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by hardnova01

GOING HAM! - The Dangers of a 15% Margin of Error in AI Responses.


HALLUCINOGENIC AMPLIFIED MISINFORMATION (HAM). Why going HAM is not a good look.

As artificial intelligence (AI) becomes increasingly integrated into everyday life, (HM) hallucinogenic misinformation wherein AI hallucinates, provides responses and those incorrect or fabricated responses are then disseminated over Social Media (AM) Amplified Misinformation, poses significant challenges as a combined force for negative change (HALLUCINOGENIC AMPLIFIED MISINFORMATION), especially in educational contexts. AI systems like ChatGPT, with an self estimated 15% margin of error in responses, raise concerns about the reliability of information provided to users. This post explores the dangers associated with this margin of error, particularly in relation to the pursuit of knowledge among individuals who may lack critical thinking skills or the resources to verify information independently. Obviously as this is an anti social media post we will also look at the ramifications when social media is added to the discussion.

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The Nature of Misinformation

Misinformation refers to false or misleading information spread regardless of intent. In the context of AI, misinformation can arise from several factors, including outdated training data, misinterpretation of user queries, and the inherent limitations of language models. With a 15% margin of error, a significant number of responses may not only be inaccurate but could also lead users to form incorrect understandings or beliefs. This is particularly troubling when users turn to AI as a primary source of information.

The Amplification of Misinformation

Social media serves as a powerful vehicle for information sharing, but it also provides a medium for the storage and proliferation of (AM) Amplified Misinformation. When users encounter AI-generated content, they may unwittingly accept it as truth, especially if it aligns with their existing beliefs. The speed at which information travels on platforms like Twitter, Meta/Facebook, and Instagram can turn a misleading AI response into a viral misconception in a matter of minutes. This rapid spread of false information is producing far-reaching effects, shaping public opinion and behavior based on inaccuracies.

The Consequences of Misinformation

The repercussions of misinformation can be profound. In fields such as health, science, and politics, inaccurate information can lead to misguided decisions. For example, if someone were to rely on an AI-generated response regarding medical advice, they could make harmful choices based on flawed information. In the realm of science, misconceptions about established theories can hinder public understanding and acceptance of critical issues such as climate change or vaccination.

The Dangers of Misinformation from AI in the Age of Social Media

Artificial intelligence (AI) has become the prevalent source of information for the ignorant masses, particularly on social media platforms and has essentially supplanted Google for certain demographics (youth, the elderly, the uneducated) and the potential for spreading misinformation poses significant risks as a direct result. With an self estimated 15% margin of error ChatGPT-generated responses (as reported by ChatGPT itself as of October 27th 2024), the implications are particularly alarming in a landscape already rife with false information. The combination of AI misinformation and social media’s rapid dissemination can lead to dire consequences for public understanding and decision-making. The real level of danger is even higher on less capable systems like LLM's which are installed on personal devices.

The Role of Artificial Intelligence in Learning

Many people use AI to supplement their learning. With its ability to provide quick answers and explanations, AI can seem like an appealing resource for those seeking to enhance their knowledge. However, this convenience can be misleading. Users may assume that the information provided is accurate and well-founded, which can foster a false sense of confidence in their understanding of complex subjects.

The Impact on Critical Thinking

A critical aspect of education is the development of critical thinking skills, which involve analyzing, evaluating, and synthesizing information. Relying heavily on AI-generated content can inhibit this process. If individuals accept AI responses without question, they may fail to engage with the material critically, missing opportunities to deepen their understanding. The risk is compounded by the fact that many users may not possess the background knowledge necessary to discern inaccuracies. As a result, the 15% error rate may lead to the propagation of false beliefs or misconceptions, undermining the very purpose of education.

The Accessibility of Information

One of the arguments in favor of Artificial Intelligence systems is their ability to democratize access to information. However, this accessibility can have a double-edged sword effect. While AI can provide information to those who may not have traditional educational resources, it can also lead to the spread of misinformation among vulnerable populations (children, old people and those who have been historically restricted from education). People who rely on AI for knowledge without the ability to critically assess the information may find themselves misled, further entrenching ignorance.

The Responsibility of Developers

Given the potential dangers associated with a 15% margin of error, it is crucial for AI developers to take responsibility for the accuracy of their systems. This involves not only refining algorithms to minimize inaccuracies but also implementing mechanisms to flag or correct potentially misleading information. Transparency about the limitations of AI is essential; users should be made aware of the possibility of errors and encouraged to verify information independently.

Encouraging Critical Engagement

To mitigate the risks associated with AI misinformation, users should be encouraged to approach AI-generated content critically. Educational initiatives that promote digital literacy and critical thinking skills are essential. Users must learn to evaluate sources, seek corroborating evidence, and question the information presented to them. By fostering a culture of critical engagement, individuals can better navigate the complexities of information in the digital age.

The Role of Social Media Algorithms

Social media algorithms prioritize engagement, often promoting content that generates strong reactions, whether positive or negative. This means that sensational or controversial information—much of which may be misleading—can gain more visibility than factual content. When AI-generated misinformation is shared widely, it can overshadow accurate information, making it challenging for users to discern what is true. This creates an environment where misinformation can thrive, further complicating the public's ability to make informed decisions.

Impacts on Public Health and Safety

One of the most critical areas affected by misinformation is public health. During crises such as the COVID-19 pandemic, inaccurate information about vaccines, treatments, and safety protocols spread rapidly through social media. If users rely on AI-generated content that is erroneous, they may make harmful decisions, such as avoiding vaccinations or disregarding health guidelines. The consequences can be severe, leading to increased disease transmission and public health challenges.

Erosion of Trust in Information Sources

As misinformation proliferates, it can erode trust in proven credible information sources like CNN and make proven fabricated propaganda sources like FOX NEWS seem just as real. When individuals are exposed to conflicting information from AI systems and social media, they may become skeptical of all sources, including reputable news organizations and even academic institutions like Harvard. This distrust can lead to a broader acceptance of conspiracy theories and false narratives like those espoused by Q-Anon followers, further complicating efforts to address pressing societal issues.

IMPORTANT - The Need for Digital Literacy

To combat the dangers posed by HALLUCINOGENIC AMPLIFIED MISINFORMATION on social media, promoting digital literacy is essential. Users must learn to critically evaluate information, recognize credible sources, and question the validity of what they encounter online. Educational initiatives should focus on teaching individuals how to verify facts and seek corroborating evidence, empowering them to navigate the complexities of the digital information landscape.

Conclusion

The 15% margin of error in AI responses poses a significant risk to the human race. Artificial Intelligence is particularly hazardous to those seeking knowledge without the tools to verify it. Misinformation leads to poor decision-making, hinders critical thinking, and contributes to the spread of ignorance. As AI continues to play a central role in education and information dissemination, it is imperative to prioritize accuracy, transparency, and user education. By addressing these challenges, we can harness the potential of AI while mitigating its risks, ensuring that users are empowered to seek knowledge responsibly and effectively.

The intersection of AI-generated misinformation and social media presents significant dangers that cannot be overlooked. With a 15% margin of error in AI responses, the potential for spreading false information is amplified in an environment where content travels rapidly and can reach billions. As misinformation influences public perception and decision-making, it is crucial for users to cultivate critical thinking skills and for platforms to prioritize the dissemination of accurate information. By fostering a more informed society, we can mitigate the risks associated with AI misinformation and create a healthier information ecosystem.

AI generated HALLUCINOGENIC MISINFORMATION, amplified accross social media

by MrCharlie

The Weaponization of Social Media: How False Propaganda Spreads Like Wildfire


In the modern age ("the year 2024" sounds like the beginning of a science fiction story btw), social media has become an integral part of the daily lives of most westerners and first world humans who have unlimited access to it 24 hours a day, influencing our thoughts, behaviors, and perceptions. It has transformed how we communicate, share information, and even how we form opinions about the world around us. However, amid the vast expanse of social networks, a troubling trend – the dissemination of false propaganda now exist(s). This phenomenon has been increasingly weaponized by various media and threat-actors to manipulate public opinion, sow discord, and achieve hidden agendas. Let's delve into the insidious ways in which social media has been utilized as a platform for spreading false propaganda, examining its far-reaching consequences and exploring potential solutions.

Social media platforms, with their wide reach and fairly instantaneous nature, provide the perfect breeding ground for false propaganda to thrive. The viral nature of content on the various major platforms allows misinformation to spread rapidly, often unchecked. False narratives, sensationalized headlines, and manipulated images can easily capture the attention of users, leading them to share, comment, and react without critically evaluating the information presented (not thinking). This media mechanism, now commonly known as "fake news," has the potential to influence public opinion on a wide range of issues, from politics and social issues to health and science. Facts are usually the first thing to disappear into this fabricated reality.

One of the most important and alarming aspects of false propaganda on social media is its ability to exploit cognitive biases and emotional triggers (like the underlying racism that permeates westernized society). Content creators often employ psychological tactics to evoke strong emotional responses from users, such as fear, anger, or outrage. By tapping into these primal emotions (which is not complicated in any way to do), false propaganda can bypass rational thinking and spread rapidly among susceptible individuals (the weak minded). Moreover, the echo chamber effect – where users are exposed to content that reinforces their existing beliefs (silo-ism) – further amplifies the spread of misinformation, creating polarized online communities (campfire communities) that are resistant to factual correction.

The consequences of false propaganda on social media are profound and far-reaching. In the realm of politics, misleading information can sway elections (as they factually did beyond any doubt in the 2016 United States presidential election), undermine democratic institutions (as it actually and beyond doubt has in many first world governments), and erode public trust in the electoral process (which has also actually already happened in most first world nations). Foreign actors and hostile governments have increasingly leveraged social media platforms to interfere in foreign elections, disseminating false narratives and sowing discord to advance their geopolitical interests. The Cambridge Analytica scandal, which involved the unauthorized harvesting of millions of Facebook users' data for political purposes, exposed the extent to which social media can be exploited for nefarious ends.

Beyond politics, false propaganda on social media can have dire consequences for public health and safety. During the COVID-19 pandemic, for example, misinformation about the virus spread rapidly on social media, leading to confusion, mistrust in public health authorities, and even resistance to proven preventive measures such as mask-wearing and vaccination, which directly contributed to millions of deaths. Similarly, conspiracy theories and pseudo-scientific claims can undermine efforts to address pressing global challenges such as climate change, perpetuating doubt and inaction among the public.

Addressing the scourge of false propaganda on social media requires a multi-faceted approach involving collaboration between tech companies, policymakers, civil society, and individual users. Tech companies have a responsibility to design algorithms and moderation systems that prioritize the dissemination of accurate information while mitigating the spread of false propaganda. This may involve investing in AI-driven fact-checking tools, improving content moderation policies, and fostering transparency around the algorithms that govern the distribution of content on their platforms.

Policymakers also have a crucial role to play in regulating social media platforms and holding them accountable for the spread of false propaganda. Legislation such as the Honest Ads Act, which seeks to increase transparency around online political advertising, and the Digital Services Act in the European Union, which aims to regulate online platforms and combat disinformation, are important steps in the right direction. However, regulatory efforts must strike a balance between protecting free speech and preventing the harmful consequences of false propaganda.

Civil society organizations and media literacy initiatives play a vital role in empowering users to critically evaluate information and resist the influence of false propaganda on social media. By promoting media literacy skills, fact-checking resources, and critical thinking tools, these initiatives can help users navigate the complex landscape of online information and distinguish between credible sources and misinformation. Additionally, fostering digital resilience and empathy can help inoculate individuals against the divisive tactics employed by purveyors of false propaganda.

At the individual level, users must remain vigilant and discerning when consuming content on social media. By verifying information from multiple sources, fact-checking dubious claims, and being mindful of the emotional triggers that false propaganda often exploits, users can mitigate the spread of misinformation within their own networks. Furthermore, by actively engaging in constructive dialogue and challenging false narratives, individuals can help foster a more informed and resilient online community.

The proliferation of false propaganda on social media poses a significant threat to our democratic societies, public health, and collective well-being. By understanding the mechanisms through which false propaganda spreads and implementing targeted interventions at the technological, regulatory, and societal levels, we can mitigate its harmful effects and safeguard the integrity of our digital public sphere. In an era where information is power, it is imperative that we remain vigilant guardians of truth and critical thinkers in the face of misinformation. One sure way to spread the message of mental freedom for all is to rock your favorite anti social media tshirt.

by MrCharlie

Attack of The INTER-BOTS or, how fake news ruined everything!


Was Social Media Ruined By Bots? The original intent of bringing people together via Social Networks was noble enough, unfortunately profit trumps purpose online.

Internet Robots / Automated Bots have beyond doubt caused more online mayhem than any one user or groups of social network users combined. Bots continue to be one more reason to join the Anti Social Media Movement as they are the agents of negative commentary and fuel irrational discussion which then becomes polarized and begins to take shape into actual beliefs which then influence behaviors. This cycle has led to the breakdown of society that everyone has noticed in the last 20 years. This is the existential threat, this is public enemy number one. Climate change may ultimately be more effective on the list of things that can end humanity but war and disease can get the job done faster in most cases. In 2024 the facts are that we are seeing an uptick in wars globally and are still in a global pandemic because some people have been influenced to think that they do not have to be considerate of others or value life. Both of those problems can be solved by simply following the golden rule which is to do unto others as you would have them do unto you.

A Social Media Bot specifically is a program that can automatically interact online and perform tasks like a "re-tweet". Sometimes that task is to interact with other users and Artificial Intelligence augmented robots are very good at these interactions. These programs (Bots) are often used to promote certain products or services but primarily to promote outlandish #FakeNews using "Fake Accounts" for the benefits of whomever profits from the spreading of such sentiment.

Social Media is notorious for fake accounts interacting with real people and influencing them. A fake account is a social media account that is created without any intention of being genuine and at one point there were over 2,200 Million (2.2 Billion Fake Accounts) of them on Facebook and almost 66% of the links shared on Twitter were from BOTS. These automated pretenders have been responsible for everything from influencing people to the point where Bots changed the outcome of the 2016 presidential elections in the United States to causing actual assaults and worse. The false information easily spreads by retweets and wall postings which are usually replies to someone else's message. When a user retweets or re-post something, it is seen as meaning that they are agreeing with that opinion and this is how hundreds of millions of people start getting the wrong ideas and why the online environment is so harsh, illogical, irrational and cruel.

The major tech companies want to project their interest and value today equals how much user data you have which translates to how much you can charge for advertising on your platform as well as your public valuation in various markets. Most people behind the Bots (automated fake accounts included in the blanket term "Bots") use these accounts to spam others and spread false information for profit but the platforms themselves use the Bots to appear more successful and engaging than they really are. These facts have also contributed to the exodus trending away from Social Media platforms. People are becoming more savvy and less trusting online and this could mean a change is on the horizon.