Police may serve search warrants out of their jurisdiction, Alabama AG says – alreporter.com

The United States Supreme Court on Wednesday handed down two decisions strengthening religious liberty and expanding freedom of religion.

In the first case, the Court ruled in favor of the Little Sisters of the Poor, saying that the Catholic nuns do not have to pay for medical procedures that they object to including abortion.

The decision was written by pro-life Justice Clarence Thomas. The 7 to 2 decision majority opinion is the biggest pro-life decision of the Trump presidency. This overturns a lower court ruling saying employees are entitled to abortion and birth control services.

The Montgomery-based Foundation for Moral Law praised the Supreme Courts decision in Little Sisters of the Poor v. Pennsylvania. The Foundation had filed an amicus brief with the Court arguing in favor of the Little Sisters of the Poors case.

This case arose from Obamacares contraception mandate. The Little Sisters objected to complying with the Obamacare mandate of contraception and abortion services based on their religious convictions. The Trump administration issued new rules that exempted employers with religious and moral objections to complying with the mandate. The States of Pennsylvania and New Jersey sued, and the United States Court of Appeals for the Third Circuit ruled against the Trump administration and the Little Sisters.

The Supreme Court reversed the judgment of the Third Circuit. The Court held that the Patient Protection and Affordable Care Act of 2010 allowed the Trump administration to craft these regulations and that the Trump administration had complied with the Administrative Procedures Act in enacting the rules.

Consequently, it did not reach the religious freedom claim, but it held that it was proper for the Trump administration to consider the effect of federal religious freedom law when it passed the rules.

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GREAT win at the Supreme Court today on the Obamacare abortion drug mandate, said Republican Senate candidate Jeff Sessions. For the first time in nearly a DECADE, the Little Sisters of the Poor & other religious groups can do their good work without fear of being forced to violate their beliefs.

As Attorney General, I reversed the Obama administrations position in the Little Sisters of the Poor litigation, and said NO MORE to government persecution of religion, Sessions said. I have a lifelong record of fighting to protect religious freedom. This is one of many issues on which President Donald J. Trump and I worked on together to take a strong stand for religious liberty. I also started the Religious Liberty Task Force at the Department of Justice to protect religious freedom across the entire government.

Sessions is running for the Republican nomination for U.S. Senate in the Republican primary on July 14. His opponent is former Auburn head football Coach Tommy Tuberville.

Although the majority opinion focused more on administrative law than on religious liberty, the Courts decision was a win for religious freedom because it upheld important rules that protect Americans with religious and moral objections to Obamacares contraceptive mandate, said Matt Clark, the attorney who wrote the Foundations amicus brief in this case.

Justice Alitos concurring opinion importantly emphasized that the courts must defer to a persons interpretation of his religious obligations when he raises a religious objection, Clark continued. As James Madison wrote in 1785, The Religion then of every man must be left to the conviction and conscience of every man; and it is the right of every man to exercise it as these may dictate.

Kayla Moore is the President of the Foundation for Moral Law.

The main opinion said that Congress considers religious liberty to be an unalienable right, Moore said. We commend Congress and the Court for recognizing it as such, and we hope that the Court will take that principle to its logical conclusion in every religious freedom case that it considers.

Bible scholar and cultural commentator Dr. Michael Brown said, This is a tremendous victory for freedom of religion and conscience in America. Under Obamacare, employers were forced to provide birth control coverage as part of their health plans, which for many Catholics in particular would be in violation of their faith. The court has overwhelmingly ruled for religious freedom, honoring moral objections of employers who now may opt out of providing abortion or birth control services.

The Supreme Court also released a ruling Wednesday saying religious institutions have the right to pick their own employees and are exempt from secular anti-discrimination laws.

Trump and moral conservatives won two big ones, Brown said.

In Our Lady of Guadalupe School v. Morrissey-Berru the Court ruled that the First Amendment prevents courts from intervening in employment disputes between religious schools and the teachers at those schools who are entrusted with the responsibility of instructing their students in the faith.

Chief Justice John Roberts wrote, The religious education and formation of students is the very reason for the existence of most private religious schools, and therefore the selection and supervision of the teachers upon whom the schools rely to do this work lie at the core of their mission. Judicial review of the way in which religious schools discharge those responsibilities would undermine the independence of religious institutions in a way that the First Amendment does not tolerate.

Brown is the author of the new book, Evangelicals at the Crossroads: Will We Pass the Trump Test? He has written 35 books and hosts a nationally syndicated daily talk radio show The Line of Fire, as well as the host of shows on GOD TV, NRBTV, and METV.

Barbara Ann Luttrell is the Vice President of External Affairs for Planned Parenthood Southeast.

Planned Parenthood SE was upset with both rulings.

Today, the Supreme Court of the United States upheld two Trump administration rules that allow employers and universities to push their religious or moral beliefs on employees and students by denying them access to insurance that covers birth control, Luttrelll said in a statement. Bosses and universities will be able to decide based on their own objections if their health insurance plans cover birth control.

Staci Fox is the President and CEO of Planned Parenthood Southeast.

Todays ruling deals yet another devastating blow to health care access in this country, Fox said. As is so often the case, it will hit people of color and low-income people hardest, and in the middle of a global pandemic that is already ravaging those communities. It is more proof that reproductive rights are under attack at all levels not just abortion access.

Both decisions were victories for Alabama Attorney General Steve Marshall. The State of Alabama, under Marshalls leadership, had previously joined multistate amicus briefs to the Supreme Court in both cases, supporting the Little Sisters of the Poor and Our Lady of Guadalupe School: Little Sisters of the Poor v. Pennsylvania; and Our Lady of Guadalupe School v. Morrissey-Berru.

The First Amendment rightly recognizes that one of the unalienable rights all men and women possess is the right to exercise their faith, Marshall wrote in a statement. And today the Supreme Court has reaffirmed that fundamental truth in two important decisions. Thankfully, the Court recognized that the federal government need not force nuns to violate their sincerely held beliefs by providing contraceptive coverage to employees who help them care for the sick. And the Court likewise reaffirmed that the government has no authority to tell religious schools who they must hire or retain to teach their faith.

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Police may serve search warrants out of their jurisdiction, Alabama AG says - alreporter.com

What the end of Moores Law will mean for the tech world and consumers – MyNorthwest.com

Are we ready for the end of Moores Law? Its something that could have huge ramifications in the tech world, and yet we dont seem to be doing much about it at the moment. So says David Rotman, editor of MIT Technology Review, who joined Seattles Morning News to explain what it is and why it matters.

It was in 1965 that Gordon Moore predicted that the number of transistors you could squeeze into a computer chip would double every year. And then later it became every two years. So its a prediction that you would get more powerful, faster computer chips every two years, he said.

When he predicted it, there were about 50 transistors on a chip. By 1975 it was 65,000 and now its 50 billion transistors on a chip, and thats why we have such powerful devices, Rotman explained. When you think about the progress, almost everything we use, our devices from smartphones to cloud computing to artificial intelligence all depends on the progress. The iPhone is 100,000 times more powerful in computing power than the computer on the Apollo spacecraft that went to the moon.

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So what does it mean if this pace of progress doesnt continue? Weve come to expect the level of ease of use and immediacy that you get from an iPhone with its billions of transistors. Is there a change around the corner?

We know Moores Law will end sooner or later, and no one knows quite when, but it will end (likely within the next 10 years). So what happens next? No one really knows what comes next. And maybe more importantly, no one is really working on whats the next big technology, he said.

SCOTUS decision on scholarships to religious schools not applicable to WA

Thats what I found a bit troubling at the end of the article is that were not spending the money and the resources to find the next great technology that will drive progress through the next 50 years.

One of the possibilities is the advent of quantum computing because there youre using particles that presumably are as small as nature permits.

Quantum computing is, for now, very specialized. Its amazing what it may be able to do, but its not a generalized computing technology, he said.

Why do we not appear to be investing in the next big technology? Partially because it might require tossing out the way we do things now.

It would take you to completely throw out the rule book, rethink everything. And thats why Im thinking about what comes after Moores Law, it will end over the next 10 to 20 years, and finding a different approach will mean rethinking everything. And thats going to take a long time its going to take a lot of smart people thinking hard about it, he said.

Many of the things that we really are interested in these days, for example artificial intelligence the idea of self-driving cars or all these things, robotics that think for themselves these amazing technologies are really computational intensive, Rotman said. They require really powerful computers and so we just have an endless appetite for computational power.

Listen to Seattles Morning News weekday mornings from 5 9 a.m. on KIRO Radio, 97.3 FM. Subscribe to thepodcast here.

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What the end of Moores Law will mean for the tech world and consumers - MyNorthwest.com

If transistors can’t get smaller, then coders have to get smarter – MIT News

In 1965, Intel co-founder Gordon Moore predicted that the number of transistors that could fit on a computer chip would grow exponentially and they did, doubling about every two years. For half a century, Moores Law has endured: Computers have gotten smaller, faster, cheaper, and more efficient, enabling the rapid worldwide adoption of PCs, smartphones, high-speed internet, and more.

This miniaturization trend has led to silicon chips today that have almost unimaginably small circuitry. Transistors, the tiny switches that implement computer microprocessors, are so small that 1,000 of them laid end-to-end are no wider than a human hair. And for a long time, the smaller the transistors were, the faster they could switch. But today, were approaching the limit of how small transistors can get. As a result, over the past decade researchers have been scratching their heads to find other ways to improve performance so that the computer industry can continue to innovate.

While we wait for the maturation of new computing technologies like quantum, carbon nanotubes, or photonics (which may take a while), other approaches will be needed to get performance as Moores Law comes to an end. In a recent journal article published in Science, a team from MITs Computer Science and Artificial Intelligence Laboratory (CSAIL) identifies three key areas to prioritize to continue to deliver computing speed-ups: better software, new algorithms, and more streamlined hardware.

Senior author Charles E. Leiserson says that the performance benefits from miniaturization have been so great that, for decades, programmers have been able to prioritize making code-writing easier rather than making the code itself run faster. The inefficiency that this tendency introduces has been acceptable, because faster computer chips have always been able to pick up the slack.

But nowadays, being able to make further advances in fields like machine learning, robotics, and virtual reality will require huge amounts of computational power that miniaturization can no longer provide, says Leiserson, the Edwin Sibley Webster Professor in MIT's Department of Electrical Engineering and Computer Science. If we want to harness the full potential of these technologies, we must change our approach to computing.

Leiserson co-wrote the paper, published this week, with Research Scientist Neil Thompson, Professor Daniel Sanchez, Adjunct Professor Butler Lampson, and research scientists Joel Emer, Bradley Kuszmaul, and Tao Schardl.

No more Moore

The authors make recommendations about three areas of computing: software, algorithms, and hardware architecture.

With software, they say that programmers previous prioritization of productivity over performance has led to problematic strategies like reduction: taking code that worked on problem A and using it to solve problem B. For example, if someone has to create a system to recognize yes-or-no voice commands, but doesnt want to code a whole new custom program, they could take an existing program that recognizes a wide range of words and tweak it to respond only to yes-or-no answers.

While this approach reduces coding time, the inefficiencies it creates quickly compound: if a single reduction is 80 percent as efficient as a custom solution, and you then add 20 layers of reduction, the code will ultimately be 100 times less efficient than it could be.

These are the kinds of strategies that programmers have to rethink as hardware improvements slow down, says Thompson. We cant keep doing business as usual if we want to continue to get the speed-ups weve grown accustomed to.

Instead, the researchers recommend techniques like parallelizing code. Much existing software has been designed using ancient assumptions that processors can only do only one operation at a time. But in recent years multicore technology has enabled complex tasks to be completed thousands of times faster and in a much more energy-efficient way.

Since Moore's Law will not be handing us improved performance on a silver platter, we will have to deliver performance the hard way, says Moshe Vardi, a professor in computational engineering at Rice University. This is a great opportunity for computing research, and the [MIT CSAIL] report provides a road map for such research.

As for algorithms, the team suggests a three-pronged approach that includes exploring new problem areas, addressing concerns about how algorithms scale, and tailoring them to better take advantage of modern hardware.

Lastly, in terms of hardware architecture, the team advocates that hardware be streamlined so that problems can be solved with fewer transistors and less silicon. Streamlining includes using simpler processors and creating hardware tailored to specific applications, like the graphics-processing unit is tailored for computer graphics.

Hardware customized for particular domains can be much more efficient and use far fewer transistors, enabling applications to run tens to hundreds of times faster, says Schardl. More generally, hardware streamlining would further encourage parallel programming, creating additional chip area to be used for more circuitry that can operate in parallel.

While these approaches may be the best path forward, the researchers say that it wont always be an easy one. Organizations that use such techniques may not know the benefits of their efforts until after theyve invested a lot of engineering time. Plus, the speed-ups wont be as consistent as they were with Moores Law: they may be dramatic at first, and then require large amounts of effort for smaller improvements.

Certain companies have already gotten the memo.

For tech giants like Google and Amazon, the huge scale of their data centers means that even small improvements in software performance can result in large financial returns, says Thompson. But while these firms may be leading the charge, many others will need to take these issues seriously if they want to stay competitive.

Getting improvements in the areas identified by the team will also require building up the infrastructure and workforce that make them possible.

Performance growth will require new tools, programming languages, and hardware to facilitate more and better performance engineering, says Leiserson. It also means computer scientists being better educated about how we can make software, algorithms, and hardware work together, instead of putting them in different silos.

This work was supported, in part, by the National Science Foundation.

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Major online conference on COVID-19 and economy featuring eminent speakers this Friday – Scottish Legal News

Published 8 June 2020

A number of eminent figures are set to speak at a conferenceon the current crisis and the global economy.

The full-day webinar hosted by the Corporate and Financial Law Research Group of the University of Glasgow and Edinburgh Law School will explore the impact of COVID-19 on the global economy.

The global pandemic has prompted a series of unprecedented interventions by governments and regulatory agencies around the world. In the medium term COVID-19 might prove the watershed moment of this decade and beyond in a number of contexts.

These include a re-orientation of economic and monetary policy, the future shape of financial markets, debt sustainability and preservation of financial stability, and the development of corporate governance norms to serve social growth and the green economy.

This full-day webinar will examine what these changes might bring. It will specifically focus on the COVID-19 response in Europe (encompassing the eurozone, rest of the EU, and the UK). Eminent speakers and leading experts will consider the economic and legal aspects of the pandemic response, how these challenge todays dominant paradigms in law and the economy, and their implications for the future.

Does the global pandemic signal a paradigm shift in law and the economy? will feature a roster of top speakers including:

For speaker bios and short summaries of the presentations see here.

Register for the event here.

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Major online conference on COVID-19 and economy featuring eminent speakers this Friday - Scottish Legal News

This Week’s Awesome Tech Stories From Around the Web (Through June 6) – Singularity Hub

IMPACT

Cant Go Out and Protest? Heres How to Help From HomeDemetria Mosley | WiredWhether youre trying to maintain your social distance or just looking for other ways to speak up, here are some ideas on how to contribute. Not everyone is a front-liner, and thats OK because we need all types of people, says Andra Hudson, an activist and prison reformist based in North Carolina. There are many ways people can help out from their homes, and we need people to do it. We need everyone to show up.'

How to Protest Safely in the Age of SurveillanceAndy Greenberg and Lily Hay Newman | WiredIf youre going out to protestas is your right under the First Amendmentand bringing your smartphone with you, there are some basic steps you should take tosafeguard your privacy. Thesurveillance toolsthat state and federal law enforcement groups have used at protests for years put it at risk right along withyour physical wellbeing.

ARK Invest: AI Training Costs Dropped 100-Fold Between 2017 and 2019Kyle Wiggers | VentureBeatMachine learning systems are cheaper to train now than ever before. Thats the assertion of ARK Invest, which today published ameta-analysisindicating the cost of training is improving at 50 times the pace of Moores law, the principle that computer hardware performance doubles every two years.

All This Chaos Might Be Giving You Crisis FatigueMatt Simon | WiredYou might at this point feel lost or numb, and thats perfectly natural. Psychologists call it crisis fatigue: Your body is well adapted to handle temporary stresses, but it can get overwhelmed by the constant, unrelenting pressures of this horrible year.

Salto Jumping Robot Masters Pinpoint LandingsEvan Ackerman | IEEE SpectrumAs far as we know, the best way of getting Salto to stop jumping without destroying itself has been for someone with exceptional timing to try and snatch it directly out of the air mid-bounce. While amazing at jumping, Salto hasnt been particularly good at not-jumping. That is, at landing. Until now!

Lidar Helps Uncover an Ancient, Kilometer-Long Mayan StructureDevin Coldewey | TechCrunchLidaris fast becoming one of the most influential tools in archaeology, revealing things in a few hours what might have taken months of machete wielding and manual measurements otherwise. The latest such discovery is an enormous Mayan structure, more than a kilometer long, 3,000 years old, and seemingly used for astronomical observations.

The Facebook Groups Where People Pretend the Pandemic Isnt HappeningKaitlyn Tiffany | The AtlanticLosing track of a friend in a packed bar or screaming to be heard over a live band is not something thats happening much in the real world at the moment, but it happens all the time in the 2,100-person Facebook group a group where we all pretend were in the same venue. So does losing shoes and Juul pods, and shouting matches over which bands are the saddest, and therefore the greatest.

Image credit:Lucas Benjamin /Unsplash

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‘The problem of gendered language is universal’ how AI reveals media bias – The Guardian

If, during an election campaign, you heard one candidate described as brave and another candidate described as strong, which of the two would you be more likely to vote for? If the answer to this question seems obvious to you, thats because logically it is. But it also demonstrates the power of language to shape our thinking and influence our behaviour.

Gendered language is understood as language that has a bias towards a particular gender [and] reflects and maintains pre-existing social distinctions, explains Roxana Lupu, an expert in applied linguistics. It shows us two things not only does it signal the presence of sexism in the society, but it also reinforces those beliefs and perceptions. To put it simply: gendered language is that which promotes bias towards one gender, while simultaneously entrenching such bias further.

For a relatively new field of study in sociolinguistics (gendered language only rose to academic prominence in the 1970s), it has had no shortage of attention emerging alongside second-wave feminism, it deepened the collective understanding of how gender discrimination is proliferated, both directly and indirectly.

Lupu believes the media plays a fundamental role in disseminating gendered language among the population. We need to raise awareness to drive change, she says.

But raising awareness is hindered by a lack of information on just how big the problem is. Thats where artificial intelligence (AI) comes in.

Never before have we had the capability to analyse language in such a meaningful way at such massive scale, says Rich Wilson, owner of Deviance (a technology company that focuses on language analytics). This represents a huge opportunity for broad areas such as cultural or gender research, he continues, which means that evidence is now indisputable and quantifiable rather than just anecdotal.

It was precisely this thinking that inspired a recent media coverage study conducted by a female-led marketing agency, Mac+Moore, with the support of Deviance. As marketeers, the brands founders, Jess MacIntyre and Natalie Moores, spend a large portion of their time discussing the power of language and messaging with their clients. We work closely with companies to craft and shape the way they communicate with their audience, Moores says, so we know better than most how language can be a very powerful and persuasive tool and has the ability to shape peoples perception.

The difference in the medias treatment of men and women is a topic that has been growing in coverage over the past decade. Savvy brands such as Gillette have been using their marketing campaigns to highlight and challenge gender discrimination and how it damages women. But Mac+Moore wanted to take this one step further. We wanted to produce a data set that irrefutably demonstrated how gendered language is used in the media, says Moores, so that we had hard evidence that couldnt just be dismissed as an opinion.

Using a technique known as comparative linguistics (where two data sets are analysed in relation to one another), Deviances software would enable them to analyse in a detailed way any linguistic differences in the way men and women are described in the source material. Not only this, but it would enable the analysis of articles by publications from all across the UKs media landscape at a volume higher than humans alone have ever been able to process and in only a matter of hours. AI is perfect because it allows the analysis to be completely removed from any bias that we may have it allows for complete neutrality, says MacIntyre.

We chose the Labour leadership race as source material because its so topical and, whats more, theres never been a female leader of the party, but the odds of one being elected in this contest were four to one, says Moores. Statistically, it is more likely than ever that a woman will be elected, which would enable us to see with more clarity how gendered language is affecting the candidates chances for better or for worse.

And so they fed 145,000 words through the software, sourced from recent coverage of all five candidates from a broad cross-section of the medias online content amounting to 250 articles in total.

The results were startling: articles covering the only man in the race, Keir Starmer, were 4.4 times more likely to describe him using words meaning preferred and favoured, whereas the female candidates were 1.9 times more likely to be described using words such as brave (arguably patronising in this context), sad, violent/angry, and dislike.

Moreover, the results show that there is a huge focus on gender through the use of titles such as Ms or Mrs, which they were three times more likely to use for female candidates, whereas Starmer was referred to mostly by just his surname or the honorific Sir, which holds a positive connotation. Finally, Starmer was 1.6 times more likely to be discussed in terms of professional employment, politics, law and order, and belonging to a group, whereas the female candidates were much more likely to be discussed in relation to their families and, particularly, their fathers.

Not just this, but the web scraper tool used on the first analysis picked up the content of digital advertising on each website. This revealed that whenever a female candidate was discussed, ads were served against the content for clothing, fashion and beauty, says MacIntyre. This never happened for Keir Starmer the adverts served in articles for him were much more gender neutral. This, they believe, indicates an entrenched data bias in the software used by digital ad services that could potentially influence who consumes the content, the implication being that articles written about female candidates are only relevant for female readers, says MacIntyre.

There is strong evidence to support the theory that women are being portrayed and represented within the media in an overly negative and gendered way, which could be impacting the outcome of election campaigns, says Moores, and the implications of this are potentially huge both in politics but also wider society.

The two women are energised by the research and plan to use the results to push for companies to think more carefully about how content is presented. Although these results tell the story of one leadership election, the problem of gendered language is universal, says MacIntyre.

More than anything, the study demonstrates how AI can drive forward our awareness of the scale of the problem of gendered language: the first step to addressing the issue. The media has a responsibility to contribute to an equal society, says Lupu. For Wilson, if AI can help to highlight a path to progress, then we should grasp that opportunity with both hands. MacIntyre agrees: After all, if the world is changing, why shouldnt our language change too?

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'The problem of gendered language is universal' how AI reveals media bias - The Guardian

Were not prepared for the end of Moores Law – MIT Technology Review

Gordon Moores 1965 forecast that the number of components on an integrated circuit would double every year until it reached an astonishing 65,000 by 1975 is the greatest technological prediction of the last half-century. When it proved correct in 1975, he revised what has become known as Moores Law to a doubling of transistors on a chip every two years.

Since then, his prediction has defined the trajectory of technology and, in many ways, of progress itself.

Moores argument was an economic one. Integrated circuits, with multiple transistors and other electronic devices interconnected with aluminum metal lines on a tiny square of silicon wafer, had been invented a few years earlier by Robert Noyce at Fairchild Semiconductor. Moore, the companys R&D director, realized, as he wrote in 1965, that with these new integrated circuits, the cost per component is nearly inversely proportional to the number of components. It was a beautiful bargainin theory, the more transistors you added, the cheaper each one got. Moore also saw that there was plenty of room for engineering advances to increase the number of transistors you could affordably and reliably put on a chip.

Soon these cheaper, more powerful chips would become what economists like to call a general purpose technologyone so fundamental that it spawns all sorts of other innovations and advances in multiple industries. A few years ago, leading economists credited the information technology made possible by integrated circuits with a third of US productivity growth since 1974. Almost every technology we care about, from smartphones to cheap laptops to GPS, is a direct reflection of Moores prediction. It has also fueled todays breakthroughs in artificial intelligence and genetic medicine, by giving machine-learning techniques the ability to chew through massive amounts of data to find answers.

But how did a simple prediction, based on extrapolating from a graph of the number of transistors by yeara graph that at the time had only a few data pointscome to define a half-century of progress? In part, at least, because the semiconductor industry decided it would.

Wikimedia

Moore wrote that cramming more components onto integrated circuits, the title of his 1965 article, would lead to such wonders as home computersor at least terminals connected to a central computerautomatic controls for automobiles, and personal portable communications equipment. In other words, stick to his road map of squeezing ever more transistors onto chips and it would lead you to the promised land. And for the following decades, a booming industry, the government, and armies of academic and industrial researchers poured money and time into upholding Moores Law, creating a self-fulfilling prophecy that kept progress on track with uncanny accuracy. Though the pace of progress has slipped in recent years, the most advanced chips today have nearly 50 billion transistors.

Every year since 2001, MIT Technology Review has chosen the 10 most important breakthrough technologies of the year. Its a list of technologies that, almost without exception, are possible only because of the computation advances described by Moores Law.

For some of the items on this years list the connection is obvious: consumer devices, including watches and phones, infused with AI; climate-change attribution made possible by improved computer modeling and data gathered from worldwide atmospheric monitoring systems; and cheap, pint-size satellites. Others on the list, including quantum supremacy, molecules discovered using AI, and even anti-aging treatments and hyper-personalized drugs, are due largely to the computational power available to researchers.

But what happens when Moores Law inevitably ends? Or what if, as some suspect, it has already died, and we are already running on the fumes of the greatest technology engine of our time?

RIP

Its over. This year that became really clear, says Charles Leiserson, a computer scientist at MIT and a pioneer of parallel computing, in which multiple calculations are performed simultaneously. The newest Intel fabrication plant, meant to build chips with minimum feature sizes of 10 nanometers, was much delayed, delivering chips in 2019, five years after the previous generation of chips with 14-nanometer features. Moores Law, Leiserson says, was always about the rate of progress, and were no longer on that rate. Numerous other prominent computer scientists have also declared Moores Law dead in recent years. In early 2019, the CEO of the large chipmaker Nvidia agreed.

In truth, its been more a gradual decline than a sudden death. Over the decades, some, including Moore himself at times, fretted that they could see the end in sight, as it got harder to make smaller and smaller transistors. In 1999, an Intel researcher worried that the industrys goal of making transistors smaller than 100 nanometers by 2005 faced fundamental physical problems with no known solutions, like the quantum effects of electrons wandering where they shouldnt be.

For years the chip industry managed to evade these physical roadblocks. New transistor designs were introduced to better corral the electrons. New lithography methods using extreme ultraviolet radiation were invented when the wavelengths of visible light were too thick to precisely carve out silicon features of only a few tens of nanometers. But progress grew ever more expensive. Economists at Stanford and MIT have calculated that the research effort going into upholding Moores Law has risen by a factor of 18 since 1971.

Likewise, the fabs that make the most advanced chips are becoming prohibitively pricey. The cost of a fab is rising at around 13% a year, and is expected to reach $16 billion or more by 2022. Not coincidentally, the number of companies with plans to make the next generation of chips has now shrunk to only three, down from eight in 2010 and 25 in 2002.

Finding successors to todays silicon chips will take years of research.If youre worried about what will replace moores Law, its time to panic.

Nonetheless, Intelone of those three chipmakersisnt expecting a funeral for Moores Law anytime soon. Jim Keller, who took over as Intels head of silicon engineering in 2018, is the man with the job of keeping it alive. He leads a team of some 8,000 hardware engineers and chip designers at Intel. When he joined the company, he says, many were anticipating the end of Moores Law. If they were right, he recalls thinking, thats a drag and maybe he had made a really bad career move.

But Keller found ample technical opportunities for advances. He points out that there are probably more than a hundred variables involved in keeping Moores Law going, each of which provides different benefits and faces its own limits. It means there are many ways to keep doubling the number of devices on a chipinnovations such as 3D architectures and new transistor designs.

These days Keller sounds optimistic. He says he has been hearing about the end of Moores Law for his entire career. After a while, he decided not to worry about it. He says Intel is on pace for the next 10 years, and he will happily do the math for you: 65 billion (number of transistors) times 32 (if chip density doubles every two years) is 2 trillion transistors. Thats a 30 times improvement in performance, he says, adding that if software developers are clever, we could get chips that are a hundred times faster in 10 years.

Still, even if Intel and the other remaining chipmakers can squeeze out a few more generations of even more advanced microchips, the days when you could reliably count on faster, cheaper chips every couple of years are clearly over. That doesnt, however, mean the end of computational progress.

Time to panic

Neil Thompson is an economist, but his office is at CSAIL, MITs sprawling AI and computer center, surrounded by roboticists and computer scientists, including his collaborator Leiserson. In a new paper, the two document ample room for improving computational performance through better software, algorithms, and specialized chip architecture.

One opportunity is in slimming down so-called software bloat to wring the most out of existing chips. When chips could always be counted on to get faster and more powerful, programmers didnt need to worry much about writing more efficient code. And they often failed to take full advantage of changes in hardware architecture, such as the multiple cores, or processors, seen in chips used today.

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Thompson and his colleagues showed that they could get a computationally intensive calculation to run some 47 times faster just by switching from Python, a popular general-purpose programming language, to the more efficient C. Thats because C, while it requires more work from the programmer, greatly reduces the required number of operations, making a program run much faster. Further tailoring the code to take full advantage of a chip with 18 processing cores sped things up even more. In just 0.41 seconds, the researchers got a result that took seven hours with Python code.

That sounds like good news for continuing progress, but Thompson worries it also signals the decline of computers as a general purpose technology. Rather than lifting all boats, as Moores Law has, by offering ever faster and cheaper chips that were universally available, advances in software and specialized architecture will now start to selectively target specific problems and business opportunities, favoring those with sufficient money and resources.

Indeed, the move to chips designed for specific applications, particularly in AI, is well under way. Deep learning and other AI applications increasingly rely on graphics processing units (GPUs) adapted from gaming, which can handle parallel operations, while companies like Google, Microsoft, and Baidu are designing AI chips for their own particular needs. AI, particularly deep learning, has a huge appetite for computer power, and specialized chips can greatly speed up its performance, says Thompson.

But the trade-off is that specialized chips are less versatile than traditional CPUs. Thompson is concerned that chips for more general computing are becoming a backwater, slowing the overall pace of computer improvement, as he writes in an upcoming paper, The Decline of Computers as a General Purpose Technology.

At some point, says Erica Fuchs, a professor of engineering and public policy at Carnegie Mellon, those developing AI and other applications will miss the decreases in cost and increases in performance delivered by Moores Law. Maybe in 10 years or 30 yearsno one really knows whenyoure going to need a device with that additional computation power, she says.

The problem, says Fuchs, is that the successors to todays general purpose chips are unknown and will take years of basic research and development to create. If youre worried about what will replace Moores Law, she suggests, the moment to panic is now. There are, she says, really smart people in AI who arent aware of the hardware constraints facing long-term advances in computing. Whats more, she says, because application--specific chips are proving hugely profitable, there are few incentives to invest in new logic devices and ways of doing computing.

Wanted: A Marshall Plan for chips

In 2018, Fuchs and her CMU colleagues Hassan Khan and David Hounshell wrote a paper tracing the history of Moores Law and identifying the changes behind todays lack of the industry and government collaboration that fostered so much progress in earlier decades. They argued that the splintering of the technology trajectories and the short-term private profitability of many of these new splinters means we need to greatly boost public investment in finding the next great computer technologies.

If economists are right, and much of the growth in the 1990s and early 2000s was a result of microchipsand if, as some suggest, the sluggish productivity growth that began in the mid-2000s reflects the slowdown in computational progressthen, says Thompson, it follows you should invest enormous amounts of money to find the successor technology. Were not doing it. And its a public policy failure.

Theres no guarantee that such investments will pay off. Quantum computing, carbon nanotube transistors, even spintronics, are enticing possibilitiesbut none are obvious replacements for the promise that Gordon Moore first saw in a simple integrated circuit. We need the research investments now to find out, though. Because one prediction is pretty much certain to come true: were always going to want more computing power.

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Were not prepared for the end of Moores Law - MIT Technology Review

Helix of an Elusive Rare Earth Metal Could Help Push Moore’s Law to The Next Level – ScienceAlert

To cram ever more computing power into your pocket, engineers need to come up with increasingly ingenious ways to add transistors to an already crowded space.

Unfortunately there's a limit to how small you can make a wire. But a twisted form of rare earth metal just might have what it takes to push the boundaries a little further.

A team of researchers funded by the US Army have discovered a way to turn twisted nanowires of one of the rarest of rare earth metals,tellurium, into a material with just the right properties that make it an ideal transistor at just a couple of nanometres across.

"This tellurium material is really unique," says Peide Ye, an electrical engineer from Purdue University.

"It builds a functional transistor with the potential to be the smallest in the world."

Transistors are the work horse of anything that computes information, using tiny changes in charge to prevent or allow larger currents to flow.

Typically made of semiconducting materials, they can be thought of as traffic intersections for electrons. A small voltage change in one place opens the gate for current to flow, serving as both a switch and an amplifier.

Combinations of open and closed switches are the physical units representing the binary language underpinning logic in computer operations. As such, the more you have in one spot, the more operations you can run.

Ever since the first chunky transistor was prototyped a little more than 70 years ago, a variety of methods and novel materials have led to regular downsizing of the transistor.

In fact the shrinking was so regular that co-founder of the computer giant Intel, George Moore, famouslynoted in 1965 that it would follow a trend of transistors doubling in density every two years.

Today, that trend has slowed considerably. For one thing, more transistors in one spot means more heat building up.

But there are also only so many ways you can shave atoms from a material and still have it function as a transistor. Which is where tellurium comes in.

Though not exactly a common element in Earth's crust, it's a semi-metal in high demand, finding a place in a variety of alloys to improve hardness and help it resist corrosion.

It also has properties of a semiconductor; carrying a current under some circumstances and acting as a resistor under others.

Curious about its characteristics on a nanoscale, engineers grew single-dimensional chains of the element and took a close look at them under an electron microscope. Surprisingly, the super-thin 'wire' wasn't exactly a neat line of atoms.

"Silicon atoms look straight, but these tellurium atoms are like a snake. This is a very original kind of structure," says Ye.

On closer inspection they worked out that the chain was made of pairs of tellurium atoms bonded strongly together, and then stacking into a crystal form pulled into a helix by weaker van der Waal forces.

Building any kind of electronics from a crinkly nanowire is just asking for trouble, so to give the material some structure the researchers went on the hunt for something to encapsulate it in.

The solution, they found, was a nanotube of boron nitride. Not only did the tellurium helix slip neatly inside, the tube acted as an insulator, ticking all the boxes that would make it suit life as a transistor.

Most importantly, the whole semiconducting wire was a mere 2 nanometres across, putting it in the same league as the 1 nanometre record set a few years ago.

Time will tell if the team can squeeze it down further with fewer chains, or even if it will function as expected in a circuit.

If it works as hoped, it could contribute to the next generation of miniaturised electronics, potentially halving the size of current cutting edge microchips.

"Next, the researchers will optimise the device to further improve its performance, and demonstrate a highly efficient functional electronic circuit using these tiny transistors, potentially through collaboration with ARL researchers," says Joe Qiu, program manager for the Army Research Office.

Even if the concept pans out, there's a variety of other challenges for shrinking technology to overcome before we'll find it in our pockets.

While tellurium isn't currently considered to be a scarce resource, in spite of its relative rarity, it could be in high demand in future electronics such as solar cells.

This research was published in Nature Electronics.

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Helix of an Elusive Rare Earth Metal Could Help Push Moore's Law to The Next Level - ScienceAlert

The Unsolved Murder of Civil Rights Activist Harry Moore – Smithsonian.com

It was late on Christmas night, 1951, but Harry and Harriette Moore had yet to open any gifts. Instead they had delayed the festivities in anticipation of the arrival of their younger daughter, Evangeline, who was taking a train home from Washington, D.C. to celebrate along with her sister and grandmother. The Moores had another cause for celebration: the day marked their 25th wedding anniversary, a testament to their unshakeable partnership. But that night in their quiet home on a citrus grove in rural Mims, Florida, the African American couple were fatal victims of a horrific terrorist attack at the hands of those who wanted to silence the Moores.

At 10:20 p.m., a blast ripped apart their bedroom, splintering the floorboards, ceiling and front porch. The explosion was so powerful that witness reported hearing it several miles away. Pamphlets pushing for voters rights floated out of the house and onto the street, remnants of a long fight for justice. Harry Moore had spent much of the last two decades earning the enmity of Floridas white supremacists as he organized for equal pay, voter registration, and justice for murdered African Americans. And yet despite his immense sacrifice and the nations initial shock at his assassination, Moores name soon faded from the pantheon of Civil Rights martyrs.

After the attack, Moores mother and daughter knew they would be unable to get an ambulance willing to transport a black victim, so nearby relatives drove the wounded Harry and Harriette to the town of Sanford, which was more than 30 miles away on a dark, two-lane road bracketed by dense foliage. Harry died shortly after arriving in the hospital, Harriette would die a little more than a week later. When Evangeline arrived at the train station the next day, She didnt see her mother and father, but she saw her aunts and uncles and family members. She knew something was wrong, says Sonya Mallard, coordinator for the Harry T. and Harriette V. Moore Cultural Complex, who knew Evangeline before her death in 2015. Her uncle broke the news on the drive to the hospital, and her world was never the same again. Never.

In the years before his death, Harry Moore was increasingly a marked manand he knew it. But he had begun charting this course in the 1930s, when he worked tirelessly to register black voters. He later expanded his efforts into fighting injustice in lynching cases (Florida had more lynchings per capita than any other state at the time), putting him in the crosshairs of Floridas most violent and virulent racists.

Harry T. Moore understood that we had to make a better way, we had to change what was going on here in the state of Florida, says Mallard. Traveling around the state on roads where it was too dangerous to even use a public restroom, Moores mother, Rosa, worried hed be killed, but he kept on going because he knew it was bigger than him, says Mallard.

Moore was born in 1905 in the panhandle town of Houston, Florida. His father, Johnny, owned a small shop and worked for the railroad, and died when Harry was just 9 years old. After trying to support her son as a single parent, Rosa sent Harry to live with his aunts in Jacksonville, a hub for African American business and culture that would prove to be influential on the young Moore. After graduating from Florida Memorial College, as todays university was then known, Moore likely could have made a relatively comfortable life in Jacksonville.

However, the climate in Florida as a whole as hostile to African Americans. His formative years were ones of pervasive racial violence often unchecked by officials. Before the 1920 election, displaying the impunity enjoyed by white supremacists, the Ku Klux Klan marched in downtown Orlando specifically to intimidate black voters, says Ben Brotemarkle, executive director of the Florida Historical Society. When a man named July Perry came to Orlando from nearby Ocoee to vote, he was beaten, shot and hung from a light post and then the primarily African American town was burned in a mob rampage that killed dozens. For decades after, Ocoee had no black residents and was known as a sundown town; today the city of 46,000 is 21 percent African American.

In 1925, Moore began teaching at a school for black students in Cocoa, Florida, a few miles south of Mims and later assumed the role of principal at the Titusville Colored School. His first year in Cocoa, Harry met Harriette Simms, three years his senior, at a party. She later became a teacher after the birth of their first daughter, Annie Rosalea, known as Peaches. Evangeline was born in 1930.)

His civic activism flowed from his educational activism. He would bring his own materials and educate students about black history, but what he also did was bring in ballots and he taught his students how to vote. He taught his students the importance of the candidates and making a decision to vote for people who took your interests seriously, says Brotemarkle.

In 1934, Moore joined the National Association for the Advancement of Colored People (NAACP), an indication of his growing interest in civic matters. In 1937, Moore pushed for a lawsuit challenging the chasm between black and white teachers salaries in his local Brevard County, with fellow educator John Gilbert as the plaintiff. Moore enlisted the support of NAACP lawyer (and later Supreme Court Justice) Thurgood Marshall, the start of their professional collaboration. The lawsuit was defeated in both the Circuit Court and the Florida Supreme Court. For his efforts, the Moores later lost their teachings jobsas did Gilbert.

In the early 1940s, Moore organized the Florida State conference of the NAACP and significantly increased membership (he would later become its first paid executive secretary). He also formed the Progressive Voters League in Florida in 1944. He understood the significance of the power of the vote. He understood the significance of the power of the pen. And he wrote letters and typed letters to anyone and everyone that would listen. And he knew that [African Americans] had to have a voice and we had to have it by voting, says Mallard. In 1947, building on the U.S. Supreme Court case in which Marshall successfully argued against Texas white primary that excluded minority voters, Moore organized a letter writing campaign to help rebuff bills proposed in the Florida legislature that would effectively perpetuate white primaries. (As the Tampa Bay Times notes, Florida was a leading innovator of discriminatory barriers to voting.)

Before his death, Moores efforts in the state helped increase the number of black voters by more than 100,000, according to the Moore Cultural Complex, a figure sure to catch the attention of influential politicians.

But success was a risky proposition. Moore was coming into a situation in Central Florida where there was a lot of Klan activity, there were a lot of Klansman who had positions in government, and it was a very tenuous time for civil rights, says Brotemarkle. People were openly being intimidated and kept away from the polls, and Moore worked diligently to fight that.

Moore was willing to risk much more than his job. He first became involved in anti-lynching efforts after three white men kidnapped 15-year-old Willie James Howard, bound him with ropes and drowned him in a river for the crime of passing a note to a white girl in 1944. The perpetual inaction in cases like Howards, in which no one was arrested, tried, or convicted, spurred Moore to effect change. In a 1947 letter to Floridas congressional delegation, Moore wrote We cannot afford to wait until the several states get trained or educated to the point where they can take effective action in such cases. Human life is too valuable for more experimenting of this kind. The Federal Government must be empowered to take the necessary action for the protection of its citizens.

Moore letters show a polite, but persistent, push for change. His scholarly nature obscured the profound courage it took to stand up to the hostile forces around him in Florida. Those who knew him recall a quiet, soft-spoken man. The fiery from the pulpit speech? That was not Harry T. Moore. He was much more behind the scenes, but no less aggressive. You can see it from his letters that he was every bit as brave, says Brotemarkle.

Two years before his death, Moore placed himself in harms way in the most prominent manner yet with his involvement in the Groveland Four incident. The men had been accused of raping a white woman; a mob went to drag them from jail and not finding them there, burned and shot into nearby black residents homes. After their arrest, conviction by an all-white jury was practically a foregone conclusion, despite attorneys assertions that the defendants confessions were physically coerced. The case also pitted Moore against Sherriff Willis McCall, who was investigated numerous times in his career for misconduct related to race.

While transporting two of the suspects, McCall shot them, killing one. McCall claimed he had been attacked, but the shootings elicited furious protest. All this took place against the backdrop of the ongoing legal battleeventually, the U.S. Supreme Court ordered a re-trial, which again ended in the conviction of the surviving suspect, who was represented by Thurgood Marshall. (In recent years, Florida has posthumously pardoned and apologized to all four of the accused).

Moore wrote repeatedly to Governor Fuller Warren, methodically dismantling McCalls claims. He admonished Warren that Florida is on trial before the rest of the world, calling on him to remove the officers involved in the shooting. He closed with a reminder that Florida Negro citizens are still mindful of the fact that our votes proved to be your margin of victory in the [runoff election in] 1948. We seek no special favors; but certainly we have a right to expect justice and equal protection of the laws even for the humblest Negro. Shall we be disappointed again?

Compounding Moores woes, just weeks after the shooting of the Groveland suspects and weeks before his own death, he lost his job at the NAACP. Moore had clashed with the organizations national leadership for his forward political involvement and disagreements over fundraising. It was a severe blow, but he continued his commitment to the workalbeit now on an unpaid basis.

During the fall of 1951, Florida saw a rash of religious and racial violence. Over a three-month period, multiple bombs had hit Carver Village, a housing complex in Miami leasing to black tenants, in what was likely the work of the KKK; a synagogue and Catholic church were also menaced. As dark shadow of violence has drifted across sunny Floridacast by terrorist who blast and kill in the night, the Associated Press reported days after the Christmas bombing. If lesser known black residents were targeted, then Moores prominence meant his situation was especially perilous.

Moore ruffled a lot of feathers, and there was a large population of Florida that didnt want to see the type of change that he was part of, says Brotemarkle.

I tried to get him to quit the N.A.A.C.P., thinking something might happen to him some day, Rosa Moore told a reporter after the bombing. But he told me, Im trying to do what I can to elevate the Negro race. Every advancement comes by the way of sacrifice, and if I sacrifice my life or health I still think it is my duty for my race.

News of Moores Christmas night death made headlines across the country. Former First Lady Eleanor Roosevelt expressed her sadness. Governor Warren called for a full investigation but clashed with NAACP executive secretary Walter White, who accused the governor of not doing enough. Warren said White has come to Florida to try to stir up strife and called him a hired Harlem hatemonger.

While Moore may have been out of favor with the NAACPs national leadership shortly before his death, he was venerated soon after. In March of 1952, the NAACP held a fundraising gala in New York City, featuring the Ballad of Harry T. Moore, written by poet Langston Hughes. His name was a rallying cry at numerous events.

The Moore bombings set off the most intense civil rights uproar in a decade, writes Ben Green in Before His Time: The Untold Story of Harry T. Moore, Americas First Civil Rights Martyr. There had been more violent racial incidentsbut the Moore bombing was so personal, so singular a man and his wife blown up in their home on Christmas Day that it became a magnifying glass to focus the nations revulsion.

While the publicity helped galvanize awareness for civil rights on a national level, the assassination soon had a chilling effect on voter registration in Florida. People were petrified, they were scared, says Mallard. The KKK terrorized you, they killed you, they lynched you, they scared you. They did all that to shut you up.

Meanwhile Harriette Moore remained hospitalized for nine days, dying from her injuries one day after her husbands funeral. There isn't much left to fight for. My home is wrecked. My children are grown up. They don't need me. Others can carry on," she had told a reporter in a bedside interview. Harriettes discouragement was palpable, after years of facing the same threats side by side with Harry. She adored her husband, says Mallard.

The crime has never been definitively solved, despite commitments from notorious FBI chief J. Edgar Hoover in the bombings aftermath and from Florida Governor Charlie Crist in the mid-2000s. After almost 70 years, the identity of the killer or killers may never be pinpointed, but those who have studied Moores life and the multiple investigations of the case are confident it was the work of the KKK.

As the movements ranks swelled and the battle was carried to Birmingham, Nashville, Tallahassee, Little Rock, Greensboro and beyond, the unsolved murders of Harry and Harriette Moore, still hanging in limbo, were forgotten, Green writes. For Evangeline and Peaches Moore, the pain and heartache never ceased. The murderers of their parents still walked the streets, and no one seemed to care.

Moores life and death underscore that not all heroes become legends. Today cities like Selma, Montgomery and Memphisnot Mimsevoke images of the Civil Rights struggle. Moore worked for almost two decades without the weight of national outrage behind him. No television cameras documented the brutal violence or produced the images needed to appall Americans in other states. The Maya Lin-designed Civil Rights Memorial situated across the street from the Southern Poverty Law Centers office in Montgomery, Alabama, recognizes martyrs from 1955 until Martin Luther King Jr.s death in 1968. That was 17 years after the Moores were killed.

When you talk about the contemporary civil rights movement, [people] look at the Brown v. Board of Education decision in 1954 as kind of the starting place for the timeline, and while that can be seen as true in a lot of ways, it overlooks a lot of activity that led up to that, says Brotemarkle.

Nonetheless Moores work and legacy helped lay the groundwork for the expansion of civil rights onto the national platform, and Moore has received some belated recognition in recent decades. The Moore Cultural Complex in Mims welcomes visitors to a replica of their home, rebuilt on the original property. Several of their personal effects are on display at the Smithsonians National Museum of African American History & Culture in Washington, D.C.

In looking back at Moores life and work, it is abundantly clear he was never motivated by name recognition in the first place. Moores goal was singular - his daughter would later remember him saying before his death that I have endeavored to help the Negro race and laid my life on the altar.

The rest is here:

The Unsolved Murder of Civil Rights Activist Harry Moore - Smithsonian.com

Stanford University finds that AI is outpacing Moores Law – ComputerWeekly.com

Stanford Universitys AI Index 2019 annual report has found that the speed of artificial intelligence (AI) is outpacing Moores Law.

Moores Law maps out how processor speeds double every 18 months to two years, which means application developers can expect a doubling in application performance for the same hardware cost.

But the Stanford report, produced in partnership with McKinsey & Company, Google, PwC, OpenAI, Genpact and AI21Labs, found that AI computational power is accelerating faster than traditional processor development. Prior to 2012, AI results closely tracked Moores Law, with compute doubling every two years., the report said. Post-2012, compute has been doubling every 3.4 months.

The study looked at how AI algorithms have improved over time, by tracking the progress of the ImageNet image identification program. Given that image classification methods are largely based on supervised machine learning techniques, the reports authors looked at how long it takes to train an AI model and associated costs, which they said represents a measurement of the maturity of AI development infrastructure, reflecting advances in software and hardware.

Their research found that over 18 months, the time required to train a network on cloud infrastructure for supervised image recognition fell from about three hours in October 2017 to about 88 seconds in July 2019. The report noted that data on ImageNet training time on private cloud instances was in line with the public cloud AI training time improvements.

The reports authors used the ResNet image classification model to assess how long it takes algorithms to achieve a high level of accuracy. In October 2017, 13 days of training time were required to reach just above 93% accuracy. The report found that training an AI-based image classification over 13 days to achieve 93% accuracy would have cost about $2,323 in 2017.

The study reported that the latest benchmark available on Stanford DAWNBench , using a cloud TPU on GCP to run the ResNet model to attain image classification accuracy slightly above 93% accuracy, cost just over $12 in September 2018.

The report also explored how far computer vision had progressed, looking at innovative algorithms that push the limits of automatic activity understanding, which can recognise human actions and activities from videos using the ActivityNet Challenge.

One of the tasks in this challenge, called Temporal Activity Localisation, uses a long video sequences that depict more than one activity, and the algorithm is asked to find a given activity. Today, algorithms can accurately recognise hundreds of complex human activities in real time, but the report found that much more work is needed.

After organising the International Activity Recognition Challenge (ActivityNet) for the last four years, we observe that more research is needed to develop methods that can reliably discriminate activities, which involve fine-grained motions and/or subtle patterns in motion cues, objects and human-object interactions, said Bernard Ghanem, associate professor of electrical engineering at King Abdullah University of Science and Technology, in the report.

Looking forward, we foresee the next generation of algorithms to be one that accentuates learning without the need for excessively large manually curated data. In this scenario, benchmarks and competitions will remain a cornerstone to track progress in this self-learning domain.

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Stanford University finds that AI is outpacing Moores Law - ComputerWeekly.com

ASML version of Intel roadmap shows 1.4nm CPUs arrive in 2029 – CPU – News – HEXUS

Intel semiconductor machinery partner ASML presented at the IEEE International Electron Devices Meeting earlier this week and raised eyebrows with an edited version of an Intel processor scaling roadmap. Intel originally showed off this roadmap back in September. However, ASML made it rather more interesting by clearing the fog and overlaying the nanometer node sizes alongside corresponding years, spanning 2019 through to 2029.

Above you can see the original Intel roadmap slide from September. Below is the ASML edited version superimposing numerals indicating node sizes. As AnandTech notes, people could have extrapolated these from 2019 10nm+, ++ and so on, themselves - but it is good to see it in 'ink'.

Overall the slides represent the intended return to a two year cadence for Intel manufacturing process node upgrades. It shows we are now at 10nm, as far as Intel is concerned, and we will see 7nm EUV in 2021, 5nm and new features in 2023, 3nm in 2025, 2nm in 2027, and the first time we have seen charted or mentioned with respect to Intel: 1.4nm in 2029. This 1.4nm scale means a processor feature could be as small as the length of 12 silicon atoms in a row.

Between each node will be a yearly iterative + version - a 'tock' following the process 'tick', if you like. Furthermore, every node shows an opportunity to back port new process features to the previous node, shown as ++ versions. This can help maintain a smooth flow of product if there are any production issues going forward.

Overall it looks like Intel and ASML are aiming to keep step with Moore's Law for the next decade but this might be more of an optimistic schedule than a cold hard realistic plan. Indeed, beyond 2023 Intel is still in the path-finding and 'research' mode, notes AnandTech. Meaning that it is still looking at and assessing new materials, new transistor designs, and so on. To get to 5nm and beyond Intel is considering introducing stacked nanowires and 3D wafer stacking, as highlighted in a presentation by Jim Keller this summer, marking the 50th anniversary of Moore's Law. See the slide above, which seems to chronographically correspond to the slides atop of this article.

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ASML version of Intel roadmap shows 1.4nm CPUs arrive in 2029 - CPU - News - HEXUS

These are the unis to study law at if you want to be minted – The Tab

Sorry to break it to you, but if you're studying English or Philosophy or whatever, there's no pot of gold.

Law, on the other hand. Well, for the low low price of one human soul, you will be rewarded handsomely. In fact, you could be raking in up to 60k just five years after graduating.

Law nerds Legal Cheek have ranked the UK's best and brightest law schools by the median earnings of law grads five years after graduating.

Pretend to be shocked: Oxford and Cambridge top the table, with their grads getting over 50k on average.

In a Champions League-places upset, west country minnows Bristol beat Durham, UCL, York, and Warwick into fourth place.

1: Oxford 67,000

2: Cambridge 58,500

3: LSE 44,700

4: Bristol 42,900

5: Durham 42,100

6: Nottingham 41,800

7: Warwick 41,500

8: KCL 39,300

9: UCL 37,500

10: York 36,400

11: Glasgow 35,100

12: Edinburgh 35,000

13: Exeter 34,700

14: Reading 34,200

15: Aberdeen 33,500

16: Leeds 33,200

17: Manchester 32,800

18: Southampton 32,400

19: Birkbeck 32,100

20: Newcastle 31,900

21: East Anglia 31,700

22: SOAS 31,100

23: Strathclyde 31,000

24: Buckingham 30,800

25: Sussex 30,100

26: Queen Mary 29,800

27: Robert Gordon 29,800

28: City 29,400

29: Leicester 29,400

30Brunel 29,100

31: Dundee 29,100

32: Roehampton 28,900

33: Surrey 28,800

34: Oxford Brookes 28,300

35: Birmingham 28,300

36: Cardiff 27,700

37: Kingston 27,400

38: Open University 27,200

39: Bournemouth 27,100

40: Kent 27,000

41: Sheffield 26,700

42: Brighton 26,500

43: Westminster 26,200

44: Canterbury Christ Church 26,100

45: Glasgow Caledonian 26,000

46: Portsmouth 25,600

47: Edinburgh Napier 25,200

48: Essex 25,100

49: Lancaster 24,900

50: Cumbria 24,900

51: Liverpool 24,800

52: Stirling 24,800

53: Buckinghamshire New 24,700

54: Nottingham Trent 24,700

55: Greenwich 24,300

56: Northumbria 24,000

57: West of England 24,000

58: St Marys 23,800

59: Chester 23,400

60: Staffordshire 23,100

61: Hertfordshire 23,100

62: Hull 23,100

63: Anglia Ruskin 23,000

64: Gloucestershire 23,000

65: Plymouth 23,000

66: London South Bank 22,900

67:Southampton Solent 22,900

68: Salford 22,900

69: Keele 22,800

70: Abertay Dundee 22,800

71: Winchester 22,700

72: Coventry 22,500

73: Sheffield Hallam 22,500

74: West of Scotland 22,500

75: Bangor 22,400

76: Croydon College 22,300

77: Leeds Beckett 22,200

78: Liverpool John Moores 22,200

79: West London 22,100

80: De Montfort 22,000

81: Manchester Metropolitan 21,900

82: Aberystwyth 21,900

83: Middlesex 21,500

84: Swansea 21,500

85: South Wales 21,500

86: Sunderland 21,400

87: Northampton 21,300

88: Birmingham City 21,300

89: Lincoln 21,200

90: Derby 21,100

91: East London 20,800

92:Bedfordshire 20,600

93: Teesside 20,500

94: London Metropolitan 20,300

95: Edge Hill 20,100

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These are the unis to study law at if you want to be minted - The Tab

Video: Moore’s Law is Not Dead – insideHPC

Jim Keller is a senior vice president and General Manager of the Silicon Engineering Group (SEG) at Intel Corporation.

In this video from the EECS Colloquium, Jim Keller from Intel presents: Moores Law is Not Dead.

Moores observation has continued to be challenged and questioned. And yet, today hundreds of billions of dollars are being invested in silicon technology that will enable feature sizes just a few atoms wide. To understand this unabated growth in computing, one needs to deconstruct the Moores Law transistor count exponential as the output of numerous individual innovations across the computing stack in silicon process technology, in integrated circuit design, in microprocessor architecture and in software. To take advantage of exponentially growing transistor counts, every layer of the computing stack will continue to be redefined over and over again. While it is true that certain vectors like transistor performance and power are showing diminishing returns, other vectors like transistor architecture, microprocessor architecture, software and new materials are showing increasing returns. The combination of these will continue to make life interesting and challenging for hardware and software designers alike.

Jim Keller is a senior vice president and General Manager of the Silicon Engineering Group (SEG) at Intel Corporation. Jim has more than 20 years of experience in x86 and ARM-based microarchitecture design across a broad range of platforms, including PCs, servers, mobile devices and cars. Before joining Intel, he served as vice president of Autopilot and Low-Voltage Hardware in Tesla. Prior to Tesla, he served as corporate vice president and chief cores architect at AMD, where he led the development of the Zen* architecture. He also previously held the role of vice president of Engineering and chief architect at P.A. Semi, which was acquired by Apple Inc. in 2008. He led Apples custom low power, mobile chip efforts with the original A4 processor that powered the iPhone 4*, as well as the subsequent A5 processor. He holds a bachelors degree in electrical engineering from Pennsylvania State University.

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Video: Moore's Law is Not Dead - insideHPC

Moores Law for weapons? Army research find law-like progression of technologies – ScienceBlog.com

Anticipating the technology and weapon systems of our future Army might not be entirely daunting, new Army research finds.

Trends in the progression of weapon systems from the early crossbowman to a musket to a military tank might help predict our future systems, according to a new study to be published in theJournal of Defense Modeling and Simulation, Towards Universal Laws of Technology Evolution: Modeling Multi-century Advances in Mobile Direct Fire Systems.

A number of law-like regularities are known to apply to both technological and naturally emerging complex systems, said Dr. Alexander Kott, author of the paper and a researcher at the U.S. Army Combat Capabilities Development Commands Army Research Laboratory. Identifying these regularities may help long-range technology forecasting, which this paper illustrates by exploring two systems that might appear 30 years in the future.

Certain performance measures of technological systems often exhibit exponentialand sometimes superexponentialpattern of growth over time, Kott said. A particularly well-known example of such a regularity is Moores Law, which states that a performance measure of a computer chip doubles approximately every two years. Many other technologies follow a similar law of exponential growth.

So-called allometric relations are another class of law-like regularities. Often, a universal relation exists between the scale of the organism and its various attributes, applicable across multiple organisms of widely different scales, Kott said. For example, the Kleibers Law states that for the vast majority of animalsfrom tiny mouse to huge elephantthe organisms metabolic rate scales approximately to the 3/4 power of the organisms mass, and the data for all such organisms fall on the same curve.

This research explores whether a single regularity of technological growth might apply to technologies of widely different scales, over a period of multiple centuries. Kott investigated a collection of diverse weapon systems he describes as the mobile direct-fire systems. These include widely different families of technologies that span the period of 1300-2015 CE: Soldiers armed with weapons ranging from bows to assault rifles; foot artillery and horse artillery; towed anti-tank guns; self-propelled anti-tank and assault guns; and tanks.

Ultimately, this research finds that, indeed, a single, uncomplicated regularity describes the historical growth of this extremely broad collection of systems. Multiple, widely different families of weapon systemsfrom a bowman to a tankfall approximately on the same curve, a simple function of time. Unlike a conventional curve of exponential growth with time, this regularity also depends on the physical scale (specifically, mass) of the technological artifacts. This suggests a general model that unites allometric relations (such as the Kleibers Law) and exponential growth relations (such as the Moores Law).

To my knowledge, no prior research describes a regularity in the temporal growth of technology that covers such widely different technologies, of widely different physical scales, and over such a long period of history, Kott said. However, such a regularity should be taken with a degree of caution. You cannot use it as a design guide. There is a lot more to a good system than a very parsimonious figure of performance we use in our model. Interpretations of the model require care.

This research suggests a possibility that even broader collections of technology families might evolve historically in accordance with what might be called universal laws of technological evolution, and provides related research questions for further investigation.

What I find interesting about the findings of this paper, said Dr. Bruce West, the U.S. Armys chief mathematician, is that from the evolutionary allometric perspective, this is the first set of empirical data that demonstrate the existence of a strongly time-dependent allometric coefficient. I anticipated such time dependency in my earlier papers, and here is a clear empirical confirmation.

Kott muses about this law-like but previously unrecognized trend.

In hindsight, he said, this multi-century, multi-scale regularity may not be all that surprising, but somehow nobody noticed this previously. Perhaps, the future is not a silent mystery. It speaks to us from the past, softly.

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Silicon Valley Chip Makers Add New Twist to Moore’s Law – Toolbox

With the demands of artificial intelligence outpacing Moores Law, a pair of Silicon Valley chip designers are rethinking the architectural approaches for machine-learning applications.

In a sectorwhere smaller has beenbeautiful for decades,can bigger really be better for lowering a chips workload latency?

Designers at thecompanies, Cerebras Systems and Xilinx, used the Hot Chips symposium in Palo Alto, California, last week as the backdrop to their largest product releases, each of which aims to pack more processing power for intensivetechnologies.

To do it, the companies are bucking the trend named for Gordon Moore, the former chief executive of Intel, who observed five decades ago that transistor densities on a microchip double about every two years. While the prediction has guided R&D teams in the intervening years, the limits of physical space on a single chip now are leading designers to explore novel solutions.

Xilinx, based in Palo Alto, is touting its new Virtex Ultra Scale Plusfield-programmable gate array, or FPGA. It possessesnine billion logic cells in a system-on-chip platform that can access 1.5 terabits of memory per second. Built on a 16-nanometerstandard, thechip's 35 billion transistors are larger by 1.6 times the logic density of its previous iteration, the Virtex UltraScale.

To make their designs work,Cerebras and Xilinx both stepped back from the sector's drivetoproduce shorter distances between transistors. From 10 micrometers in 1971, designers have shrunk those lengths to infinitesimal distances to accommodate more integrated circuits on their chips.

Following Moores Law, Koreas Samsung and Taiwans TSMC began producing5nm chips earlier this year, and both companies are working on 3nm designs that could hit the market in 2021. Shortening the distance between circuits shaves processing time, but it alsoraisesissues around quality control in manufacturing and cooling in operations.

The chip's hugesize is aimed mostly at cloud services providers like Amazon Web Services, Microsoft and Google that rent processing power and storage to corporationsand government agencies. While Cerebras saysselect customers are using its chip, it has yet to release details about when the Wafer Scale Engine will be available on the open market.

Xilinx scaled down its latest FGPA from the 20nm standard. Doing so allowed it to forge 2,000 user input-output connections and achieve a per-second transceiver bandwidth of 4.5 terabits. With it, users can implement advanced SoC design architectures or prototype their own, the company says.

To improve time to market, Xilinx offers co-validation that lets users integrate and customize hardware and software designs both before physical parts become available. The feature is part of a development platform for the FPGA that includes de-bugging and visibility tools. The company plans to bring the Ultra Scale Plus to market next year.

According to Open AI, a foundation that works to guide the development of artificial technology, computational resources used to train the most advanced machine-learning algorithms grew by 300,000 times between 2012 and 2018.

The rate means chip makers must redouble their efforts, both traditional and unconventional, to keep pace with demand.

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Silicon Valley Chip Makers Add New Twist to Moore's Law - Toolbox

Intels Jim Keller: Were all building nanowires Intel, TSMC, Samsung – PCGamesN

Intels Jim Keller says that if you think Moores Law is dead and you dont believe in it youre a little delusional. And to make sure that the technology world keeps kicking along with the pace it has done were all building nanowires in the fab.

This new design of transistor sees silicon moving beyond the 3D FinFET transistor design, which our graphics cards and CPUs have been running on since planar transistors died a death, and pushing into the Gate All Around (GAA) era. Weve heard about Samsungs plans for GAA design around the 3nm mark; its already given out the design kit for the upcoming process, making it sure look like Moores Law still has a few nodes left.

Keller has been giving his Moores Law Is Not Dead talk over at Berkeley this week, and the UC Berkeley EECS Events team has live streamed the entire thing over on YouTube and you can catch up on this fascinating, intimate little chat right now. And it basically boils down to a simple if youre not prepared to let Moores Law die then it wont.

We had planar transistors, we went to FinFET, says Keller. Were all building nanowires in the fab. Intel, TSMC, Samsung, everybodys working on it. Theres a really interesting thing while the world thinks Moores Laws dead, the fabs and the technologists think its not and everybodys announced now a 10-year roadmap for Moores Law.

Keller also goes on to describe tasking his engineers with finding a pathway to 100x gate density. They came back all glum because they could only come up to 50x right now, so thats what hes going with

Theyve got clear line of sight to pitch scaling of the eponymous fins of FinFet tech, delivering a 24nm fin pitch, which is about 3x. At this point Keller feels the need to explain that there are still shrinks that can be made, after all, the tip of the fins is still over 100 atoms wide.

So were not running out of atoms, he says. We know how to print single layers of atoms but the fins themselves, theyre mountains.

Then its on to nanowire technology, then stacked nanowire technology, and on to wafer-to-wafer stacking. After that its die-to-wafer stacking because, as Keller says, 3D stacking is going to become more and more important as we build stuff.

His point is that basically, Moores Law is not dead, because theres a whole bunch of people invested in making sure it doesnt happen. John Carmack sure as hell is a smart cookie, but hes not necessarily at the leading edge of semiconductor technology development.

If your idea set says this is going to keep going, and theres a whole bunch of challenges, then I think we will rise to the challenge, says Keller. And Ive seen that over and over. If you think its running out of gas, it will. If you think its not, its not going to. And theres many people in the industry working on this.

So many people have told me computer architecture cant move any further. Really? How many times has it changed over the last thirty years? Like, over and over and over.

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Gemmel Moore’s Mother and Jasmyne Cannick Praise Councilmember Lindsey Horvath for Pushing the Investigation of His Death – WEHOville

LaTisha Nixon, the mother of Gemmel Moore, and JasmyneCannick, who led the campaign for an investigation into his death in 2017 in theLaurel Avenue apartment of Ed Buck, spoke at tonights City Council meeting inpraise of City Councilmember Lindsey Horvath for her help and were dismissiveof Mayor John DAmicos assertion that he and other members of the Council alsohad been pushing for an investigation into the circumstances of Moores death.

Bucks arrest last Tuesday on charges of operating a drug den and on Wednesday on a federal charge of distributing methamphetamine leading to a death brought an end to a more than two-year campaign by Cannick and Nixon and black activists to investigate Bucks involvement in Moores death and in the drug-related death in Bucks apartment in January of this year of Timothy Dean, a 55-year-old black man. However, the arrest, which got nationwide media coverage, has revived criticism of local politicians and District Attorney Jackie Lacey for not more aggressively investigating Buck and has prompted allegations that his donations to election campaigns of Democratic elected officials had bought him some protection.

In a recent op-ed published by WEHOville, Marco Colantonio called on Mayor DAmico and the City Council to acknowledge the effort by Cannick to press District Attorney Jackie Lacey and the L.A. County Sheriffs Department to investigate Bucks involvement in Gemmel Moores death. Lacey initially refused to file charges against Buck, saying that an investigation by the Sheriffs Department didnt turn up sufficient evidence to ensure a conviction.

DAmico, in an apparent response to the pressure, opened tonightsCity Council meeting by asking Cannick to lead with the Pledge of Allegianceand then followed with a speech in which he said: I and my colleagues on theCity Council have been seeking justice and have pressed the L.A. CountyDistrict Attorneys Office for a full investigation. DAmico acknowledged the workof Cannick and of Jerome Kitchen, a young black man who was a friend of Mooresand who had interrupted several city meetings to demand that action be taken ininvestigating Buck.

In her comments before the Council, Cannick focused onLindsey Horvath. I came down here today because I want to publicly thankLindsey Horvath, she said. I dont know about the rest of you, she said,referring to the other City Council members, but you (Horvath) stood with us.

I also want to thank the people of West Hollywood whowere (Bucks) neighbors and made sure to let us know what was going on at alltimes, Cannick said, a reference to alerts from others in and near Bucksapartment at 1234 N. Laurel Ave. about the arrival at Bucks apartment of youngblack men, some of whom who Buck has solicited on the Adam4Adam.com gay sexsite. An affidavit filed with the criminal complaint against Ed Buck in U.S.District Court on Wednesday identifies 10 young black men who have claimed tohave had drug-related sexual encounters with Buck in his apartment.

LaTisha Nixon began her comments to the City Council by saying: Mayor, I do want to thank you for the $25 donation to my sons funeral, a somewhat caustic response to the fact that DAmico has declined to redirect Ed Bucks contributions to his election campaigns to the Justice 4 Gemmel + All of Ed Bucks Victims fund, which Cannick has said will help with legal costs as well as supporting the family of Gemmel Moore and all of Ed Bucks victims.

DAmicos initial election to the Council in 2011 came withthe support of Buck, an animal rights activist, based on DAmicos pledge topush for a fur sales ban in West Hollywood. Buck has donated a total of $1,000to DAmicos 2011 and 2015 election campaigns. Buck also has donated over$500,000 to a political action committee called the Animal PAC, which is saidto have campaigned in favor of DAmico along with many other local, state andfederal Democratic Party candidates.

Speaking to Horvath, Nixon said: I want to thank you fromthe bottom of my heart, the bottom of my familys heart I want to thank youfor believing us for stepping out and advocating for us.

Nixon also criticized Councilmember John Duran, who was on vacation to celebrate his birthday and wasnt present at tonights Council meeting, for his controversial response to her request at an Aug. 21 City Council meeting that law enforcement grant immunity to prosecution to sex workers who were willing to testify about their interactions with Buck. At that meeting, Duran warned that such testimony would make the sex workers vulnerable to prosecution for prostitution or drug use. Horvath responded that she had asked the District Attorneys Office to grant such immunity, which it did.

While the City Council has been criticized for not speaking out about the deaths in Bucks apartment, in fact, it did issue a statement in January, after the death of Timothy Dean, saying it has requested a full investigation by the Los Angeles County Sheriffs Department. At several meetings Council members also have questioned Capt. Edward Ramirez of the West Hollywood Sheriffs Station about the status of the Buck investigation.

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Gemmel Moore's Mother and Jasmyne Cannick Praise Councilmember Lindsey Horvath for Pushing the Investigation of His Death - WEHOville

Revisiting Douglas Moore’s anti-gay rhetoric on Council – Washington Blade

Former D.C. Council member Douglas E. Moore died Aug. 2. (Photo via Twitter)

Former D.C. Council member Douglas E. Moore, a Methodist minister who in 1977 referred to gay activists as fascist faggots and who emerged as an outspoken opponent of a bill to protect gays and lesbians from discrimination, died Aug. 2 at a hospital in Clinton, Md. He was 91.

His wife, Doris Hughes-Moore, told the Washington Post the cause of death was complications associated with Alzheimers disease and pneumonia.

Moore won election to an at-large D.C. Council seat in 1974 during the citys first election under its home rule government approved by Congress in the early 1970s. Similar to several other D.C. Council members elected that year, Moore had been an active participant in the African-American civil rights movement in the 1960s.

However, unlike nearly all of his Council colleagues during the first four years of the citys home rule government who were strong supporters of the gay community, Moore emerged as an outspoken opponent of gay rights, including gay rights legislation pending before the Council.

In 1977, when the D.C. Human Rights Act was being considered by the Council, Moore led a campaign to delete the category of sexual orientation from the legislation. His opposition to including that category, which was defined as covering gays, lesbians, and bisexuals, came shortly after singer Anita Bryant led a widely publicized campaign in Dade County, Fla., to repeal by voter referendum an existing gay rights law in that jurisdiction, which succeeded in securing repeal of the law.

In D.C., the Council approved its Human Rights Act in 1977 with the sexual orientation protection included by a wide margin, with Moore and just one other Council member voting no.

Moores talk about organizing a possible referendum to repeal the gay rights provision similar to the Dade County vote prompted LGBT activists to help pass an amendment to the D.C. City Charter that bans initiative or referendum votes on laws that protect the human rights of D.C. residents.

A little over 30 years later, that D.C. charter provision was used to successfully prevent anti-LGBT advocates from placing D.C.s same-sex marriage law on the ballot in 2009.

Meanwhile, to the surprise of LGBT activists, Moore didnt immediately speak out against a 1976 resolution approved unanimously by the D.C. Council declaring Gay Pride Day on the same day as Fathers Day.

But in September 1977, when asked by Washington Post columnist Milton Coleman about how he was on record of voting with his fellow Council members for the Gay Pride resolution, Moore said it was a mistake and he didnt intentionally support the resolution. Coleman said Moore vowed to block such a resolution from passing again.

Unless they pass it when Im dead, cripple or paralyzed, there wont be no more Gay Pride Days in Washington, D.C., Coleman quoted him as saying.

The next year, in 1978, Moore ran for the position of D.C. Council chair while continuing to express his opposition to what he called the three Gs gays, gambling and grass (marijuana), as Coleman quoted him as saying.

To the strong relief of LGBT activists, then D.C. Council member Arrington Dixon (D-Ward 4), a strong LGBT rights supporter, beat Moore in the race for Council chair by a wide margin.

Dixons decisive victory over Moore ended overt homophobia as a viable political tactic in D.C. elections, said Craig Howell, former president of the D.C. Gay and Lesbian Activists Alliance.

Moore ran and lost three subsequent bids for D.C. Council seats after his loss to Dixon in 1978. He ran and lost his race for mayor in 2002.

Longtime D.C. and Ward 8 community activist Phil Pannell said Moore had a change of heart in his years out of politics when he came to support the right of LGBT people to be free from discrimination.

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Revisiting Douglas Moore's anti-gay rhetoric on Council - Washington Blade

Paul Hollywood’s brother-in-law Simon Moores and David Hockings killed in ‘unexplained’ plane crash – Birmingham Live

The cause of a plane crash in northern Spain in which two British pilots died will remain unexplained, a coroner has concluded.

Simon Moores - who was the brother-in-law of Bake Off star Paul Hollywood - and David Hockings died in the crash in January.

Their plane hit a mountain in Errezil near the Spanish coast amid dense fog, Mr Moores's inquest in Kent heard on Wednesday.

Coroner Ian Goldup read evidence from Spanish witnesses, one of whom had been walking on Mount Hernio at the time and heard the impact.

Mr Moores, 62, from Kent, and Mr Hockings, from Sussex, had been flying from Cascais in Portugal to Hondarribia airport on January 9 when their light plane crashed.

He posted pictures during the flight on his Twitter account, looking down on the Spanish mountains.

The inquest was unable to establish why the British-registered Piper plane collided with Mount Hernio.

The coroner cited the "dense fog" that had covered the mountain on the day in question, but was unable to say why the plane went down.

Mr Goldup said: "We do not know whether there was an engine problem, whether it was mechanical.

"We do not know why the accident occurred."

He said that despite the lack of clarity as to why the crash happened, the inquest was "probably the end" unless Mr Moores's family decides to pursue civil action in Spain.

Mr Goldup returned a conclusion of "unascertained" death on Mr Moores.

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Paul Hollywood's brother-in-law Simon Moores and David Hockings killed in 'unexplained' plane crash - Birmingham Live

Kenya Moore’s Breakup With Hubby Marc Caught On ‘RHOA’ Cameras – Radar Online

Kenya Moore and her husband Marc Daly got into an explosive fight while RHOA cameras were rolling and that led to their split, RadarOnline.com exclusively learned.

Kenya aggressively confronted Marc at an event he was hosting, and Bravo was filming, an insider snitched to Radar about an event at the Wimbish House that was filmed for The Real Housewives of Atlanta on Sept. 17. The charity event for Black Man Lab was hosted by Marc.

The insider told Radar why she was so angry at her husband.

Marc told Evas [Marcille] husband that he is tired of Kenyas s**t, the source spilled.

He called her an attention whore.

The insider told Radar that Marlo Hampton overheard Marc talking to Evas husband and she told Cynthia Bailey, NeNe Leakes and Eva about the conversation, which Kenya overheard.

The source said that Kenya was furious with her husbands words and their ugly confrontation was caught on camera.

Marc just doesnt want to be on TV. It is plain and simple, the insider told Radar.

Kenya was shouting all sorts of threats at Marc and the cameras kept rolling.

Their troubled relationship was not a surprise to the insider.

It has been coming ever since she started filming again. Marc doesnt return her calls, he doesnt come to Atlanta, doesnt see their baby. It is all very upsetting to Kenya.

Scroll through the gallery for exclusive details of Kenyas troubled marriage.

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Kenya Moore's Breakup With Hubby Marc Caught On 'RHOA' Cameras - Radar Online