those for whom the individual was nothing more than a cog in the machinery of the state, and those who understood that there can be no benefit to the state by trampling the rights of any individual. The second ideologythat held by the western Alliesis, the Rebbe noted, a Torah one: If the enemy says, give us one of you, or we will kill you all! declared the sages of the Talmud, Not one soul shall be deliberately surrendered to its death.

Basically, the life of the individual is equal to the whole. Go make an algorithm from that. The math doesntThe life of the individual is equal to the whole. Go make an algorithm from that. The math doesnt work. work. Try to generalize it. You cant. It will generate what logicians call a deductive explosion. Yet it summarizes a truth essential to the sustainability of human life on this planetas that world war demonstrated with nightmarish poignance.

That war continued into the Cold War. It presses on today with the rising economic dominance of the Communist Party of China.

In the world of consumer technology, total dominance of The Big Machine was averted when a small group of individuals pressed forward against the tide by advancing the human-centered digital technology we now take for granted. But yet another round is coming, and it rides on the seductive belief that AI can do its best job by adding yet another layer of formalization to all societys tasks.

Dont believe that for a minute. The telos of technology is to enhance human life, not to restrict it; to provide human beings with tools and devices, not to render them as such.

Technologys ultimate purpose will come in a time of which Maimonides writes, when the occupation of the entire world will be only to know the divine. AI can certainly assist us in attaining that era and living itas long as we remain its masters and do not surrender our dignity as human beings. And that is the next great battle of humanity.

To win this battle, we need once again only a small army, but an army armed with more than vision. They must be people with faith. Faith in the divine spark within the human being. For that is what underpins the security of the modern world.

Pundits will tell you that our modern world is secular. Dont believe them. They will tell you that religion is not taught in American public schools. Its a lie. Western society is sustained on the basis of a foundational, religious belief: that all human beings are equal. Thats a statement withAll human beings are equal. Thats a statement of faith. no empirical or rational support. Because it is neither. It is a statement of faith. Subliminally, it means: The value of a single human life cannot be measured.

In other words, every human life is divine.

No, we dont say those words; there is no class in school discussing our divine image. Yet it is a tacit, unspoken belief. Western society is a church without walls, a religion whose dogmas are never spoken, yet guarded jealously, mostly by those who understand them the least. Pull out that belief from between the bricks and the entire edifice collapses to the ground.

It is also a ubiquitous theme in Jewish practice. As Ive written elsewhere, leading a Jewish way of life in the modern era is an outright rebellion against the materialist reductionism of a formalized society.

We liberate ourselves from interaction with our machines once a week, on Shabbat, and rise to an entirely human world of thought, prayer, meditation, learning, songs, and good company. We insist on making every instance of food consumption into a spiritual, even mystical event, by eating kosherWe liberate ourselves from interaction with our machines once a week. and saying blessings before and after. We celebrate and empower the individual through our insistence that every Jew must study and enter the discussion of the hows and whys of Jewish practice. And on Chanukah, we insist that every Jew must create light and increase that light each day; that none of us can rely on any grand institution to do so in our proxy.

Because each of us is an entire world, as our sages state in the Mishnah, Every person must say, On my account, the world was created.

This is what the battle of Chanukah is telling us. The flame of the menorah, that is the human soul The human soul is a candle of Gd. The war-machine of Antiochus upon elephants with heavy armorthat is the rule of formalization and expedience coming to suffocate the flame. The Maccabee rebels are a small group of visionaries, those who believe there is more to heaven and earth than all science and technology can contain, more to the human soul than any algorithm can grind out, more to life than efficacy.

How starkly poignant it is indeed that practicing, religious Jews were by far the most recalcitrant group in the Hellenist world of the Greeks and Romans.

Artificial intelligence can be a powerful tool for good, but only when wielded by those who embrace a reality beyond reason. And it is that transcendence that Torah preserves within us. Perhaps all of Torah and its mitzvahs were given for this, the final battle of humankind.

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Chanukah and the Battle of Artificial Intelligence - The Ultimate Victory of the Human Being - Chabad.org

Military Applications of Artificial Intelligence – Ethics Project Now Funded – Peace Research Institute Oslo (PRIO)

How canthe moral integrity and agency of military personnel be preserved and enhanced when artificial intelligence is implemented in practices of war?

Congratulations to Greg Reichberg on funding from the SAMKUL callof the Research Council of Norway for a four-yearproject with th title: Warring with Machines:Military Applications of Artificial Intelligence and the Relevance of Virtue Ethics. The PRIO team also consists of Henrik Syse and Mareile Kaufmann, and in addition a full-time PhD position.

Artificial intelligence plays an ever-expanding role in the context of war. This project aims to determine how the moral integrity and agency of military personnel may be preserved and enhanced when artificial intelligence is implemented in practices of war.

The project will pursue this goal from the perspective of virtue ethics, philosophy of action and mind, and applied military ethics, in close dialogue with institutional stakeholders as well as technologists and representatives from cognitive neuroscience. Its three main research questions are as follows:

The project is built up around a unique institutional collaboration between leading national and international research institutions within the fields of military ethics, the philosophy of mind, and artificial intelligence research, as well as key military training institutions and technology manufacturers.

In addition to the PRIO team, the project will have the following externalmembers:

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Military Applications of Artificial Intelligence - Ethics Project Now Funded - Peace Research Institute Oslo (PRIO)

Ume University: Master all areas of Artificial Intelligence – Study International News

Artificial intelligence (AI) is transforming work and life as we know it, already boosting workplace efficiency and leading to noticeable improvements to the quality of for instance healthcare, lowering costs while giving clinicians time to work with their patients more closely, and with more insight. This was made clear in arecent MIT Technology Review Insights surveyproduced in partnership with GE Healthcare, where more than 82 percent of healthcare business leaders said their AI deployments were showing positive results across operational and administrative activities,.

When analysing the impact AI would have on the global education sector, founders of theInstitute for Ethical AI in Education (IEAIED) said there wasno need to fear the technology. Rather than replace the human element in education, AI would augment teaching and learning, they said.

There are highly beneficial applications of machine learning inside the area of education. Artificial Intelligence may enable personalised learning, especially important for students with specialized needs and challenges. Awell-designed AI can be used to identify learners particular needs so that everyone especially the most vulnerable can receive targeted support.

With global education and healthcare being just two of many sectors that AI has advanced so far, and withhundreds more AI technology developmentson the horizon, such as autonomous vehicles, manufacturing and financial services to add to the list, the need for expertise in the field appears limitless!

Firmly supporting this need and accepting this challenge is theFaculty of Science and TechnologyatUme University, Sweden.

Currently open forautumn 2020 intake, their newMasters in Artificial Intelligenceis a postgraduate programme that enables you to develop broad and core competence in AI and equips you with the digital tools necessary for future career success.

Youll also experience a combination of lectures, seminars, group work, and tutorials in conjunction with different types of assignments and laboratory work to advance your AI education in a multidisciplinary manner.

It is of critical importance to study in a more multidisciplinary manner, where humanities and social sciences are combined with science and technology. AI can no longer be seen as a purely technical or computer science discipline. It is per definition interdisciplinary, says Ume Department of Computing Science Professor, Virginia Dignum.

One of the first professors recruited to Sweden as part of the Wallenberg AI, Autonomous Systems and Software Program (WASP) initiative and actively involved in several international initiatives on policy and strategy guidelines for AI research and applications, such as theEuropean Commission High Level Expert Group on Artificial Intelligence (AI HLEG), Dignum is one of the AI experts at Ume who are driving research and graduate success forward.

My position at Ume University makes it possible for me to look at societal, ethical and cultural consequences of AI. I will for instance be studying methods and tools to ensure that AI systems are formed not to violate human values and ethical principles, says Dignum, who also leads the research group Social and Ethical Artificial Intelligence at the Faculty.

Another integral member at the Faculty is Senior Lecturer Helena Lindgren.

Understanding the urgency of AI integration, Lindgren believes that the university needs to be driven to produce research that develops, educates and enhances the capabilities of AI in society, both in terms of system development and implementation.

One of the objectives at Ume is to raise societys AI competence, such as through continuing education and professional development of currently employed persons. Its very important for Sweden as a nation, as well as its companies and organisations, to be able to take the next step in digital development, says Lindgren.

Lindgren and Dignum reflect the high caliber of the 30-strong researchers at Ume University that are engaged in the development of AI in different areas.

To study here is to be under their expert guidance as you undertake courses that relate to human-AI interaction and complete student projects conducted in collaboration with an organisation addressing societal challenges.

In these projects, students are expected to collaborate in interdisciplinary teams and with representatives from industry and public organisations, adding a practical twist to the 2020 course.

In this English-taught Masters, you are also expected to take full responsibility for organising your tasks so that deadlines are met and collaborative work within student projects are manageable within office hours.

Despite being a new course, AI is not a new focus for Ume.

In the 1970s, Ume Professor Lars-Erik Janlert focused on Knowledge Representation, and in the early 1980s he formed the Swedish AI Society together with other Swedish researchers.

Since then, Ume has expanded its outreach into a variety of research and education activities across different departments and faculties and is now one of seven universities that are part of the governmental initiative AI Competence for Sweden.

Ume University

Continuously building its research efforts through its strong interdisciplinary traditions and close collaborations with society, AI@UmU initiatives have also established an expanding network of researchers, teachers, students and professionals who want to learn, discuss and collaborate around AI-related issues via seminars, panel discussions and courses.

Always welcome to discuss the latest tech revelations and AI advancements with their professors and visiting professionals, Ume students are motivated to unearth AI research angles of their own.

From day one of the new Masters programme, theyll deepen their insight into this exciting field and take their knowledge of AIs theoretical foundations, intelligent robotics, machine learning and data science further.

So, if youre ready to master all areas of AI and want to start your postgraduate study venture in Sweden, click here to find out about the application and eligibility process.

Follow Ume University on Facebook, Instagram, Twitter and YouTube.

Ume University: Preparing students for life after graduation

Ume University: Advancing Science through 5 strong research environments

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Innovations in Artificial Intelligence, Cloud, Blockchain, and Analytics, 2019: Advances in AI, Blockchain, and Business Intelligence -…

DUBLIN--(BUSINESS WIRE)--The "Innovations in Artificial Intelligence, Cloud, Blockchain, and Analytics" report has been added to ResearchAndMarkets.com's offering.

This edition of IT, Computing and Communications (ITCC) TechVision Opportunity Engine (TOE) provides a snapshot of the emerging ICT led innovations in artificial intelligence, machine learning, cloud, and analytics. This issue focuses on the application of information and communication technologies in alleviating the challenges faced across industry sectors in areas such as banking, oil & gas, healthcare, life sciences, and industrial sectors.

ITCC TOE's mission is to investigate emerging wireless communication and computing technology areas including 3G, 4G, Wi-Fi, Bluetooth, Big Data, cloud computing, augmented reality, virtual reality, artificial intelligence, virtualization and the Internet of Things and their new applications; unearth new products and service offerings; highlight trends in the wireless networking, data management and computing spaces; provide updates on technology funding; evaluate intellectual property; follow technology transfer and solution deployment/integration; track development of standards and software; and report on legislative and policy issues and many more.

Innovations in ICT have deeply permeated various applications and markets. These innovations have profound impact on a range of business functions for computing, communications, business intelligence, data processing, information security, workflow automation, quality of service (QoS) measurements, simulations, customer relationship management, knowledge management functions and many more.

Key Topics Covered:

Companies Mentioned

For more information about this report visit https://www.researchandmarkets.com/r/x8spy9

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Innovations in Artificial Intelligence, Cloud, Blockchain, and Analytics, 2019: Advances in AI, Blockchain, and Business Intelligence -...

Edward Snowden Is Crushing Twitter (2019-12-22) – Global Real News

Hola! Today we did a major analysis of Edward Snowdens Twitter activity. Lets dive in. First, the simple stuff: as of 2019-12-22, Edward Snowden (@Snowden) has 4192483 Twitter followers, is following 1 people, has tweeted 4574 times, has liked 443 tweets, has uploaded 375 photos and videos and has been on Twitter since December 2014.

Going from the top of the page to the bottom, their latest tweet, at the time of writing, has 19 replies, 237 retweets and 388 likes, their second latest tweet has 18 replies, 317 reweets and 689 likes, their third latest tweet has 8 replies, 185 retweets and 323 likes, their fourth latest tweet has 147 replies, 1,646 retweets and 2,542 likes and their fifth latest tweet has 7 replies, 19 retweets and 497 likes. That gives you an idea of how much activity they usually get.

MOST POPULAR:

Going through Edward Snowdens last couple-dozen tweets (including retweets, BTW), the one we consider the most popular, having incited a huge 2169 direct replies at the time of writing, is this:

That seems to have caused quite a bit of interest, having also had 35572 retweets and 178056 likes.

LEAST POPULAR:

What about Edward Snowdens least popular tweet in the recent past (including stuff they retweeted)? We have concluded that its this one:

That only had 7 direct replies, 19 retweets and 497 likes.

THE VERDICT:

We did a lot of of research into Edward Snowdens Twitter activity, looking through what people were saying in response to them, their likes/retweet numbers compared to what they were before, the amount of positive/negative responses and so on. We wont go into that any more, so our conclusion is this: we believe the online sentiment for Edward Snowden on Twitter right now is terrific, and the vast majority of people seem to like them.

Thats it for now. Thanks for coming, and leave a comment if you agree or disagree with me. Just make sure to keep it civil.

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Edward Snowden Is Crushing Twitter (2019-12-22) - Global Real News

Lightning Fill In In The Blank – Valley Public Radio

PETER SAGAL, HOST:

Now onto our final game, Lightning Fill in the Blank. Each of our players will have 60 seconds in which to answer as many fill-in-the-blank questions as they can. Each correct answer is worth two points. Bill, can you give us the scores?

BILL KURTIS: Mo and Adam each have three. Roxanne has two.

SAGAL: OK. All right, Roxanne, you're in third place. You're up first. The clock will start when I begin your first question. Fill in the blank. On Tuesday, the House approved a $1.4 trillion spending bill aimed at preventing a blank.

ROXANNE ROBERTS: Shutdown.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: As pro-democracy protests continue, the leader of blank met with Xi Jingping to discuss possible solutions.

ROBERTS: In the - Hong Kong - protests.

SAGAL: Yes, leader of Hong Kong.

(SOUNDBITE OF BELL)

SAGAL: This week, a judge in New York threw out fraud charges against former Trump campaign chairman blank.

ROBERTS: Paul Manafort.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: Following an uproar on social media, the blank channel will reinstate a commercial they pulled that features a same-sex marriage.

ROBERTS: The Hallmark Channel.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: A woman is suing the Stumble Inn bar in New York City after she blanked.

ROBERTS: She stumbled in and hurt herself.

SAGAL: Yes, she did.

(SOUNDBITE OF BELL)

SAGAL: On Wednesday, rideshare service blank reached a $4.4 million settlement over sexual harassment allegations.

ROBERTS: That's Uber.

SAGAL: Yes.

(SOUNDBITE OF BELL)

SAGAL: On Monday, New Orleans Saints quarterback blank set a new record for touchdown passes.

ROBERTS: Drew Brees - 540.

SAGAL: There you are.

(SOUNDBITE OF BELL)

SAGAL: After a woman in Brazil failed her driver's test too many times...

(SOUNDBITE OF GONG)

SAGAL: ...Her son blanked.

ROBERTS: Her son dressed up as her and took it for her.

SAGAL: That's exactly right, Roxanne.

(CHEERING, APPLAUSE)

MO ROCCA: Stuck the landing.

SAGAL: Tired of his mom not having a license, the man put on a wig, a floral dress and some lipstick and went to the DMV to take the test for her. Unfortunately, he was arrested after officers grew suspicious after the old woman successfully parallel parked and then wouldn't stop dabbing.

(LAUGHTER)

SAGAL: The man is currently in jail awaiting bail. Sadly, he'll be there for his while because his mom can't drive.

(LAUGHTER)

SAGAL: Bill, how did Roxanne do?

KURTIS: She got eight right - 16 more points.

(CHEERING, APPLAUSE)

KURTIS: Total of 18.

SAGAL: There you go.

KURTIS: And the lead.

(APPLAUSE)

SAGAL: We have flipped a coin. Mo has elected to go second. Here we go. In a bipartisan vote, the House passed a trade bill meant to replace blank on Thursday.

ROCCA: NAFTA.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: This week, a federal judge ruled the government was entitled to any proceeds from NSA whistleblower blank's new memoir.

ROCCA: Edward Snowden.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: In his first speech to Parliament since a landslide election victory last week, British Prime Minister blank promised to follow through on a speedy Brexit.

ROCCA: Boris Johnson.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: Though initial reports blamed Tesla for the fire that started at one of their car charging stations, security cam footage showed that blank was actually responsible.

ROCCA: A gassy driver. I don't know.

(LAUGHTER)

SAGAL: Well, it was a guy in a Mustang doing doughnuts around the charger. For the first time in 35 years, Eddie Murphy will blank on Saturday night.

ROCCA: Host.

SAGAL: Yes.

(SOUNDBITE OF BELL)

SAGAL: Host "Saturday Night Live." This week, NASA scientists said they expected to find proof of blank within the next decade.

ROCCA: Of life on another planet.

SAGAL: Yeah. Alien life.

(SOUNDBITE OF BELL)

SAGAL: This week, an Audi dealership in China...

(SOUNDBITE OF GONG)

SAGAL: ...Filed suit against a man after his kid blanked.

ROCCA: After his kid stole a car and started doing doughnuts.

SAGAL: No, after his kid drew on 10 cars with a rock.

ROCCA: Ouch.

SAGAL: The kid probably thought he was creating a work of art when he doodled the new cars with a rock. But that's not art. Art is when you duct tape a banana to a car.

(LAUGHTER)

SAGAL: The dealership is now suing the dad for damages. But the dad says he's mostly concerned with where he's going to get a magnet big enough to stick all 10 cars on the fridge. Bill, how did Mo do on our quiz?

KURTIS: Well, he got five right - 10 more points. He has a total of 13. We now go to Adam.

SAGAL: And how many does Adam need to win?

KURTIS: Eight, indeed. Eight to win.

SAGAL: Eight. Here you go, Adam. This is for the game. On Wednesday, a federal appeals court struck down the individual mandate, a key provision of blank.

ADAM BURKE: Obamacare.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: On Sunday, officials said the first phase of the new trade deal between the U.S. and blank was completed.

BURKE: China?

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: This week, Boeing announced it was suspending production of the grounded blank plane.

BURKE: 737 Max.

SAGAL: Right.

(SOUNDBITE OF BELL)

SAGAL: On Tuesday, a whistleblower claimed the blank church had potentially dodged taxes on billions of dollars in donations.

BURKE: The Mormon Church.

SAGAL: Right.

(SOUNDBITE OF BELL)

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Lightning Fill In In The Blank - Valley Public Radio

NSA has been lying to the courts all along, says whistleblower, as judges give warrantless surveillance the thumbs-up – RT

The National Security Agency can gather the data of US citizens without a warrant - as long as it gathers this data by mistake, a court has ruled. However, this suits the agency just fine, whistleblower William Binney told RT.

The NSA is permitted to gather data on US citizens abroad, or foreign connected Americans at home. The dragnet surveillance operation necessary to gather this information also sucks up data on millions of Americans with no foreign contacts, a process critics say is unconstitutional.

On Wednesday, the 2nd Court of Appeals in New York declared this incidental collection of information permissible. The NSA has maintained that it is incapable of separating properly and improperly gathered data, but former NSA Technical Director William Binney told RT that this is simply untrue.

Theyve been lying to the courts all along, Binney said. Theyve had the capability to sort that stuff out. Its just that they dont want to.

This gives them power over everyone, the ability to look into political opponents like they did with President Trump, he continued.

While the court ruling gives the NSA free rein to suck up data on Americans phone and internet communications, it did not authorize the US other intelligence and law enforcement agencies to dig through this data. However, according to a Foreign Intelligence Surveillance Act (FISA) court ruling issued last year, the FBI accessed this data trove some 3.1 million times in 2017.

Its agents did so without proper warrants, and on persons unrelated to ongoing criminal cases, as explicitly forbidden by the Foreign Intelligence Surveillance Act. In at least one case, the FBI illegally accessed the data of a suspect before seeking a warrant to spy on them legally.

Wednesdays court ruling concerned Agron Hasbajrami, a US permanent resident who was arrested en route to Turkey in 2011. The government claimed that Hasbajrami was travelling to Pakistan to join a terrorist organization. Hasbajrami claims that the government illegally accessed NSA data to build its case against him.

The court did not issue a ruling on this data access, instead punting the decision back down to a lower court to examine the Fourth Amendment implications.

Hasbajramis case is rare, in that he was informed that the evidence against him was collected by the NSA. Defendants are usually kept in the dark when clandestine agencies do the investigating.

The CIA, the FBI, the DEA and other law enforcement people have access to that data to search for common crime within the United States, Binney said. And they use it against US citizens in criminal courts without telling anyone in the court, or anyone else in the court, lawyers included.

So theyre fundamentally violating the rights of thousands of US citizens every year...without any oversight whatsoever.

The existence of the NSAs mass surveillance program was revealed in 2013 by former agency contractor Edward Snowden. Though the agency has reportedly ended its phone spying program, the espionage charges against Snowden remain in place, and Snowden himself remains in Moscow, where he has been granted asylum.

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NSA has been lying to the courts all along, says whistleblower, as judges give warrantless surveillance the thumbs-up - RT

The Community Reacts To Edward Snowden On Twitter (2019-12-21) – Global Real News

Hello! Today we did a full on analysis of Edward Snowdens Twitter activity. Lets get started. These are the main things: as of 2019-12-21, Edward Snowden (@Snowden) has 4189149 Twitter followers, is following 1 people, has tweeted 4565 times, has liked 442 tweets, has uploaded 373 photos and videos and has been on Twitter since December 2014.

Going from top to bottom, their latest tweet, at the time of writing, has 2,116 replies, 34,373 retweets and 174,269 likes, their second latest tweet has 212 replies, 3,459 reweets and 6,794 likes, their third latest tweet has 19 replies, 202 retweets and 440 likes, their fourth latest tweet has 6 replies, 300 retweets and 885 likes and their fifth latest tweet has 96 replies, 985 retweets and 1,414 likes. That gives you an idea of how much activity they usually get.

MOST POPULAR:

Going through Edward Snowdens last couple-dozen tweets (plus retweets), the one we consider the most popular, having let to a very nice 2116 direct replies at the time of writing, is this:

That happens to to have caused quite a bit of interest, having also had 34373 retweets and 174269 likes.

LEAST POPULAR:

Now what about Edward Snowdens least popular tweet in the recent past (again, including retweets)? We reckon its this one:

That only had 0 direct replies, 60 retweets and 98 likes.

THE VERDICT:

We did a lot of of research into Edward Snowdens Twitter activity, looking through what people were saying in response to them, their likes/retweet numbers compared to before, the amount of positive/negative responses and more. We wont go into that any more, so our verdict is this: we say the online sentiment for Edward Snowden on Twitter right now is terrific, and the vast majority of people seem to like them.

Well leave it there for today. Thanks for visiting, and drop a comment if you agree or disagree with me. Just make sure to keep it civil.

Originally posted here:
The Community Reacts To Edward Snowden On Twitter (2019-12-21) - Global Real News

Artificial Intelligence – Overview – Tutorialspoint

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Since the invention of computers or machines, their capability to perform various tasks went on growing exponentially. Humans have developed the power of computer systems in terms of their diverse working domains, their increasing speed, and reducing size with respect to time.

A branch of Computer Science named Artificial Intelligence pursues creating the computers or machines as intelligent as human beings.

According to the father of Artificial Intelligence, John McCarthy, it is The science and engineering of making intelligent machines, especially intelligent computer programs.

Artificial Intelligence is a way of making a computer, a computer-controlled robot, or a software think intelligently, in the similar manner the intelligent humans think.

AI is accomplished by studying how human brain thinks, and how humans learn, decide, and work while trying to solve a problem, and then using the outcomes of this study as a basis of developing intelligent software and systems.

While exploiting the power of the computer systems, the curiosity of human, lead him to wonder, Can a machine think and behave like humans do?

Thus, the development of AI started with the intention of creating similar intelligence in machines that we find and regard high in humans.

To Create Expert Systems The systems which exhibit intelligent behavior, learn, demonstrate, explain, and advice its users.

To Implement Human Intelligence in Machines Creating systems that understand, think, learn, and behave like humans.

Artificial intelligence is a science and technology based on disciplines such as Computer Science, Biology, Psychology, Linguistics, Mathematics, and Engineering. A major thrust of AI is in the development of computer functions associated with human intelligence, such as reasoning, learning, and problem solving.

Out of the following areas, one or multiple areas can contribute to build an intelligent system.

The programming without and with AI is different in following ways

In the real world, the knowledge has some unwelcomed properties

AI Technique is a manner to organize and use the knowledge efficiently in such a way that

AI techniques elevate the speed of execution of the complex program it is equipped with.

AI has been dominant in various fields such as

Gaming AI plays crucial role in strategic games such as chess, poker, tic-tac-toe, etc., where machine can think of large number of possible positions based on heuristic knowledge.

Natural Language Processing It is possible to interact with the computer that understands natural language spoken by humans.

Expert Systems There are some applications which integrate machine, software, and special information to impart reasoning and advising. They provide explanation and advice to the users.

Vision Systems These systems understand, interpret, and comprehend visual input on the computer. For example,

A spying aeroplane takes photographs, which are used to figure out spatial information or map of the areas.

Doctors use clinical expert system to diagnose the patient.

Police use computer software that can recognize the face of criminal with the stored portrait made by forensic artist.

Speech Recognition Some intelligent systems are capable of hearing and comprehending the language in terms of sentences and their meanings while a human talks to it. It can handle different accents, slang words, noise in the background, change in humans noise due to cold, etc.

Handwriting Recognition The handwriting recognition software reads the text written on paper by a pen or on screen by a stylus. It can recognize the shapes of the letters and convert it into editable text.

Intelligent Robots Robots are able to perform the tasks given by a human. They have sensors to detect physical data from the real world such as light, heat, temperature, movement, sound, bump, and pressure. They have efficient processors, multiple sensors and huge memory, to exhibit intelligence. In addition, they are capable of learning from their mistakes and they can adapt to the new environment.

Here is the history of AI during 20th century

Karel apek play named Rossum's Universal Robots (RUR) opens in London, first use of the word "robot" in English.

Foundations for neural networks laid.

Isaac Asimov, a Columbia University alumni, coined the term Robotics.

Alan Turing introduced Turing Test for evaluation of intelligence and published Computing Machinery and Intelligence. Claude Shannon published Detailed Analysis of Chess Playing as a search.

John McCarthy coined the term Artificial Intelligence. Demonstration of the first running AI program at Carnegie Mellon University.

John McCarthy invents LISP programming language for AI.

Danny Bobrow's dissertation at MIT showed that computers can understand natural language well enough to solve algebra word problems correctly.

Joseph Weizenbaum at MIT built ELIZA, an interactive problem that carries on a dialogue in English.

Scientists at Stanford Research Institute Developed Shakey, a robot, equipped with locomotion, perception, and problem solving.

The Assembly Robotics group at Edinburgh University built Freddy, the Famous Scottish Robot, capable of using vision to locate and assemble models.

The first computer-controlled autonomous vehicle, Stanford Cart, was built.

Harold Cohen created and demonstrated the drawing program, Aaron.

Major advances in all areas of AI

The Deep Blue Chess Program beats the then world chess champion, Garry Kasparov.

Interactive robot pets become commercially available. MIT displays Kismet, a robot with a face that expresses emotions. The robot Nomad explores remote regions of Antarctica and locates meteorites.

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Artificial Intelligence - Overview - Tutorialspoint