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Facebook Casual Aiwiggersventurebeat: Facebook open sources Casual Conversations, a data set with paid people who provided their age and gender, to help researchers evaluate fairness of AI models.
Facebook announced on March 26th that it’s open sourcing the data set it used to train its artificial intelligence models. The dataset includes 889,000 training conversations between two or more users who were asked whether they wanted to participate in an experiment. These questions included how old they were, their gender and if they already had any children.
The model used in the experiment was composed of three different components, which combined to create different dialogues based on each of the users’ life circumstances and how they answered questions.
“Facebook uses this data set to tune the preferences of its personalization algorithms,” explains Facebook, “but also helps researchers understanding how AI learns from a variety of user inputs. This is important as we explore new ways to build inclusive, fair and meaningful dialogues with our technology.”
As part of its AI for Social Good initiative, the company believes that open sourcing this data set will allow researchers to better evaluate and improve technologies in real-life environments.
Facebook is also encouraging researchers to use this data set in their own experiments, in order to correctly interpret the results and thereby build AI systems that are fair and beneﬁt everyone.
“The goal of our research is to contribute to the discourse around AI fairness, particularly in the context of its use on social media,” explains one of the researchers involved by e-mail, “and we hope that making this data set publicly available will help other researchers to evaluate what Facebook’s models are actually capable of doing.”
And while this achievement seems very positive, as it shows that there is a vast amount of data that can be used for fair, intelligent AI development, not everyone is convinced.
“I hope this is just a PR stunt to appease the activists and make them happy, but I doubt that it really changes anything. Researchers won’t be able to use their results to achieve anything of substance, as AI researchers will be able to quickly come up with similar models,” explains one prominent AI researcher who wished not to be named. “The only real difference is that they are now open sourcing the model, but they will still be able to keep it a secret.”
As this set of data is not expected to become public any time soon, it’s very hard to know whether or not such a model can actually be deployed in the real world. However, if true AI does indeed become as advanced as promised, we may end up having things like a computer system that learns how old you are and then decides whether you’re old enough to buy alcohol online. Such a thing would be trivial to implement based on the data set currently used by Facebook.
“If you want to know what your brand can do for you, or what it can do for me, call in the big data experts,” explains Alex Vratskides, director of marketing at Tractable, “and in doing so you’ll get more than just data. You’ll get tons of knowledge, a whole world of algorithms, and a very refined representation of your audience.”
Vratskides believes that the generation of big data requires more than just the storage capacity. It also requires tool sets to process it, and all sorts of models that are capable of interpreting it. However, we still have a long time before we get to this stage: “The potential is there, but we’re not quite there yet.
A Look Wallstreetbets 2mmember, Subreddit That Helped Push Gamestop’s Stock to Record Highs and is Now Facing Allegations of Harassment
Look Wallstreetbets 2mmember –
In January 2021, GameStop’s stock experienced a dramatic surge, rising from $20 per share to $347 per share in just a few days. This sudden increase was largely due to a group of amateur investors on the subreddit r/WallStreetBets, who organized a coordinated effort to buy up shares of the struggling video game retailer. The subreddit, which has over 2 million members, quickly became a focal point of controversy, with some accusing its members of market manipulation and others hailing them as heroes of the little guy against Wall Street.
However, as the dust has settled, r/WallStreetBets has faced increasing scrutiny for its practices, including allegations of harassment against members who expressed skepticism or criticism of the group’s actions. In this blog post, we will take a closer look at the history and culture of r/WallStreetBets, as well as the allegations of harassment that have been leveled against it.
History and Culture of r/WallStreetBets
r/WallStreetBets was founded in 2012 as a forum for discussing high-risk, high-reward trading strategies, often involving options trading or other advanced techniques. The subreddit quickly developed a reputation for its irreverent and often profane humor, with members frequently using memes and insults to express their opinions on the stock market.
The subreddit’s user base grew steadily over the years, but it was not until the GameStop saga that it truly entered the mainstream consciousness. As the GameStop stock surge began to gain traction in late January 2021, r/WallStreetBets became a hub of activity, with members sharing tips and strategies for buying and holding the stock in order to drive up the price.
This strategy, known as a “short squeeze,” involved buying up large amounts of GameStop stock and holding onto it in order to drive up the price. This would force hedge funds and other institutional investors who had bet against GameStop’s success to cover their short positions by buying up even more shares, further driving up the price.
The success of this strategy was due in large part to the power of social media and the internet to mobilize large groups of individual investors. r/WallStreetBets became a rallying point for amateur investors who saw the GameStop surge as an opportunity to strike back against the perceived excesses of Wall Street.
Allegations of Harassment
However, as the GameStop saga unfolded, r/WallStreetBets began to face increasing criticism for its practices. One of the most serious allegations leveled against the subreddit is that its members engaged in harassment and intimidation of those who expressed skepticism or criticism of their actions.
For example, some members of r/WallStreetBets reportedly targeted financial journalists and analysts who were critical of the GameStop surge, posting personal information about them online and even sending death threats. In one particularly egregious case, a financial advisor in Florida received a package of feces in the mail after publicly criticizing r/WallStreetBets on Twitter.
Other members of the subreddit reportedly engaged in similar behavior towards individual investors who expressed skepticism or sold their GameStop shares during the surge. Some accused these individuals of being “paper hands” or traitors to the cause, and some even posted their personal information online in an attempt to shame or intimidate them.
In response to these allegations, r/WallStreetBets moderators have taken steps to crack down on harassment and other abusive behavior within the subreddit. They have implemented stricter rules around the posting of personal information and have banned users who engage in harassment or other forms of abuse.
However, some critics argue that these measures do not go far enough, and that the culture of r/WallStreetBets remains toxic and exclusionary. They point to the frequent use of racist, sexist, and homophobic language within the subreddit, as well as the tendency for members to attack and belittle those who express different viewpoints or investment strategies.
Defenders of r/WallStreetBets argue that the allegations of harassment have been overblown, and that the vast majority of members are simply passionate and enthusiastic about the stock market. They argue that the subreddit has played an important role in democratizing investing, and that its members should not be punished for expressing their opinions and making their own investment decisions.
However, regardless of one’s position on the GameStop saga or the culture of r/WallStreetBets, it is clear that the subreddit’s actions have had a significant impact on the stock market and on the broader conversation around investing and financial regulation.
The GameStop saga highlighted the growing power of social media and online communities to shape the stock market and challenge established financial institutions. It also raised important questions about the regulation of stock trading and the balance between individual and institutional investors.
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In the aftermath of the GameStop surge, regulators and lawmakers have taken steps to investigate the role of social media and online forums in market manipulation, and to consider new rules and regulations to prevent similar situations from occurring in the future.
r/WallStreetBets is a complex and controversial phenomenon, with passionate defenders and vocal critics on all sides. While the subreddit has played an important role in the GameStop saga and in the broader conversation around investing and finance, it has also faced serious allegations of harassment and abusive behavior.
As we continue to grapple with the aftermath of the GameStop surge, it is important to consider the role that online communities and social media will play in shaping the future of the stock market and in promoting greater transparency and accountability in our financial systems.
Examining the Controversy Surrounding Russianparker Reclaim Thenet Fight Against Online Censorship
In recent years, the topic of online censorship and free speech has become a hotly debated issue. With the increasing prevalence of online platforms and social media, many have argued that these companies have too much power in controlling what information is shared and who has access to it.
One company that has been at the forefront of this conversation is Google, which has faced criticism for its handling of online content and search results. Specifically, the issue of Google’s search algorithms has been a major point of concern for many individuals and organizations.
One recent example of this was the controversy surrounding the keyword “RussianParker” and its connection to the advocacy group Reclaim The Net. In this blog post, we will examine this controversy and what it means for the larger conversation around online censorship and free speech.
The Background of Reclaim The Net
Before diving into the specific controversy surrounding “RussianParker,” it’s important to first understand the context of Reclaim The Net as an organization.
Reclaim The Net is an advocacy group that aims to promote and defend online freedom of expression and privacy. The organization was founded in 2015 by journalist and tech entrepreneur Dan Frieth, who became interested in the issue of online censorship after experiencing it firsthand with his own content.
Since its founding, Reclaim The Net has become a vocal critic of tech companies like Google and Facebook, arguing that they have too much power in controlling the flow of information online. The organization has also advocated for greater transparency and accountability from these companies in their handling of online content.
The Controversy Surrounding “RussianParker”
In late 2021, Reclaim The Net became embroiled in a controversy surrounding the keyword “RussianParker.” According to the organization, the term was a nickname for a Russian blogger named Alexey Parkhomenko, who had been critical of the Russian government.
Reclaim The Net claimed that when users searched for “RussianParker” on Google, the search engine was suppressing results related to Parkhomenko’s criticisms of the Russian government. Instead, users were seeing results related to a Russian automotive company called Parker, which had no connection to Parkhomenko or his content.
Reclaim The Net argued that this was evidence of Google’s bias and censorship, as the company was allegedly suppressing information that was critical of the Russian government. The organization launched a campaign to bring attention to the issue, encouraging users to search for “RussianParker” and share their results on social media.
Google, for its part, denied any wrongdoing. The company stated that its search algorithms were designed to provide users with the most relevant and useful results, and that the results for “RussianParker” were based on user behavior and search patterns.
The larger conversation around online censorship and free speech
While the controversy surrounding “RussianParker” may seem like a small and isolated incident, it speaks to a larger conversation around online censorship and free speech.
Many people believe that tech companies like Google and Facebook have too much power in controlling what information is shared online. These companies have the ability to shape the narrative around certain topics and to promote or suppress certain viewpoints.
This power has led to concerns about censorship and bias. Some argue that tech companies are suppressing information that is critical of certain governments or political views, while others argue that they are promoting false or misleading information.
The issue of online censorship and free speech is a complex and nuanced one, with no easy answers. While many people agree that free speech is important, there is debate around what should be considered “hate speech” or “dangerous speech” and whether or not that type of speech should be protected.
Additionally, there are questions around who should be responsible for regulating online content. Should it be left up to tech companies to police their own platforms, or should there be more government oversight and regulation?
Furthermore, there are concerns about the impact of online censorship on democracy and the free exchange of ideas. Some worry that the suppression of certain viewpoints could lead to a homogenization of thought and a narrowing of perspectives.
In light of these concerns, organizations like Reclaim The Net have emerged to advocate for greater transparency and accountability from tech companies in their handling of online content. These organizations argue that it’s important to ensure that users have access to a wide range of information and viewpoints, and that tech companies should not be allowed to suppress information that is critical of certain governments or political views.
The controversy surrounding “RussianParker” highlights the challenges and complexities of the issue of online censorship and free speech. While some may see it as evidence of bias and censorship, others may argue that Google’s search algorithms were simply providing users with the most relevant and useful results.
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Ultimately, the issue of online censorship and free speech is one that will continue to be debated and discussed in the years to come. As more and more people rely on online platforms for information and communication, it’s important to ensure that these platforms are promoting the free exchange of ideas and not suppressing certain viewpoints.
In conclusion, the controversy surrounding “RussianParker” and its connection to Reclaim The Net highlights the ongoing debate around online censorship and free speech. While there are no easy answers to these complex issues, it’s important to continue to have open and honest conversations about how we can ensure that all voices are heard online. As individuals, we can also take steps to support organizations like Reclaim The Net and advocate for greater transparency and accountability from tech companies in their handling of online content.
What Are The Things Employees Can Learn From Fire Safety Training
Fire safety training is an essential aspect of workplace safety. It is designed to educate employees on how to prevent, detect, and respond to fires in the workplace. Unfortunately, there are still many misconceptions about fire safety training that may put employees and businesses at risk.
“Fire training isn’t necessary for me”
One of the most common misconceptions is that fire safety training is only necessary for employees who work in high-risk environments such as factories, laboratories, and construction sites. However, the truth is that fires can happen in any workplace, regardless of the industry. Even a small fire can cause significant damage to property and put employees at risk.
“I’ve already done fire training”
Another common misconception is that fire safety training is a one-time event. In reality, fire safety training should be ongoing and regularly updated to ensure that employees are prepared to respond to fires effectively. Additionally, some businesses assume that if they have smoke detectors and fire extinguishers on hand, they are adequately prepared for a fire emergency. However, this is not enough. Proper fire training is necessary to ensure that employees know how to use these devices effectively and respond appropriately in the event of a fire.
“The actual likelihood of a fire is really low”
The repercussions for not being properly aware of fire safety can be dire. If a fire occurs in the workplace, employees who are not properly trained may panic and make dangerous decisions that can result in serious injury or death. Additionally, businesses that do not take adequate measures to prevent fires or respond effectively to a fire emergency may face legal liability, fines, or even closure.
This is where certified fire protection specialists come in. These experts have the knowledge and experience to provide comprehensive fire safety training that is tailored to the unique needs of your business. They can help identify potential fire hazards in the workplace, develop emergency response plans, and provide hands-on training on how to use fire extinguishers and other fire safety equipment.
Who should conduct fire training?
Employing a certified fire protection specialist company to conduct fire training for your company has several benefits. First and foremost, it can help protect your employees and your business from the devastating consequences of a fire emergency. It can also help you comply with local and national fire safety regulations, which can help you avoid legal liability and fines.
Furthermore, investing in fire safety training can also help boost employee morale and productivity. When employees feel safe and secure in the workplace, they are more likely to be engaged and productive. Additionally, fire safety training can help create a culture of safety in the workplace, which can have a positive impact on overall workplace safety.
The bottom line
Fire safety training is an essential aspect of workplace safety that should not be taken lightly. It is not a one-time event, but an ongoing process that should be regularly updated to ensure that employees are adequately prepared to respond to fires effectively. By investing in certified fire protection specialists to provide comprehensive fire safety training, businesses can help protect their employees and their bottom line, while also boosting employee morale and productivity. Urgent action is necessary to ensure that your business is adequately prepared for a fire emergency. Don’t wait until it’s too late. Contact a certified fire protection specialist today to get started on your fire safety training program.
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