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In-depth Analysis Of Artificial Intelligence Techniques For Emotion … – Dataconomy

Accurate detection and recognition of human emotions are significant challenges in various fields, including psychology, human-computer interaction, and mental health. The advancement of artificial intelligence provides new opportunities to automate these processes by leveraging multimedia data, such as voice, body language, and facial expressions. This publication presents an in-depth analysis of the latest artificial intelligence techniques used for emotion detection, providing detailed technical explanations, discussing their advantages and limitations, and identifying future perspectives for a better understanding and utilization of these methods.

Accurately detecting human emotions is a complex and multidimensional challenge that has garnered increasing interest in the field of artificial intelligence. Machine learning, computer vision, and signal processing techniques have been extensively explored to address this problem by leveraging information from various multimedia data sources. This publication aims to provide an in-depth analysis of the most relevant artificial intelligence techniques, delving into their technical foundations, examining their strengths and limitations, and identifying future prospects for enhanced comprehension and application of these methods.

Voice analysis is a commonly used method for emotion detection. Emotions can be expressed through various acoustic and prosodic features present in the vocal signal. Machine learning techniques, including deep neural networks and acoustic models, are often used to extract these features and predict emotional states.

Body language analysis is a crucial approach in emotion detection as it captures emotional signals expressed through body movements, gestures, and postures. The use of artificial intelligence techniques for body language analysis opens up new possibilities for accurate emotion detection and enhancing human-machine interactions.

Body language analysis is a promising approach in emotion detection, capturing emotional signals expressed through body movements and gestures. Artificial intelligence techniques, including machine learning and neural network modeling, enable the extraction of meaningful features and prediction of emotions from body language. By integrating body language with other modalities, the accuracy and reliability of emotion detection can be improved. The applications of body language analysis are vast, ranging from psychology to human-machine interaction.

Facial expression analysis is a commonly used approach for emotion detection. It relies on understanding the visual information present in human facial expressions, such as facial muscle movements, shape changes, and texture variations. Artificial intelligence techniques, particularly computer vision and machine learning, have led to significant advancements in this field.

Perspectives and future challenges: While significant progress has been made in facial expression analysis for emotion detection, challenges persist. Major challenges include:

In conclusion, facial expression analysis is a commonly used approach for emotion detection from multimedia data. Artificial intelligence techniques, particularly computer vision and machine learning, have shown promising results in this field. However, there are still technical and methodological challenges, such as interindividual variability, biases in training data, and micro-expression detection. Further research is needed to develop more robust and high-performance methods.

Despite significant progress in emotion detection using artificial intelligence, there are still several technical and methodological challenges to address. These challenges include interindividual variability in emotional expression, the need for well-annotated and balanced datasets, and the robustness of models against biases introduced by training data. Additionally, generalizing emotion detection models to new cultures, genders, and age groups remains a major challenge.

To tackle these challenges, hybrid approaches that combine multiple sources of multimedia data, such as voice, body language, and facial expressions, could be explored. Furthermore, it is crucial to develop techniques for explainability and transparency to better understand the underlying processes in emotion detection, promoting responsible and ethical use of these artificial intelligence models.

This publication has provided an in-depth analysis of artificial intelligence techniques used for emotion detection from multimedia data. The results demonstrate that approaches based on machine learning, computer vision, and signal processing have the potential to improve emotion detection, but technical and methodological challenges persist. Further research is needed to develop more robust methods, address specific challenges in real-world emotion detection scenarios, and ensure the ethical and responsible use of these technologies. By leveraging the opportunities offered by artificial intelligence, practical applications can be developed in various fields, ranging from clinical psychology to the design of emotionally intelligent user interfaces.

Featured image credit: Andrea Piacquadio/Pexels

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Joe Biden Unveils Aggressive Plans For Mandatory Artificial Intelligence Regulations – Yahoo Finance

The U.S. is lagging when it comes to regulating artificial intelligence (AI).

Several industry leaders rallied for the need to regulate the technology after the viral success of the generative AI platform ChatGPT. Some speculated this was due to their incredible lead in the AI space. Other worries also persist that AI could lead to job displacement and that unscrupulous actors might unlawfully exploit the intellectual property of businesses, artists and others. These concerns resulted in a series of legal actions.

Europe passed the AI Act in June. It is deemed to be the "world's first comprehensive AI law" and one of the toughest regulatory guidelines for space. Shortly after releasing the guidelines for the AI Act, more than 150 executives signed an open letter to the European Commission to address the aggressive policies.

"In our assessment, the draft legislation would jeopardize Europe's competitiveness and technological sovereignty without effectively tackling the challenges we are and will be facing," the letter stated.

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The White House has been urging companies to pledge to develop AI in a responsible manner amid widespread concerns regarding the potential for the technology to amplify misinformation and cybercrime, presenting a national security threat.

Key figures in artificial intelligence, including Microsoft Corp., Alphabet Inc.'s Google and OpenAI, were scheduled to convene at the White House in mid-July. Pioneered by the federal government, industry leaders pledged to incorporate protective measures into their advancements in a technology that has garnered substantial attention on Wall Street and caused concern among numerous global leaders.

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Billionaire polymath Elon Musk was a co-founder of ChatGPT maker OpenAI but later parted ways with the company. Has been a long-standing advocate of AI regulations, stating that a "Terminator-like" outcome awaits if development continues unchecked. He hosted a Twitter Spaces event last month, alongside two notable members of the U.S. House of Representatives, with a primary focus on artificial intelligence. Despite this, AI continues to advance and thrive. Startups like AvaWatz have already raised millions from retail investors for cooperative AI drone teams that work together, and companies like Microsoft continue to invest billions into the space.

"I've known Elon for years," U.S. Rep. Ro Khanna (D-Calif.) said. "We will be examining the potential benefits and downsides of AI."

Rep. Mike Gallagher (R-Wis.) touted Musk's knowledge base in the field before the event, stating that he is "the foremost figure aligned with the AI cautious approach, representing those who harbor concerns about the existential threats and advocate for a temporary halt."

During a White House gathering, Biden tackled mounting apprehensions surrounding the possible exploitation of artificial intelligence for disruptive intentions. He emphasized the need for a discerning and watchful stance toward the risks posed by emerging technologies to the integrity of U.S. democracy.

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"We'll see more technology change in the next 10 years, or even in the next few years, than we've seen in the last 50 years. That has been an astounding revelation to me, quite frankly," President Joe Biden said about the robust adoption of artificial intelligence.

As part of the White House's ongoing efforts to regulate AI, Biden convened a meeting with executives from the seven companies at the White House on July 21. Notable attendees included pioneers such as OpenAI, Microsoft, Meta Platforms Inc., Amazon.com Inc., Inflection AI Inc. and Anthropic.

As a component of this initiative, the companies pledged to establish a mechanism to "watermark" various types of content, encompassing text, images, audio and AI-generated videos. The embedded watermark, implemented through technical means, is anticipated to facilitate the identification of content manipulated by AI. Its purpose is to assist users in detecting instances of deep-fake visuals or audio, which might falsely depict violence, enhance fraudulent schemes or manipulate images of politicians to portray them negatively.

The companies also made a commitment to prioritize safeguarding users' privacy during the advancement of AI. They expressed their dedication to creating AI-driven solutions.

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Ontario court rules against Jordan Peterson, upholds social media training order – CBC.ca

Toronto

Posted: August 23, 2023 Last Updated: August 23, 2023

An Ontario courtruled againstpsychologist and media personality Jordan Peterson Wednesday, and uphelda regulatory body's order that he take social media training in the wakeofcomplaints about his controversial online posts and statements.

Last November, Peterson,a professor emeritus with the University of Toronto psychologydepartment who is also an author and media commentator, was ordered by the College of Psychologists of Ontario to undergo a coaching program on professionalism in public statements.

That followed numerous complaints to the governing body of Ontario psychologists, of which Peterson is a member, regarding his online commentary directed at politicians, a plus-sized model, and transgender actor Elliot Page, among other issues. You can read more about those social media posts here.

The college's complaints committee concluded his controversial public statements could amount to professional misconduct and ordered Peterson to pay for a media coaching program noting failure to comply could mean the loss of his licence to practice psychology in the province.

Peterson filed for a judicial review, arguing his political commentary is not under the college's purview.

Three Ontario Divisional Court judges unanimouslydismissed Peterson's application, ruling that the college's decision falls within its mandate to regulate the profession in the public interest and does not affect his freedom of expression.

"The order is not disciplinary and does not prevent Dr. Peterson from expressing himself on controversial topics; it has a minimal impact on his right to freedom of expression," the decision written byJustice Paul Schabasreads, in part. You can read the entire decision at the bottom of this story.

Peterson had said his statements were not made in his capacity as a clinical psychologist, but instead were "off-duty opinions" an argument the court rejected.

"Dr. Peterson sees himself functioning as a clinical psychologist 'in the broad public space' where he claims to be helping 'millions of people,"' Schabas wrote.

"Peterson cannot have it both ways: he cannot speak as a member of a regulated profession without taking responsibility for the risk of harm that flows from him speaking in that trusted capacity."

In an interview with CBC News, Petersonsaid hewill take the training and broadcast it.

"I'll comply with their regulations, but I'm not going to do it in secret... And the reason I'm not going to do it in secret is because I don't believe I've done anything wrong," he said.

WATCH | Jordan Peterson defiant over court ruling onsocial media use:

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In a post on X, formerly known as Twitter, before the decision was released,Peterson said hewished the college luck in its "continued prosecution."

He wrote: "They're going to need it.".

Peterson told CBC News in January that he hadno intention of giving up his fight with the regulatory body, accusing the college of attempting to stymie his speech and discipline him for his political opinions.

He also Wednesday hestands by what he has said and has "zero regrets" for his social media posts.

Peterson said he believes the posts are a question of free speech, which he called "sacred," adding he says what he believes to be true.

"The fundamental issue is one of free discourse," he said. "I like to think and we think by talking in large part. And so I'm not willing to suspend my tongue as a consequence of government decree."

He added he no longer treats patients and his career is instead focused on social and political commentary. Similarly, he doesn't regularly lecture at U of T.

However, Peterson has saidhe wants to retain his licence.

"I deserve it. I earned it. I haven't done anything to justify suspending it, and I don't want to give the hyenas their bones," he said earlier this year.

The college, in a statement released after the decision was issued, said it is committed to carrying out its mandate of protecting the public interest by regulating the practice of psychology.

"The College will review today's decision and undertake next steps in accordance with our mandate and any appropriate legal processes," the statement reads.

(Jason Franson/The Canadian Press)

Peterson'scase was watched closely by free speech advocates and regulators in other professions. It featured interveners including the Canadian Civil Liberties Association, the College of Physicians and Surgeons of Ontario, and LGBTQ+ advocacy group Egale Canada,which said in a statement fromExecutive Director Helen Kennedy thatcommunities her organization representsoften face discrimination and barriers when accessing healthcare.

"Today's ruling that as a professional regulatory body, the College of Psychologists of Ontario has the mandate to regulate degrading and demeaning speech by its members, is a step in the right direction in ensuring that 2SLGBTQI individuals can access healthcare safely and without discrimination," Kennedy wrote.

Canadian Civil Liberties Association (CCLA) Executive DirectorNoa Mendelsoh Aviv, meanwhile, said in a statement that the CCLA doesn't endorse Peterson's views, but still argued in court that professional regulatory bodies shouldn't be policing speech that is not directly connected to professional practice.

"Freedom of expression is a right that no individual gives up just because they join a regulated profession," she said.

Carolyn Silver, Chief Legal Officer for the College of Physicians and Surgeons of Ontario whoappeared at the hearing on behalf of the college in its intervention, said the college welcomes the decision.

"The College of Physicians and Surgeons of Ontario is pleased with the court's decision confirming that members of regulated health professions are expected to maintain high standards of conduct, which at times may result in some curtailment of their freedom of expression," she said in a statement on Wednesday.

"In our view, the decision again confirms that when a regulated health professional breaches expectations set by its regulator, including with respect to public speech, the regulator is best situated to assess and address the potential harm to public trust and confidence in the profession."

Peterson rose to prominence through his polarizing YouTube videos critiquing liberal culture and his successful self-help book, 12 Rules for Life: An Antidote to Chaos.

Here's the Ontario Superior Court of Justicedecision:

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Report: There’s no College of Satire Writers, so we’re allowed to call Jordan Peterson a hateful little bitch without … – The Beaverton

TORONTO The Ontario Divisional Court has upheld the College of Psychologists determination that, due to his hateful tweets and comments, training on social media etiquette will be required for Jordan Peterson, that mean, spiteful little ho. And were allowed to call him that because there is no College of Satire Writers.

The college adequately and reasonably considered [that teary eyed motherfucker from the Joe Rogan podcast]s statements in light of the context of the Colleges mandate to regulate the profession in the public interest, wrote Justice Paul Schabas (our emphasis added).

Peterson has decried the Colleges decision as censorship, although of course he could always choose not to practice psychology as a licensed Ontario psychologist, then he would no longer be subject to the Colleges jurisdiction and would be free to spend all his time being a transphobic cunt on twitter.

Many professions are not subject to professional guidelines governing their members behaviour, including our vocation of satire writers. If we were subject to oversight we probably couldnt call Peterson a pompous windbag who grifts people so dumb they believe a man that ate his way into a coma with an all meat diet has any insight on how best to live their lives. Or to say that his pissbaby nasal voice cant turn the absolute drivel that is one of his lectures into anything more than basic right-wing talking points gussied up with a bit of academic language.

A college of satire writers would probably probably have clown noses and loose banana peels everywhere, and you could get course credit for watching old Last Week Tonight YouTube clips, and you wouldnt be able to say that Jordan Peterson dresses like hes in a community theatre production of Guys And Dolls. But that amazing college doesnt exist, so here we are.

This hypothetical college of satire writers might not let us attack a persons character or physical appearance (he looks like a racist uncle dressed for his public urination trial). But then again, given its Jordan Peterson, theyd probably call it fair comment.

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Jordan Peterson ruling empowers woke bodies everywhere to discipline members who express unpopular opinions – Financial Post

Distroscale

As the court put it, The issue in this case is whether the panels decision to order Dr. Peterson to complete a SCERP (remedial re-education) was reasonable.

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The decision essentially states the court will not overturn the College of Psychologists decision because, whether it agrees with the decision or not, it did not meet the test of being so patently unreasonable that the court would second guess the college. According to the court, the college, not the court, is the expert body within its domain.

But there are two significant problems with this decision and result. First, it is not the test that should have been applied to this particular case (which may, in fairness to the court, have been a function of the arguments made before it by counsel). Second, the impact of this decision is to empower woke bodies everywhere to discipline members who express unpopular opinions that cause someone offence. Of course, if prevailing political sentiments change, others will be next in that firing line.

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This decision will inevitably motivate political enemies of any member of a regulatory body whether it be one of lawyers, osteopaths, engineers or, well, psychologists who have no legal basis for any claim otherwise, to harass that person by filing complaints about their expressed opinions or writings.

If someone, for example, complained about this column, they could file a Law Society complaint and make me spend money, time and stress defending myself. There is no real remedy as it is difficult legally to sue someone for filing a disciplinary complaint as such complaints are privileged that is, protected from a lawsuit for defamation.

This decision will encourage such future complaints. The decision also answers the wrong question.

The issue should not have been whether the College of Psychologists decision was transparent and reasonable given its code of ethics (and which it found Peterson had arguably violated), but whether the college even has the legal jurisdiction to develop a code of ethics in the first place that prohibit the free expression of its members, unrelated to their clinical psychological practice, particularly if that free expression breached no laws that is, wasnt criminal nor defamatory.

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The court in this case appeared to take the colleges code of ethics as a given, something that it had the right to impose and therefore supported the colleges right to force Peterson to take remedial re-education at his expense as a prelude to potential future discipline if his re-education does not curb his future offensive political comments. The question that should have been put to the court was whether the code of ethics itself overreached and was beyond the colleges legislative mandate.

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My advice is that Queens Park should review this decision and enact legislation preventing regulatory associations from curtailing the otherwise lawful free speech of their members. That is the simple solution to this. Otherwise, those whose opinions are different from those of their governing bodies, and who lack the resources of Peterson to fight back, will be quickly silenced in a manner antithetical to our liberties.

This court decision will embolden professional associations to enact similar codes of ethics that suppress lawful activities which, like Petersons political comments, are unrelated to his profession and are offensive to some. And enable political attacks on members of professional bodies to threaten their livelihoods. Indeed, this is inevitable in light of this decision. And that would be very, very bad for our democracy.

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Read all about it: Mounties probe the Greenbelt, a court rules against Jordan Peterson, and striking Metro workers up the ante – TVO Today

The College of Psychologists of Ontario has received numerous complaints about Jordan Petersons online conduct. (Courtesy of the Everett Collection)

The Royal Canadian Mounted Police announced on Wednesday that it would assess the available information about Doug Fords Greenbelt dealings and determine whether to launch an investigation. The Ontario Provincial Police, which in January began looking into complaints about the Ford governments move to open up protected land for development, referred the matter to the RCMP to avoid any potential perceived conflict of interest.

On August 9, Auditor General Bonnie Lysyk released a report that called the governments process for selecting which land to free up for housing biased in favour of certain developers and landowners. The political staffer most intimately involved in that process, Ryan Amato, tendered his resignation on Tuesday as chief of staff to Housing Minister Steve Clark.

A provincial court has ruled that the College of Psychologists of Ontario was within its rights to order psychologist and self-help author Jordan Peterson to undergo social-media training. The regulatory body handed down the order in November 2022, after having received a number of complaints pertaining to the lobster enthusiasts degrading comments about women, trans people, and others.

Peterson filed for a judicial review, contending that his comments constituted off-duty opinions and did not fall within the scope of the colleges remit. The courts decision, however, states that Peterson cannot have it both ways: he cannot speak as a member of a regulated profession without taking responsibility for the risk of harm that flows from him speaking in that trusted capacity.

Its been nearly a month since thousands of Unifor workers at 27 Metro supermarkets throughout the Greater Toronto Area went on strike. Now, the Toronto Star reports that the strikers have begun picketing at two of the chains distribution warehouses in Etobicoke. A spokesperson for the company noted that the distribution centres are not on strike, and their operations, which are critical, should not be interfered with.

Lana Payne, national president of Unifor, told picketers on Wednesday: In case this employer was not getting the message before today, theyre getting it now. Among other issues, the workers are fighting to have their early-pandemichero pay of $2 an hourreinstated.

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Blurb writers in the spotlight due to latest Jordan Peterson book – Salisbury Journal

The job (if not the pay) was heavenly: each morning there'd be a pile of manuscripts waiting in the office for me to read: in the afternoon, I'd then try and distill the latest literary manuscript into just 300 words for a hardback, and 150 for a paperback (the two combined, for reference, is the precise length of this column).

It's one of those jobs that sounds easy in practice but hard to pull off in reality. As D. J. Taylor once said, 'Of all the minor literary arts, none is quite so delicate as the production of jacket copy.'

The blurb writer needs to reveal just enough about the story to entice the reader in, but not so much that you end up giving the plot away. When the book was brilliant, it was easy to gush praise: when it was less so, you had to choose your words more carefully.

My regular go-to term was 'absorbing', which might make the book sound unputdownable, but given you could use the same puff to praise a sponge, was my hint this novel was a bit of a damp squib.

Blurb writers rarely get their moment in the sun, but they've been blinking into the daylight this week following complaints from a number of book reviewers about how their words have been cut up and ended up on the book jacket.

The book in question was Beyond Order by controversial US thinker Jordan Peterson.

The back cover boasted praise from James Marriott in The Times, describing the book 'the most lucid and touching prose Peterson has written.'

Except that Marriott's original review had described one of the chapters as 'one of the most sensitive and lucid passages of prose' Peterson had written, which the the blurb writer had edited down to make the whole book sound brilliant.

In fact, Marriott had slated the book overall, describing it as 'repetitious, unvariegated, rhythmless, opaqueness and possessed of a suffocating sense of its own importance.'

I don't think I ever did anything quite as twisted as that, though I can empathise with the blurb writer reading a stash of bad reviews and struggling to find anything to put on the cover.

I remember writing a blurb for one book similarly slated the headline of one review simply read 'Trees died for this' but couldn't bring myself to repurpose that copy. I suspect I said the book was absorbing.

As George Eliot first wrote in The Mill on the Floss, don't judge a book by its cover!

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The TRIPOD-P reporting guideline for improving the integrity and … – Nature.com

Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, UK

Paula Dhiman,Rebecca Whittle&Gary S. Collins

Department of Development and Regeneration, KU Leuven, Leuven, Belgium

Ben Van Calster

Department of Electrical Engineering and Computer Science, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA

Marzyeh Ghassemi

University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK

Xiaoxuan Liu

Department of Bioethics, Hospital for Sick Children, Toronto, Ontario, Canada

Melissa D. McCradden

Genetics & Genome Biology, Peter Gilgan Centre for Research and Learning, Division of Clinical and Public Health, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada

Melissa D. McCradden

Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands

Karel G. M. Moons

Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK

Richard D. Riley

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What does the future of learning look like? Faculty and students … – Lumina Foundation

My whole life Ive been curious about exoskeletons. As a child, I dreamed about building one for humans. Well, while Sarcos beat me to the punch with its wearable robotics, it hasnt quashed my fascination with how humans and technology form a symbiotic relationship.

So, when presented with an opportunity to explore viewpoints on the integration of technology into learning, we wondered: Do faculty and students have the same perceptions of digital tools? If so, what type of educational exoskeleton technological framework built around student needs might we envision existing in the future?

The result was a survey called Time for Class, recently published by Tyton Partners and supported in part by Lumina Foundation. Here are three takeaways of many, from a very rich report.

When asked about preferences for course materials format, students largely selected digital options, at 75%. Faculty, on the other hand, are still figuring it out, with 20% not expressing a preference. Just 46% prefer digital course materials, and 34% favor printed materials.

But the large 20% who say theyre indifferent presents an analytical conundrum. Did they respond that way while transitioning from print to digital? If so, then perhaps there is only a difference of 10 percentage points between the preferences of faculty and students. But if faculty respondents responded no preference because they didnt want to seem behind the times, then there could be a larger 29-percentage-point gap that is substantial and problematic.

One thing is clear: Faculty need to express a point of view.

Faculty have a higher preference for face-to-face courses, and students have a higher preference for learning to occur with at least some online elements. But most faculty and students still value some in-person interaction.

Considering substantial advancements in access to computational power and machine learning, it is and will remain interesting to see how this desire for human interaction evolves. We could see more creative embraces of the flipped classroom, which eschews traditional lectures for students to instead use the shared space to make sense of what theyre learning. Still, I wonder whether the current culture wars over addressing issues of race and diversity, equity, and inclusion in classrooms will dampen the desire and openness to the co-construction of knowledge.

We are in the early days in the arc of artificial intelligence, and faculty and students are already intrigued. The majority of both, 50% and 54% respectively, believe AI has a positive effect on student learning, compared to 22% of each faculty and students who believe its impact is negative. While artificial intelligence can certainly complete the homework the dog ate, I wonder if it can answer a more detailed question in a Socratic seminar?

What the report, and the three select findings shared here, portend is that edtech tools are here to stay. Exactly how they literally, and perhaps figuratively, support the future of learning is yet to be seen. What I do know is that if I were a child now, the exoskeleton I envisioned would likely be able to do more than I ever imagined!

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Ethereum (ETH) Wild Ride Continues With Price Fluctuations. Yet, the Unstoppable Anarchy (ANA) Frenzy Rages On – Analytics Insight

With the bull run getting so close, there is so much activity in the cryptocurrency market. Whales are positioning their assets for profits, and Ethereums price has never been more unpredictable. The ETH price indicators are quite balanced between bulls and bears now, and no one is certain where the scales will tip.

Its an unusual take, but with all that uncertainty in the air, a new meme coin, Anarchy (ANA), seems to be the best token to invest in at the moment. No, it was never in the scripts, but Anarchys price predictions from crypto experts have been splendid recently.

Want to know more about whats next for ETH price and the incoming Anarchys price surge? Lets find out here!

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Ethereum (ETH) started off on a storied note in 2015, with a presale phase that lasted a month and raked in $19 million. The feat was an indication of the great things the token was going to achieve, and today, it is one of the strongest platforms in cryptocurrency.

Ethereums challenges tend to be getting in the way of its profits recently, and one of them is the high gas fees and slippages. Of course, this was why the platform made a shift to proof of stake last year, but the ETH network still requires high gas fees to complete transactions. CoinDesk news reveals that VISA recently started a test for new ways to complete Ethereum (ETH) gas fee payments easily since most users still have issues completing transactions using their wallets. PayPal is also looking to launch its stablecoin, PYUSD, on Ethereums network as the company eases into cryptocurrency.

Now the question is, how is Ethereums price looking as the bull run draws near? Experts are backing the ETH price to spike considerably, crossing the $2,000 resistance and probably getting to $2,500. But Anarchys raging presale is drawing investors from all platforms, and for good reason. Experts have tipped the ANA price to rally up to 10,000% after its presale, and we might have a replica of Pepecoins launch before the year ends.

Stay tuned!

Something huge is coming. If you see this Then your early! pic.twitter.com/HssZ4ywwrJ

Anarchy (ANA) is indeed a complete meme coin, as the developers have created solutions to the mistakes other meme coins made. Anarchy (ANA) will provide fun and profits, and much more, so watch out.

Anarchys core principles revolve around making the world a better place for the hard working majority, who are often under-rewarded for their work and dedication. The token feels strongly about the corruption in government, particularly among the rich and powerful few who make policies that only suit them. The policies leave the average, hardworking Joe stuck in a dreary cycle of 9-to-5 jobs and unrealized dreams.

So Anarchy (ANA) will be creating a new, decentralized system where its users will be owners in their own right, able to pursue their dreams and interests without worrying about capital. The Anarchy (ANA) platform will be a Decentralized Autonomous Organization and will serve as an example for governments all over the world.

Apart from providing its users with enough capital to fulfill their dreams, Anarchy (ANA) will be using memes to fight the system and call out corruption in the government. The memes will be the exact mix of sarcastic and funny, ensuring that the entire crypto-verse is entertained and that the government gets the message on corruption.

Everyone loves a rebel, and Anarchy (ANA) will be ruthless in its anti-corruption battles, even as it takes care of its users needs. Want to join? Heres how!

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The Anarchy (ANA) presale is well over $2 million in sales, and the token is still bringing in investors. Of course, with a 10,000% ROI, everyone is pumped to get their hands on some ANA tokens before they sell out.

And so should you! The tokens cost $0.00024, and the ROI potential is only for a while. So hurry to the presale website now and get your ANA journey started!

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