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This Machine Learning Infrastructure as a Service report strategically examines the micro-markets and sheds light on the impact of technology upgrades on the performance of the Machine Learning Infrastructure as a Service market. The Machine Learning Infrastructure as a Service report presents a broad assessment of the market and contains solicitous insights, historical data, and statistically supported and industry-validated market data. The Machine Learning Infrastructure as a Service report offers market projections with the help of appropriate assumptions and methodologies. The Machine Learning Infrastructure as a Service research report provides information as per the market segments such as geographies, products, technologies, applications, and industries.

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Key vendors engaged in the Machine Learning Infrastructure as a Service market and covered in this report: Amazon Web Services (AWS), Google, Valohai, Microsoft, VMware, Inc, PyTorch

Segment by Type Disaster Recovery as a Service (DRaaS) Compute as a Service (CaaS) Data Center as a Service (DCaaS) Desktop as a Service (DaaS) Storage as a Service (STaaS)Segment by Application Retail Logistics Telecommunications Others

The Machine Learning Infrastructure as a Service study conducts SWOT analysis to evaluate strengths and weaknesses of the key players in the Machine Learning Infrastructure as a Service market. Further, the report conducts an intricate examination of drivers and restraints operating in the Machine Learning Infrastructure as a Service market. The Machine Learning Infrastructure as a Service report also evaluates the trends observed in the parent Machine Learning Infrastructure as a Service market, along with the macro-economic indicators, prevailing factors, and market appeal according to different segments. The Machine Learning Infrastructure as a Service report also predicts the influence of different industry aspects on the Machine Learning Infrastructure as a Service market segments and regions.

Researchers also carry out a comprehensive analysis of the recent regulatory changes and their impact on the competitive landscape of the Machine Learning Infrastructure as a Service industry. The Machine Learning Infrastructure as a Service research assesses the recent progress in the competitive landscape including collaborations, joint ventures, product launches, acquisitions, and mergers, as well as investments in the sector for research and development.

Machine Learning Infrastructure as a Service Key points from Table of Content:

Scope of the study:

The research on the Machine Learning Infrastructure as a Service market focuses on mining out valuable data on investment pockets, growth opportunities, and major market vendors to help clients understand their competitors methodologies. The Machine Learning Infrastructure as a Service research also segments the Machine Learning Infrastructure as a Service market on the basis of end user, product type, application, and demography for the forecast period 20222030. Comprehensive analysis of critical aspects such as impacting factors and competitive landscape are showcased with the help of vital resources, such as charts, tables, and infographics.

This Machine Learning Infrastructure as a Service report strategically examines the micro-markets and sheds light on the impact of technology upgrades on the performance of the Machine Learning Infrastructure as a Service market.

Machine Learning Infrastructure as a Service Market Segmented by Region/Country: North America, Europe, Asia Pacific, Middle East & Africa, and Central & South America

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Machine Learning Infrastructure as a Service to Witness Huge Growth by 2031 Designer Women - Designer Women

Babies can help unlock the next generation of artificial intelligence (AI), according to Trinity College neuroscientists and colleagues who have just published new guiding principles for improving AI.

The research, published today [Wednesday 22 June 2022 ] in the journal Nature Machine Intelligence, examines the neuroscience and psychology of infant learning and distils three principles to guide the next generation of AI, which will help overcome the most pressing limitations of machine learning.

Dr Lorijn Zaadnoordijk, Marie Skodowska-Curie Research Fellow at Trinity College explained:

Artificial intelligence (AI) has made tremendous progress in the last decade, giving us smart speakers, autopilots in cars, ever-smarter apps, and enhanced medical diagnosis. These exciting developments in AI have been achieved thanks to machine learning which uses enormous datasets to train artificial neural network models. However, progress is stalling in many areas because the datasets that machines learn from must be painstakingly curated by humans. But we know that learning can be done much more efficiently, because infants dont learn this way! They learn by experiencing the world around them, sometimes by even seeing something just once.

In their article Lessons from infant learning for unsupervised machine learning, Dr Lorijn Zaadnoordijk and Professor Rhodri Cusack, from the Trinity College Institute of Neuroscience, and Dr Tarek R. Besold from TU Eindhoven, the Netherlands, argue that better ways to learn from unstructured data are needed. For the first time, they make concrete proposals about what particular insights from infant learning can be fruitfully applied in machine learning and how exactly to apply these learnings.

Machines, they say, will need in-built preferences to shape their learning from the beginning. They will need to learn from richer datasets that capture how the world is looking, sounding, smelling, tasting and feeling. And, like infants, they will need to have a developmental trajectory, where experiences and networks change as they grow up.

Dr. Tarek R. Besold, Researcher, Philosophy & Ethics group at TU Eindhoven, said:

As AI researchers we often draw metaphorical parallels between our systems and the mental development of human babies and children. It is high time to take these analogies more seriously and look at the rich knowledge of infant development from psychology and neuroscience, which may help us overcome the most pressing limitations of machine learning.

Professor Rhodri Cusack, The Thomas Mitchell Professor of Cognitive Neuroscience, Director of Trinity College Institute of Neuroscience, added:

Artificial neural networks were in parts inspired by the brain. Similar to infants, they rely on learning, but current implementations are very different from human (and animal) learning. Through interdisciplinary research, babies can help unlock the next generation of AI.

For more information:

http://www.tcd.ie/neuroscience

http://www.cusacklab.org

http://www.tarekbesold.com

ends/

Nature Machine Intelligence

Experimental study

People

Lessons from infant learning for unsupervised machine learning

22-Jun-2022

Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.

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Are babies the key to the next generation of artificial intelligence? - EurekAlert

Leftist filmmaker Michael Moore voiced an extremist attack on the Second Amendment on Tuesday during an MSNBC segment.

The progressive activist went well beyond standard Democratic campaign rhetoric with regard to firearms.

Moore claimed: Its time to repeal the Second Amendment.

The Hollywood eliteblasted the Democratic Party for refusing to openly condemn the constitutional right.

Moore said he believes that the founding fathers of the United States would have written the Second Amendment differently if they were aware of future firearm technology.

Moore called for a moratorium, perhaps on gun sales.

Is it time to repeal the Second Amendment?

Yes: 1% (3 Votes)

No: 99% (348 Votes)

We are a violent people to begin with, Moore said.

This country was birthed in violence with the genocide of the native people at the barrel of a gun. This country was built on the backs of slaves with a gun to their backs, to build this country.

Moores extremist vision of gun control is generally eschewed by the mainstream Democratic Party, at least in rhetoric.

Democratic messaging usually emphasizes gun safety.

Moore continued, I support all gun control legislation, not sensible gun control. We dont need the sensible stuff. We need the hardcore stuff.

The filmmaker has called for a repeal of the Second Amendment for years.

He has advocated a proposed 28th Amendment to replace the provision, enshrining the primary right of all people to be free from gun violence through draconian gun control measures.

In 2018 then-retired Supreme Court Justice John Paul Stevens also called for a full repeal of the Second Amendment restricting firearms to the government.

Gun violence with semiautomatic rifles is rare, compared to shootings with handguns, which are legal in every American state.

FBI crime statistics revealed that 7,105 Americans were killed with handguns in the year 2016, whereas 374 were killed with rifles.

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'It's Time to Repeal the Second Amendment': Fanatic Leftist Demands ...

BIGGER THAN HELLER The Supreme Courts 6-3 decision today to strike down New Yorks century-old gun law was probably the most significant expansion of gun rights from the Supreme Court in the countrys history, says Michael Waldman, the author of The Second Amendment: A Biography, which was cited in Justice Stephen Breyers dissent, and the president of the Brennan Center for Justice at NYU Law.

The decision stripped local officials of broad authority to deny permits to gun owners who want to carry weapons outside of their home for almost any reason. The ruling is also set to nullify laws in a handful of other states that have similarly strong concealed-carry licensing laws.

To break down the rulings impact, Nightly called Waldman. This conversation has been edited.

I think your initial reaction on Twitter really captured how big of a deal you feel this is.

In its practical impact, it will be bigger than Heller. And its not just the New York law, but what it does and will do to gun laws of all kinds, all across the country.

What it really means is that the NRA and gun rights advocates will be in court tomorrow, challenging hundreds of gun laws all across the United States.

It will be very hard for states and cities and Congress to know what is allowed right now. What kind of regulation of firearms is even constitutional? The court did not offer clarity here.

Are there particular regulations that you see as now at risk?

Any kind of gun regulation can be challenged now. If you look at what kinds of things were upheld in the past decade, there were bans on assault weapons, there were background check requirements, there were restrictions on magazines and ammunition. Anything that states did in the last 12 years, which was upheld by the courts federal courts and state courts upheld about 90 percent of the gun laws that were challenged since they said: Yes, its an individual right, were taking that right very seriously. Were balancing it against public safety. And 90 percent of the time they were upheld.

Clarence Thomas and the other Supreme Court justices have now said: You all did it wrong. Youre not supposed to weigh public safety in that way. Youre supposed to look for analogies in history.

So more legal challenges for existing gun laws are coming because of todays ruling?

There are going to be dozens of lawsuits challenging existing laws. Judges are going to scratch their heads and try to figure out what history and tradition means in this context. This was a 100-year-old law. That sounds like history and tradition to me.

It will be much harder for states and cities and even the federal government to know what theyre allowed to do.

How will gun safety advocates respond to this ruling?

Because New York doesnt allow the concealed carrying of these weapons, but now will have to in some respects allow it, they can and will try to limit the carrying of those weapons from sensitive places like the subway, like schools, like Times Square. Im sure they will look at what kind of requirements for getting a license training, background checks, insurance, that kind of thing since now, many more people will have access to these licenses.

Are you at all concerned about the constitutionality of the gun legislation senators are working to pass in Congress?

I dont know that theres any concern. Its just that it was clearly constitutional yesterday. Now theyre going to have to look at it again.

Welcome to POLITICO Nightly. Reach out with news, tips and ideas at [emailprotected]. Or contact tonights author at [emailprotected] or on Twitter at @MyahWard.

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Jan. 6 hearing reveals multiple House Republicans sought pardons after Capitol riot: Days after Jan. 6, 2021, Republican lawmakers who strategized with former President Donald Trump asked top White House officials to help arrange for pardons, according to testimony released today by the select panel investigating the Capitol attack. Several top Trump White House aides at the time described outreach from several lawmakers seeking clemency: Reps. Andy Biggs (R-Ariz.), Louie Gohmert (R-Texas), Scott Perry (R-Pa.), Marjorie Taylor Greene (R-Ga.) and Matt Gaetz (R-Fla.). Additionally, according to the former Trump aides testimony, Rep. Mo Brooks (R-Ala.) sent an email on Jan. 11, 2021, asking for all-purpose pardons for every lawmaker who objected to electoral votes from Arizona and Pennsylvania.

New York lawmakers scramble to counteract SCOTUS gun ruling: Minutes after the release of the opinion, Gov. Kathy Hochul vowed to call state lawmakers back into session, and City Council announced it would pass a resolution seeking Albanys help. Broad plans include tightening the firearm-permitting process, empowering private businesses to ban weapons and deeming swaths of the state gun-free zones.

DOJ searches home of ex-official who aided alleged pro-Trump coup: Law enforcement officials searched the Virginia home of former top Justice Department official Jeffrey Clark, according to his employer and former Trump administration colleague. Russ Vought, who served as Trumps White House budget director and now works with Clark at the Center for Renewing America, tweeted that on Wednesday more than a dozen DOJ law enforcement officials searched Jeff Clarks house in a pre dawn raid, put him in the streets in his pjs, and took his electronic devices.

Senate clears major hurdle toward passing gun safety bill: The Senate took a critical step today on the bipartisan gun safety legislation, clearing the way for a passage vote no later than the end of the week. In a 65-34 vote, 15 Republicans joined all Senate Democrats in moving forward. Majority Leader Chuck Schumer said the Senate could pass the final bill as soon as today with GOP cooperation.

Republicans launch super PAC to stop Greitens in Missouri: The group, called Show Me Values, is set to start running TV advertisements targeting disgraced former Gov. Eric Greitens, beginning Friday. Greitens is running in their upcoming Missouri Senate primary. The outfit is set to air more than $1 million worth of commercials through the end of June, and a person involved with the organization said it planned to remain involved in the race up until the Aug. 2 primary. Top Republicans have spent much of the last year expressing deep concerns about Greitens, who stepped down as Missouri governor in 2018 amid allegations that he sexually assaulted his hairdresser. Polls have consistently shown Greitens ahead his primary rivals, including state Attorney General Eric Schmitt, Rep. Vicky Hartzler and Rep. Billy Long.

Education Department unveils Title IX rule boosting protections for transgender students: Education Secretary Miguel Cardona unveiled his plan today to codify safeguards for transgender students and overhaul the Trump-era version of the rule that mandates how schools must respond to sexual misconduct complaints. The proposal would ban all forms of sex discrimination, including discrimination based on sex stereotypes, sex characteristics, pregnancy or related conditions, sexual orientation and gender identity. It is unclear how the rule would apply to athletics.

UKRAINES NEXT TOP SPY You think you know someone, and then Russia invades your country and your childhood friend turned top intelligence official flubs it and some of his senior spies flee their posts, apparently helping the Kremlins forces avoid landmines and direct its attack aircraft to blast your cities.

President Volodymyr Zelenskyy isnt getting a lot of sleep these days, and the man he appointed to lead Ukraines domestic intelligence and security agency cant be helping matters. Ivan Bakanov his friend from way back who once ran his entertainment company and then his presidential campaign is on thin ice in Kyiv, writes Christopher Miller.

Zelenskyy is looking to replace Bakanov, who now runs Ukraines spy agency, with someone more suitable to serve as the wartime chief of the Security Service of Ukraine (SBU), according to four officials close to the president and a Western diplomat who has advised Kyiv on reforms needed to revamp the SBU.

Some said the old friends rarely speak these days, save for government business. Ensuring a smooth transition may be tricky with the war still raging, with one official telling POLITICO that Zelenskyy is worried about the optics of sacking someone from his inner circle. For now, much of the SBUs daily operations are being run from the presidential office and people still in good graces of Zelenskyy and his chief of staff, Andriy Yermak.

BIDENS LATIN AMERICA JUGGLING ACT The election of guerilla-turned-politician Gustavo Petro as the first leftist president of Colombia last weekend marked a historic turn for the Latin American nation. It could become a historic headache for President Joe Biden as well, writes Sabrina Rodriguez.

Petros leftist politics poses new hurdles for the U.S., as it holds the potential to rearrange the two countries longstanding alliance that has garnered bipartisan support for decades. He has sought to reestablish diplomatic ties with Venezuelas authoritarian regime, which the Biden administration does not recognize. Hes criticized a decadeslong partnership with the U.S. on the forced eradication of coca, the base ingredient of cocaine, and the extradition of drug cartel leaders. Hes also suggested cutting oil exploration at a time Biden has asked nations to produce more.

His election has sparked uproar among conservatives and some moderates in the U.S. But for now, Biden administration officials appear to be taking a cautious approach, looking for points of shared interest. In a call to Petro on Tuesday, 48 hours after his victory, Biden congratulated him and Francia Mrquez, a longtime environmental activist who will become the countrys first Black vice president. Biden welcomed the opportunity to discuss bilateral security and counternarcotics cooperation, according to a White House readout.

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The number of adults who use Juul vapes, according to an estimate by University of Michigans Tobacco Research Network Director Cliff Douglas. The FDA today ordered Juul to take all of its vapes off the market. Juul said it plans to litigate the order.

An image of John Eastman, left, and Rudy Giuliani is displayed on a screen during the third Jan. 6 hearing on June 16, 2022. | Tom Brenner-Pool/Getty Images

JOHN EASTMANS CRIMINAL EXPOSURE IS REAL Few people have gone from relative obscurity to public pariah as quickly as Eastman. A year and a half ago, he was an oddly dressed rally speaker fulminating about imaginary voter fraud. He stood on the same stage as Trump before a crowd in Washington that included many who would go on to take part in the siege of the U.S. Capitol. The former Trump adviser now finds himself in the deeply uncomfortable but well-deserved position of being one of the most reviled lawyers in America. And, if the Jan. 6 committee has its way, hell be the target of a criminal investigation for his central role in what committee chair Rep. Bennie Thompson (D-Miss.) described as an attempted coup, writes Ankush Khardori.

Before November 2020, Eastman was a lawyer comfortably situated in the constellation of conservative legal institutions and media outlets. A former clerk for Judge J. Michael Luttig and Justice Clarence Thomas, Eastman was a professor and onetime dean of the law school at Chapman University who was prominently affiliated with the Federalist Society, the National Organization for Marriage, the Public Interest Legal Foundation and the Claremont Institute. His rsum may imply some semblance of seriousness, but prior to his presidential transition shenanigans, Eastmans best known piece of legal analysis was an op-ed questioning Kamala Harris eligibility to be vice president that was such obvious and detestable junk that the outlet that ran it had to apologize.

Viewers of the Jan. 6 House select committees hearings could be forgiven for thinking the clearest case of criminal misconduct is being made against Eastman and that perhaps proving his guilt is the best path toward implicating Trump.

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The expanding Second Amendment- POLITICO - POLITICO

Biden: 'The Second Amendment is not absolute'

President Joe Biden said Wednesday that the Second Amendment is not absolute as he called for new limitations on guns in the wake of this weeks massacre at a Texas elementary school. (May 25)

AP

The Second Amendment must be understood in the context of the time it was proposed. A single shot, muzzle-loading weapon that took more than 60 seconds to arm is quite different from a weapon of war designed not just to kill but to obliterate the victim.

A wide-open frontier with dangers from the British and other groups attacking, and the necessity for hunting to feed a family is quite different from our current reality. An environment in which a "standing militia" was needed to provide immediate defensive protection is quite different from today's reality of police departments, National Guard units and a large standing military.

Landmark gun ruling: Supreme Court strikes down New York gun law, making it easier for Americans to carry handguns

The first 10 Amendments, the so-called Bill of Rights, each had historical antecedents causing many to raise issues that would prevent the approval of the Constitution. Madison worked hard to formulate them and ultimately the document went into effect. There is nothing sacred about anything in the Constitution. Imperfect humans, trying to do the best they could, created a government on paper. No one has the absolute right to own any weapon they want. The good of "The People" supersedes any individual's desires to have what they please.

Jerry Ragan, Eugene

Two days after the massacre of 19 children and two teachers in Uvalde, Sen. Ted Cruz was asked by a British reporter as to why there are so many mass shootings in America. Cruz just walked away without answering.

The answer is obvious. America has the Second Amendment and no other Western country has an equivalent in its constitution. Meanwhile, America continues to have its all too frequent mass killings while the rest of the world rarely experiences such tragedies.

Bipartisan gun deal: Gun safety bill clears key procedural hurdle, setting up final vote in Senate

It is painfully clear that the Second Amendment provides an impenetrable buffer against any sensible gun control legislation. The NRA has basically unfettered license to sell any weapons to anybody reaping huge profits. Our politicians, mostly Republicans, hide behind the Second Amendment to justify their stance in blocking any sensible gun laws, and, at the same time, have their hand-out accepting sickening amounts of campaign money from the NRA.

The only way we will ever curb this utterly predictable carnage in our society is to repeal the Second Amendment or at least revise it to permit some weapons under certain conditions. Are we willing to do this? Sadly, the alternative is more of the same Only in America.

Geoff Colvin, Eugene

Gun safety law, what a farce. There is nothing different about guns, ammo, etc. The mental health component just reinforces the NRA stance that it is crazy people who kill people, not guns. This is not progress, but a slap in the face to the victims and their families.

Don French, Eugene

To, provide for the common defense is in the preamble of U.S. Constitution, listed as one of the six reasons why, in 1783, the Constitution was written.

Common defense is what the militia did in those days, and the need for a a well-regulated militia was why the Second Amendment was added in 1791.

The confusion comes in the last line, which says, to keep and bear arms, shall not be infringed. To bear arms? In 1791, arms were borne by the militia. To keep arms? In 1791, arms were kept in the armory of the militia.

Arms manufacturers and sellers have become wealthy with the help of the Supreme Court mis-reading in 2008 of the 27 words of the Second Amendment. Its mis-reading it to mean that it was talking about individual rights, not the militia. That mis-reading has also been central in the gun related death of more than 30,000 people every year from suicide, accident and murder.

We must start thinking of gun ownership the way we think of smoking cigarettes in public places: considered reprehensible by almost everyone. Only then can enough like-minded politicians be elected and a solution to the gun problem be found.

Lionel Youst, Coos Bay

Based upon the criteria that you dont destroy what you love or lie to those you respect, Fox News has demonstrated its complete and utter contempt for the truth, our country and its own viewers by refusing to air the first Jan. 6 hearing. To think that anybody would consider it a viable source of information after that is mind boggling.

David Hixson, Springfield

Read the rest here:
2nd Amendment gun laws draw strong letters from readers - The Register-Guard