Archive for October, 2022

Election 2022: What to know about constitutional amendments – WyoFile

Wyoming voters will decide the fate of two constitutional amendments in Novembers general election. One proposes to change the retirement age for certain judges, while the other would allow municipalities to invest in stocks in the same manner the state does.

Changing the Wyoming Constitution involves a lengthy process originating with the Legislature. Both amendments began as legislation and received the required two-thirds supermajority in both the House and the Senate. That move sent them to the ballot for voter consideration.

Cities, counties and towns currently have the ability to make low-risk, fixed income investments, such as certificates of deposit, federal agency bonds and U.S. Treasurys.

If voters approve Amendment A, those municipalities would have the option to invest in equities, like the stock market, just as the state does.

Rep. Pat Sweeney (R-Casper) brought a bill to the Legislature earlier this year to get the amendment on the ballot. He introduced the legislation following the sale of Wyoming Medical Center, for which Natrona County received more than $100 million. The Board of County Commissioners then agreed to invest those funds rather than spend them.

However, because the countys investment options are limited, the funds are yielding very minimal returns, according to Paul Bertoglio, a Natrona County Commissioner and proponent of the amendment. If properly invested and managed for long-term returns, the funds could provide additional revenue for local governments without any additional taxes, he said. With decreases in coal and oil and gas production, Bertoglio expects the state to be under increasing pressure to cut, including funding for local governments.

At some point, theyre going to have no choice but to start cutting back what they give us, and that is the value of this it gives us an independent revenue stream that offsets some of those cuts, he said.

The Wyoming County Commissioners Association has endorsed the amendment, but with the expectation that the Legislature will create rules requiring long-term investing by municipalities be done by professional portfolio managers instead of local officials.

The Wyoming County Treasurers Association, meanwhile, opposes the amendment.

The volatility of the market means that losses are inevitable, and county treasurers believe any loss of the funds entrusted to us is unacceptable, the association wrote in an open letter to the public.

While investing in equities would indeed provide higher yields, it would also come with unacceptable risk, according to the treasurers.

The investment of public funds is rooted in a system of trust, and we are very aware of your expectations. To that end, the safety of your money should be the priority, over yield and other political considerations, the letter stated.

The amendment mirrors one from 2016 that granted the state the ability to invest in equities.

The second amendment on the ballot faces no apparent, organized opposition.

If approved by voters, Amendment B would change the required retirement age for Wyoming Supreme Court justices and district court judges from 70 to 75.

Mandatory judicial retirement at age 70 has resulted in the loss of many eminently qualified Justices and Judges in Wyoming, according to a fact sheet from the Wyoming Judicial Branch. If the mandatory retirement age were extended, not only could these members of the judiciary continue to meaningfully contribute to the law in Wyoming, longer service would also result in a net savings for the state.

Wyoming is one of 17 states that has a mandatory judicial retirement age of 70, according to the fact sheet.

As a Judiciary Committee bill in the Legislature, the proposal faced little opposition. In the House, it passed third reading 54-5 with one excused. In the Senate, it passed 20-10.

Sen. Tom James (R-Green River) voted against the amendment because he opposes extending appointments for any position which has decisions over the peoples Constitutional rights, he wrote in an email to WyoFile. He added that he believes judges should be elected, not appointed.

Since 2000, some 20 constitutional amendments have appeared on the ballot in Wyoming, according to secretary of state records. Twelve of those were approved, including one in 2012 guaranteeing citizens the right to make their own healthcare decisions, which is now at the center of a lawsuit involving Wyomings abortion trigger law. The other eight amendments were defeated by voters. Early voting in Wyoming is currently underway. The general election is Nov. 8.

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Election 2022: What to know about constitutional amendments - WyoFile

Supreme Illegitimacy – The Regulatory Review

A terrible trio of Supreme Court cases from last term illustrates the need for judicial reform, which can occur through several options.

In a single week in June 2022, at the close of its last term, the U.S. Supreme Court undermined its own political legitimacy through three decisions: New York State Rifle & Pistol Association v. Bruen, Dobbs v. Jackson Womens Health Organization, and West Virginia v. Environmental Protection Agency. Each of these decisions strikes at a core justification for any government: the need to protect the lives of its people.

Conservative and liberal political theories of different stripes agree that a foundational purpose of government is to preserve the lives and assure the safety of its citizens. They agree that government is justified by the need to preserve civil order through law, ideally through democratic processes, to protect the unalienable right to life.

Protecting the right to life is a primary justification for the consent of citizens to the authority of government in the social contract tradition of Hobbes, Locke, and Rousseau, which informed revolutions establishing democratic republics in the United States and Europe. Since then, long-standing questions have persisted about whose lives matter and who counts as citizens. A foundational principle, however, remains that government must protect the right to life of its citizens to remain politically legitimate.

For this reason, it is shocking to see the Supreme Court acting contrary to the right to life of millions of Americans with respect to gun safety, reproductive health, and climate damage. The Courts self-inflicted political illegitimacy demands immediate reform.

To begin with some conceptual background, legitimacy is an essentially contested concept in social theory. For purposes here, one can distinguish the following kinds of legitimacy: legal legitimacy, empirical political legitimacy, and substantive political legitimacy.

Legal legitimacy refers to whether the enactment of laws and their application follow agreed standards of rationality and interpretation. The frequent and arbitrary interference of an authoritarian leader in particular cases, for example, would void legal legitimacy.

Empirical political legitimacy refers to whether citizens in a specific government believe law-making and law-applying processes accord with their fundamental values, including, for example, following democratic procedures and trusting judges to act fairly.

Substantive political legitimacy refers to whether a legal and political system adheres to a minimum standard of moral coherence and normative justification of political authority. A regime that deprives a large mass of its citizens of vital rights loses this kind of legitimacy.

Owing to its decisions at the end of its last term, the Supreme Court has lost legitimacy along all three dimensions. Most decisively, the Court has lost its substantive political legitimacy by preventing the government from protecting the right to life of millions of Americans against gun violence, reproductive health risks, and degenerative climate consequences.

My argument that the Court has wrongly decided these cases is not simply a legal or constitutional one. It is an argument based in political and democratic theory that the current Court has lost its substantive political legitimacy, thus mandating its structural reform.

The first instance of the Courts misfiring came in New York State Rifle & Pistol Association v. Bruen. The Court in this case overturned a century-old New York state gun licensing statute through an expansive interpretation of the Second Amendment. In an earlier decision, District of Columbia v. Heller, the Court had previously struck down a law that prohibited the possession of handguns in the home as a violation of the Second Amendment. But in Bruen, the Court went further to require any gun licensing regime to give citizens a right to meet objective criteria to carry a gun in public.

Purportedly grounded in history, Justice Clarence Thomass majority opinion in fact flies in the face of hundreds of years of the government regulating dangerous weapons to keep people safe in their homes, on the streets, in their schools, and in their workplaces. Thomas argues that the Second Amendment enshrines an individual right to carry arms following a tradition going back to the first kings of England. The true history shows a gradual empowering of the state to restrict the public carry of weapons. As one historian explains, Thomass opinion is rambling and adopts an almost childlike caricature of historical method.

More than the bad history and bad law, Bruen is politically illegitimate because of its predictable consequences. It will exacerbate gun violence by impeding federal, state, and local governments from enacting common-sense gun safety regulations to preserve many human lives. Striking down the licensing statute in New York also overturned similar laws in six other states and the District of Columbia, and has thrown into doubt other important gun safety regulations.

The Court has done so at a time when doctors describe gun violence as an epidemic. Justice Stephen Breyers dissent provides the grisly details. Simply reciting the names of places of recent gun massacresPhiladelphia, Uvalde, Buffalo, Atlanta, Dayton, Orlando, Charleston, Aurora, Newtown, and morerecalls a toll of many innocent lives lost, including many children. Since 2010, gun-related deaths have increased more than 44 percent. Gun-related deaths now exceed 45,000 annually, surpassing car accidents as a cause of death. The Centers for Disease Control and Prevention reports that 48,832 gun deaths in 2021 is the highest number of gun deaths in 30 years.

The Courts majority in Bruen is oblivious to the carnage. Justice Samuel Alito, in a concurring opinion, repeats a gun lobby trope about anecdotal cases of good guys with guns who foil public assaults. But he fails to grapple with the grim nationwide statistics. Studies show that the good guy with a gun is a statistical unicorn.

Bruen compounds the Courts misinterpretation of the Second Amendment in Heller by announcing what is essentially a new constitutional right of vigilantism. The Court refuses to give credence to the post-Heller test developed by eleven Courts of Appeals that balanced the governments interest in preventing gun violence against Second Amendment rights. Last week, a federal judge illustrated the destructive scope of Bruen by striking down provisions of New Yorks post-Bruen gun safety legislation, including the prohibition of guns in sensitive areas such as museums, theaters, stadiums, libraries, bars, and even child care facilities.

No modern government can maintain its political legitimacy without keeping its citizens safe from an epidemic of gun violence. As the philosopher Amanda Greene reasons, legitimacy is not possible while there is open conflict and threat of violence.

If Bruen threatens the safety of all Americans wherever they may go in public, a second legitimacy-shattering decision endangers the lives of many women.

In Dobbs v. Jackson Womens Health Organization, the Court struck down the 50-year old precedent of Roe v. Wade. Whatever one may think of the morality of abortion, the problem for the Courts political legitimacy is that its radical decision will inevitably cause the deaths of many pregnant persons. This choice is ironic, given the Courts intention to protect prenatal life.

The Court heard evidence that reversing Roe and its precedents would cause many deaths from lack of professional medical attention, a return to unclean or improvised abortions, and forcing mothers with serious health risks to give birth. The Courts majority did not care. Justice Alito, writing for the majority, noted impassioned and conflicting arguments about the effects of the abortion right on the lives of women, but then ignored the evidence.

In dissent, Justices Breyer, Sonia Sotomayor, and Elena Kagan observed that Roe and its precedents allowed states to prohibit abortions after fetal viability, so long as the ban contained exceptions to safeguard a womans life or health. Dobbs now frees the states to adopt any legal restriction beginning at conception, including criminal penalties against mothers and doctors. It recognizes no exceptions for pregnancies resulting from rape or incest, nor for fatal birth defects or complications that risk a mothers life.

Speaking plainly, the Court has condemned many women to death. Women who carry a pregnancy to term are 14 times more likely to die than when abortion terminates a pregnancy. They are 75 times more likely to die in Mississippi, the state where Dobbs arose. Moreover, researchers have estimated that a ban on abortions increases maternal mortality by 21 percent, with white women facing a 13 percent increase in maternal mortality while black women face a 33 percent increase. The Courts majority has the blood of these women on its hands.

It is one thing to bestow a new constitutional right. It is quite another to withdraw a preexisting, settled right knowing that the decision will kill many people who have relied on it.

At oral argument, Justice Sotomayor asked: Will this institution survive the stench that this creates in the public perception that the Constitution and its reading are just political acts? I do not see how it is possible. She is right.

Last but not least, the Courts decision in West Virginia v. EPA impedes governmental power to address the most difficult and threatening problem that humanity has ever faced: global climate disruption. Once again, the Court undercuts the ability of government to preserve the right to life of present and, in this case, future generations.

The climate emergency is here. As Justice Kagan observes in her dissenting opinion, many deaths are already occurring from an increasing severity of heatwaves, droughts, wildfires, storms, and floods. By the end of the century, human-caused climate disruption may account for as many as 4.6 million excess yearly deaths. The Courts majority simply shrugs off the scientific facts of these dangers.

The majoritys arrogance in West Virginia is astonishing. It reaches out to review a moot Obama-era Clean Power Plan, and then creates an entirely new major questions doctrine to restrict governmental authority. As Justice Kagan writes, this doctrine appears magically as a get-out-of-text-free card to prevent agencies from doing important work, even though that is what the U.S. Congress directed.

Professor Richard Revesz confirms that the new major questions doctrine announced in West Virginia, and effectively applied in an earlier case National Federation of Independent Business v. Department of Labor, casts an ominous pall over the nations regulatory future. Even though Congress acted in August to re-empower the EPA by adopting a statute overturning the effect of West Virginia with respect to the agencys authority to regulate greenhouse gases, the new major questions doctrine will continue to impede effective climate and other health-related policies.

As in Bruen and Dobbs, the Courts new doctrine announced in West Virginia will kill people. Taken together, the cases count three strikes against the Courts political legitimacy by preventing the political branches from acting to protect the basic right to life of its citizens.

One may also assess the legal legitimacy of these decisions as egregiously wrong. Bruen extends a wrong-headed originalist interpretation of the Second Amendment and adds historical errors. Dobbs lacks any coherent legal analysis on the merits and violates the principle of stare decisis, overturning the 50-year old precedent of Roe as well as the 30-year-old precedent on precedent of Planned Parenthood of Southeastern Pennsylvania v. Casey. And West Virginia conjures a brand new major questions doctrine to prune the authority of the administrative state.

My argument here, however, does not focus on the weaknesses in the Courts constitutional interpretation or legal methodology. A deeper, unifying feature of these cases is that they are politically illegitimate because they subvert the governments authority to protect citizens lives with respect to gun violence, reproductive health, and climate damage.

Not surprisingly, these decisions are unpopular with the public, eroding the Courts political empirical legitimacy as well. Public opinion polls show the Court at its lowest approval ratings on record. In the latest Gallup survey, a record low of only 47 percent of Americans say they trust the judicial branch headed by the U.S. Supreme Court. Only 40 percent approve of how the Court is doing its job.

The Courts loss of both substantive and empirical political legitimacy means that the quality assent of citizens needed to justify it has vanished. A major political structural adjustment is therefore required. A Supreme Court that has lost its political legitimacy must be reformed. Otherwise, our government as a whole could lose legitimacy, tilting the political world toward chaos.

Although it is rare, this is not the first time in history that the Court has launched itself into political illegitimacy. And the political branches, Congress and the President, have corrected the Courts course before.

There are two important historical precedents. The first followed the Courts worst decision ever, Dred Scott v. Sandford, which held that no enslaved or free black person had federal constitutional rights. Dred Scott sparked the Civil War, and its breach of legitimacy was repaired only by the recognition of rights in the Thirteenth, Fourteenth, and Fifteenth Amendments, along with the federal civil rights statutes adopted in the 1960s.

Another low moment for the Court occurred when it repeatedly struck down many statutes passed in the early days of President Franklin D. Roosevelts New Deal.

In these previous moments of lost judicial legitimacy, the political branches responded. During the Civil War, Congress increased the number of Supreme Court justices to ten, giving President Abraham Lincoln another appointment, and Congress then reduced the number to seven to prevent President Andrew Johnson from appointing justices to undo Reconstructionwhich, unfortunately, later occurred anyway.

Responding to the Courts evisceration of the New Deal, President Roosevelt threatened to appoint as many as six additional justices, depending on how many sitting justices reached the age of 70. This threat encouraged the switch in time that saved nine when a few justices changed their tune and upheld New Deal legislation.

The United States faces another constitutional legitimation crisis today. Fortunately, there is a menu of choices available to address it. The Presidential Commission on the Supreme Court of the United States issued a report in December 2021 examining options for reform.

In reviewing the options, any reform should meet two conditions. First, statutory interventions rather than constitutional amendments are needed because there is no time for a constitutional amendment. Second, any reform when adopted must dislodge the current majority that is acting illegitimately.

Here are three specific options that could be adopted singly or in combination.

1. Expand the Court to 13 justices. The power of Congress to alter the number of justices on the Court is long established as constitutional. The number of justices has fluctuated historically between a minimum of five and a maximum of ten, and the Commission determined that there is widespread agreement among legal scholars that Congress has the constitutional authority to expand the Courts size. Law professors and former judgesincluding Michael Klarman, Mark Tushnet, Nancy Gertner, and Lawrence Tribesupport expanding the membership of the Court.

Expanding the Court to 13 justices would counter the Machiavellian machinations of Senator Mitch McConnell. As Majority Leader, McConnell refused even to hold hearings on President Barack H. Obamas appointment of Merrick Garland. McConnell later rushed through a confirmation of President Donald J. Trumps appointment of Amy Coney Barrett, thus arguably stealing two appointments for Republicans. Giving President Joseph R. Biden the power to appoint four justices would rebalance the Court to a seven-six Democratic-to-Republican ratio.

Other justifications to expand the Court include increasing the number of justices to handle an increasing workload, returning to a tradition of one justice for each court of appeals, and conforming to the numbers of judges on the highest courts of other democratic governments in the world, which range from seven to 18.

2. Establish 18-year term limits for justices. Federal judges have a constitutional right to lifetime appointment, but this does not mean that Congress cannot set term limits specifically for the Supreme Court. As the Commission on the Supreme Court recognizes, rotation systems are possible. Retroactively imposing an 18-year term limit would require Justice Thomas to retire immediately, Chief Justice John Roberts in 2023, and Justice Alito in 2024.

Two thirds of Americans favor terms limits for the Courts justices, according to a recent poll.

3. Set a mandatory retirement age of 75. Following the same logic that lifetime judicial appointments do not necessarily entail lifetime appointments to the Supreme Court, Congress could set a retirement age of, say, 75. Retired justices could remain active as senior judges by special designation to lower courts or as special masters. Setting a retirement age of 75 would require Justice Thomas to retire next year, Justice Alito in three years, Justice Sotomayor in seven years, and Chief Justice Roberts in eight years.

The Commissions report reviews other alternatives as well, including jurisdiction stripping, a supermajority requirement for constitutional review of statutes, legislative overrides, a mandatory code of judicial ethics, and recusal rules for conflicts of interest. Other creative options include a Supreme Court lottery that entails randomly drawing Supreme Court panels for each case from a pool of all appellate judges, and a balanced bench comprising five justices appointed by Democrats, five by Republicans, and five by the ten politically appointed justices.

One might argue that rejiggering the structure of the Court may also have detrimental consequences for its legitimacy, causing it to become even more political or politicized. The United States, however, stands very far away today from dreams of neutral principles. The Courts illegitimacy has become not just legal or even political; it is now existential.

At a conference last month, Chief Justice Roberts said, I dont understand the connection between opinions that people disagree with and the legitimacy of the Court. He confuses legal legitimacy and political legitimacy. The problem is not just that the Court is getting the law wrong. Worse even than acting as politicians in robes, the Courts current majority is taking an axe to a foundational root of the political legitimacy of government: the power to protect the right to life of its people.

Because the Court has become the most dangerous branch, arrogantly heedless of the human and environmental consequences of the jurisprudence it so ruthlessly imposes, it must be stopped. Congress and the President must determine the exact mode of reform, but some effective change of the Courts structure is essential to restore its political legitimacy.

Eric W. Orts is the Guardsmark Professor at the Wharton School of the University of Pennsylvania.

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Supreme Illegitimacy - The Regulatory Review

AlphaZero Chess Engine: The Ultimate Guide

AlphaZero is a computer program developed by DeepMind and Google researchers. AlphaZero achieved a superhuman level of play in the games of chess, shogi, and Go within 24 hours by using reinforcement learning, where it simultaneously trained its game playing agents against themselves. AlphaZero learned without human knowledge or teaching. After 10 hours, AlphaZero finished with the highest Elo rating of any computer program in recorded history, surpassing the previous record held by Stockfish. The results were published in May 2017 on arXiv.

AlphaZero is a self-learning algorithm that learns to win against itself and then uses this self-improvement to win against other programs and humans. It was developed by DeepMind, which is a British artificial intelligence research company acquired by Google in 2014 for over $500 million. DeepMind was founded by Demis Hassabis, who is also a chess player. AlphaZeros original blueprint was created on December 5, 2017. The neural network for DeepMinds AlphaZero is updated regularly.

AlphaZero is an algorithm that can be used for different types of games. AlphaZero could be used for a strategy game like chess or even shogi. AlphaZero uses the same learning procedure as its predecessors, which is known as reinforcement learning. Reinforcement learning uses trial and error to solve problems and continually improve performance. Its the process by which computers teach themselves through experience, which also includes loss aversion.

The first few moves played by AlphaZero uses its own neural network, and the latter moves are based on the results of the previous move. AlphaZero is a Monte-Carlo tree search algorithm that simplifies branches to find the optimal path of play. This method allows it to search through 80,000 possible moves per second. Its similar to computer programs playing beginner levels of chess with very basic rules. AlphaZero is also a search algorithm that works creatively and bluffs depending on its opponents weakness. It can also select an appropriate level of complexity based on its opponents skill.

DeepMinds AlphaZero is a reinforcement learning algorithm that uses neural networks to solve various combinatorial problems. Its based on the algorithms used for AlphaGo, which is a computer program designed to play the board game Go and beat top human players. AlphaZero can mimic the optimum play of master games from databases or by self-play using a large number of processing units across one or more machines. The algorithm uses two separate neural networks, one for self-play and another for playing against humans. At the start, AlphaZero has no knowledge and no experience but learns fast. It can learn a wide range of games by playing against itself.

AlphaZero is programmed for self-improvement in two ways. The first way is called interleaved learning, where it plays against itself due to its inability to see its own previous moves. The second way is called explicit learning, which lets it see its own previous moves. This allows it to recall the most successful game situations and use them to improve its play further. AlphaZero has a policy network that is the programs search function and a value network to estimate the winner.

AlphaZero can also analyze past chess games to improve your performance. It can even teach you how to play against a particular opponent, improve your move choices, and develop new methods of attack to use against your opponent. AlphaZero is a versatile chess program that uses algorithms for playing vs humans and playing against itself. AlphaZero doesnt use search function but creates threes matches on its own. As the network improves, its performance goes up and becomes more specialized for different situations of chess play.

AlphaZero is very advanced compared to previous chess programs like Stockfish. It can use the previous results from Stockfish to improve its own neural network. AlphaZero can also play against itself and learn from those previous matches. AlphaZero defeated Stockfish at TCEC (The Chess Experiment Competition) in December 2017. AlphaZero won 290 matches and only lost 60, using the 12 most popular human openings.

Stockfish is a strong chess engine that was developed by Tord Romstad and Marco Costalba in Norway. Stockfish is free and open source software that can run on multiple platforms like Linux, Windows, Mac OS X, etc. Its different from AlphaZero, because it doesnt rely on AI or machine learning.

Artificial Intelligence is a technique used for making computers and machines able to do intelligent things normally associated with humans. AI is used in computer chess programs to play and win against opponents. AI has been developed in many other fields, like robotics, medical science, engineering, law, etc. AlphaZero uses AI to play chess better than humans.

Google DeepMinds AlphaZero doesnt use deep learning but uses neural networks instead. Deep learning is a subset of machine learning, which is an artificial intelligence technique used to make computers do things that require intelligence. Deep Learning is related to the human brain, which has helped create AlphaZero.

AlphaZero will be developed further to enable it to play at an even higher level of chess. AlphaZero has demonstrated its skill in solving and playing against the strongest chess computer programs like Stockfish. However, AlphaZero depends on its proprietary search function and neural networks.

The future of AlphaZero in chess is still unsure. It can learn to play many different types of chess games as well as improve with time. AlphaZero has shown a lot of potential but the future is still unknown for it. AlphaZero can also play itself using neural networks, and improve even further over time, but requires more work.

A computer program like AlphaZero can be used to play against humans. AlphaZero has played and defeated the strongest chess programs available.

This technology may one day be used for other games and activities as well. However, the first applications will be in chess, board games, online gaming, etc. It can also be used for handicapping in tournaments where two players of different skill levels can compete against each other. AlphaZero is a new form of artificial intelligence that can affect the future of games and applications all around the world.

AlphaZero is not open source software, which means its not free to use or study. Because AlphaZero has been created by Google DeepMind, it uses neural networks and AI to play chess better than any other program.

Chess is a game of logic and has been around for many centuries. Its important to maintain fairness and freedom in the game of chess. Its an intellectual sport that tests your ability to think quickly and be creative at the same time. It has been proven that chess is beneficial to players health, mental activity, social life, longevity, etc. Artificial intelligence has also evolved globally in recent years. Many scientists have been developing AI-related programs over the year.

Algorithms are powerful tools that help programmers and machine learning experts to create these programs from scratch. Many chess players and enthusiasts have become interested in the Singularity Universitys AGI course, which is all about artificial intelligence. And Google DeepMinds AlphaZero program has become one of the most popular AI programs in the world.

As a result, chess players and enthusiasts are more aware that AI is quickly developing and improving. So its important to be aware about AI in general, including what it can do and how it works. Thats why artificial intelligence is a topic worth studying for todays society and future generations. AlphaZero is not the first chess program to use AI, but it is likely to be one of the most popular. Because it learns as it goes, its able to play several chess games at once, like many elite chess players.

AlphaZero has gotten some attention because it can beat the best of the best, like its predecessor AlphaGo. Also, it has made a very significant impact in the chess world and got people talking about AI.

Although AlphaZero was created to play against itself, it was not specifically developed to defeat humans with 100% accuracy. There still arent any guarantees that AlphaZero will always be able to defeat human counterparts.

That being said, AlphaZero can see all possible moves and outcomes. It never makes a risky mistake and there are no errors in judgment, which is an advantage that these machines have over humans.

AlphaZero is a tremendous achievement in artificial intelligence. It has surpassed humans in the game of Chess, as well as GO, a complex board game once thought to be uniquely suited for machine learning techniques to easily match human play.

AlphaZeros chess abilities were developed through reinforcement learning. This meant that it had no familiarity with the game at all. Rather, it was placed down in a virtual world and allowed to play against itself millions of times, each time learning from its mistakes and improving its play.

When one considers the complexity of Chess, this seems like a hopeless task. Particularly when one considers that even among humans there are countless approaches to winning at the game. But the results speak for themselves: AlphaZero quickly dominated all other forms of chess playing software in the world.

I hope this guide on the AlphaZero Chess Engine helped you. If you liked this post, you may also be interested in learning about other Chess Engines like AlphaZero and Stockfish.

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AlphaZero Chess Engine: The Ultimate Guide

Whos going to save us from bad AI? – MIT Technology Review

About damn time. That was the response from AI policy and ethics wonks to news last week that the Office of Science and Technology Policy, the White Houses science and technology advisory agency, had unveiled anAI Bill of Rights. The document is Bidens vision of how the US government, technology companies, and citizens should work together to hold the AI sector accountable.

Its a great initiative, and long overdue.The US has so far been one of the only Western nations without clear guidance on how to protect its citizens against AI harms. (As a reminder, these harms includewrongful arrests,suicides, and entire cohorts of schoolchildren beingmarked unjustlyby an algorithm. And thats just for starters.)

Tech companies say they want to mitigate these sorts of harms, but its really hard to hold them to account.

The AI Bill of Rights outlines five protections Americans should have in the AI age, including data privacy, the right to be protected from unsafe systems, and assurances that algorithms shouldnt be discriminatory and that there will always be a human alternative. Read more about ithere.

So heres the good news:The White House has demonstrated mature thinking about different kinds of AI harms, and this should filter down to how the federal government thinks about technology risks more broadly. The EU is pressing on withregulationsthat ambitiously try to mitigate all AI harms. Thats great but incredibly hard to do, and it could take years before their AI law, called the AI Act, is ready. The US, on the other hand, can tackle one problem at a time, and individual agencies can learn to handle AI challenges as they arise, says Alex Engler, who researches AI governance at the Brookings Institution, a DC think tank.

And the bad:The AI Bill of Rights is missing some pretty important areas of harm, such as law enforcement and worker surveillance. And unlike the actual US Bill of Rights, the AI Bill of Rights is more an enthusiastic recommendation than a binding law. Principles are frankly not enough, says Courtney Radsch, US tech policy expert for the human rights organization Article 19. In the absence of, for example, a national privacy law that sets some boundaries, its only going part of the way, she adds.

The US is walking on a tightrope.On the one hand, America doesnt want to seem weak on the global stage when it comes to this issue. The US plays perhaps the most important role in AI harm mitigation, since most of the worlds biggest and richest AI companies are American. But thats the problem. Globally, the US has to lobby against rules that would set limits on its tech giants, and domestically its loath to introduce any regulation that could potentially hinder innovation.

The next two years will be critical for global AI policy.If the Democrats dont win a second term in the 2024 presidential election, it is very possible that these efforts will be abandoned. New people with new priorities might drastically change the progress made so far, or take things in a completely different direction. Nothing is impossible.

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Whos going to save us from bad AI? - MIT Technology Review

Kyiv Is Hoping the Republican Party’s Better Angels Prevail in the U.S. Midterms – Foreign Policy

Politics stops at the waters edge, or it may have in 1947, when then-Sen. Arthur Vandenberg, chair of the Senate Foreign Relations Committee, first made the remark. But as partisan politics increasingly have bled into U.S. foreign policy in recent years, next months midterm elections have raised concerns about how the election could impact U.S. support for Ukraine as the war against Russia grinds into the winter.

Republicans have been widely predicted to retake control of the House of Representatives, and the future of the Senate remains up in the air. Although there has been strong bipartisan support for Kyiv since the war began among mainstream Republicans, former U.S. President Donald Trump-aligned members as well as influential commentators on Fox News and other parts of the right-wing echo chamber have begun to question the degree of military aid provided by Washington.

The decision to further arm Ukraine maps onto a deepening rift within the Republican Party between hawkish establishment conservatives, not shy of overseas intervention, and a growing chorus of isolationists who gained prominence during the Trump administration.

Politics stops at the waters edge, or it may have in 1947, when then-Sen. Arthur Vandenberg, chair of the Senate Foreign Relations Committee, first made the remark. But as partisan politics increasingly have bled into U.S. foreign policy in recent years, next months midterm elections have raised concerns about how the election could impact U.S. support for Ukraine as the war against Russia grinds into the winter.

Republicans have been widely predicted to retake control of the House of Representatives, and the future of the Senate remains up in the air. Although there has been strong bipartisan support for Kyiv since the war began among mainstream Republicans, former U.S. President Donald Trump-aligned members as well as influential commentators on Fox News and other parts of the right-wing echo chamber have begun to question the degree of military aid provided by Washington.

The decision to further arm Ukraine maps onto a deepening rift within the Republican Party between hawkish establishment conservatives, not shy of overseas intervention, and a growing chorus of isolationists who gained prominence during the Trump administration.

There are a lot of Republicans who are strongly behind Ukraine, who want the administration to do more, said Democratic Rep. Adam Smith, chair of the House Armed Services Committee.

There is, however, a creeping anxiety among Republicans, Democrats, and Ukrainians as to whether they could be overwhelmed by the vocal minority. In May, 57 Republican members of the House and 11 Republican senators voted against a $40 billion aid package for Ukraine while several members of the House Freedom Caucus, which represents some of the most extreme right-wing members, have spoken out explicitly against sending further aid to Ukraine. In August, members of the caucus co-sponsored a bill that called for no more federal funds to be sent to Ukraine until a wall is erected along the U.S. border with Mexico.

These voices that believe in America First isolationism dominate all of the major right-wing media, said Melinda Haring, deputy director of the Atlantic Councils Eurasia Center. Theyre the noisiest and the loudest, and they get the most attention.

Since the day Russia invaded Ukraine on Feb. 24, highly influential Fox News anchorssuch as Tucker Carlsonhave portrayed the war as a failing of the Biden administration, an effort to avenge Russias interference in the 2016 presidential election. At times, Carlson has echoed Russian talking points about the war.

Other conservative commentators dismissed the impact that Carlson and others had on the broader Republican Party. Anytime youre citing [Rep.] Matt Gaetz and Tucker Carlson, it sounds like there is an agenda behind it, said Danielle Pletka, a senior foreign-policy and defense fellow at the American Enterprise Institute. Pletka noted that senior Republicans across the House and Senate have all encouraged the administration to provide more aid to Ukraine.

I think a lot is overblown in terms of the effect of Fox News commentators, said a Republican congressional aide who requested anonymity to discuss the matter. The aide noted that Republican concerns about military aid have largely centered on bureaucratic fights over appropriations and the urge to get heavy weaponry into the hands of the Ukrainian military faster. In a speech on the Senate floor in late September, minority leader Sen. Mitch McConnell urged the Biden administration to move faster in delivering weapons to Ukraine.

The other hesitancy about providing money to Ukraine is not as much to do with Ukraine itself but the Biden administration not doing the proper oversight and accountability of very large sums of money being given to a foreign partner, the aide added.

Others found little substance to the GOPs critiques of the way the Biden administration has handled military aid to Ukraine. Republican critiques of the Biden administration are nonsense on Ukraine. And I say that as a lifelong Republican and an Ukraine expert, Haring said.

But views from the fringes of the party have proven capable of moving into the mainstream in recent years, as evidenced by the partys coalescence around claims that the 2020 presidential election was fraudulent. A majority of GOP candidates running for office in November have questioned or rejected the outcome of the vote.

That small group has certainly shown that they have a disproportionate influence on the direction that [House Minority Leader Rep.] Kevin McCarthy chooses, Smith said.

Opinion polls already show creeping fatigue among Republican voters for U.S. support for Ukraine, which could come to weigh on members. A Morning Consult poll released on Monday found only 32 percent of Republicans believe that the United States has a responsibility to protect and defend Ukraine from Russia, compared to 58 percent of Democrats. I think its incumbent on mainstream Republicans to get out of Washington and New York and start talking to Americans, Haring said. We need to do better, and we need to explain why support for Ukraine is in the U.S. national interest.

Between January and October, Washington pledged $26.8 billion in military aid, according to the Kiel Institute for the World Economys Ukraine Support Tracker, several times that of the second-biggest donor, the United Kingdom.

Any cutbacks to U.S. military aid to Kyiv could deal an existential blow to Ukraine.

People in Ukraine do believe that support for Ukraine is a bipartisan issue, said Olena Tregub, secretary-general of NAKO, an independent defense anti-corruption commission in Ukraine.

Yet, of course, here in Ukraine, there is a strong reaction [to] some statements of Donald Trump or Tucker Carlson. These are really shocking statements for Ukrainians, and they are confused as to how Russian propaganda has penetrated the American Republican Party to such an extent, she added.

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Kyiv Is Hoping the Republican Party's Better Angels Prevail in the U.S. Midterms - Foreign Policy