The ‘Dead Internet Theory’ started emerging in forums like 4chan or Wizardchan in the late 2010s.On August 31st 2021, The Atlantic published an article titled <a href="https://www.theatlantic.com/technology/archive/2021/08/dead-internet-theory-wrong-but-feels-true/619937/">Maybe You Missed It, but the Internet ‘Died’ Five Years Ago. </a> This brought the ‘Dead Internet Theory’ to mainstream media.Read the entire article for free <a href="https://trajectorymatrix.substack.com/p/getting-to-grips-with-the-dead-internet">here</a>.

Origin

And it suggests that a significant portion of the content you see online is bot-dominated and algorithm-driven, sidelining genuine human engagement. This means that automated systems, rather than real people, are shaping what we see and how we engage online, leading to less genuine human interaction on the internet.

It’s a conspiracy theory…

But certain trends and observations support its claims. Keep in mind that these data points don't definitively prove the theory, but contribute to ongoing debates:Bot Traffic: According to a <a href="https://www.imperva.com/resources/reports/2023-Imperva-Bad-Bot-Report.pdf">2023 report by Imperva</a>, bots accounted for <a href="https://www.imperva.com/resources/reports/2023-Imperva-Bad-Bot-Report.pdf">37.9%</a> of all web traffic. These bots range from search engine crawlers to malicious bots.Social Media Bots: About <a href="https://www.prweek.com/article/1712976/half-instagram-influencers-engaged-fraud-45-per-cent-accounts-fake#:~:text=US%7C-,More%20than%20half%20of%20Instagram%20influencers%20'engaged%20in%20fraud'%2C,percentage%20point%20decrease%20from%202019.">45% on Instagram</a>, <a href="https://www.invespcro.com/blog/influencer-marketing-fraud/">15% on Twitter</a>, and 5% on Facebook, are thought to be automated bots pretending to be real people.

There's Not Much Evidence Backing the "Dead Internet Theory"...

Have you ever noticed that the content you see on platforms like Facebook, YouTube, and Google feels eerily tailored to your interests? That's because these platforms use sophisticated algorithms to curate content specifically for you.While this may seem convenient, it can create what's known as an "echo chamber" or "filter bubble," where you're mainly exposed to viewpoints and content that align with your existing beliefs and interests. This can limit your exposure to diverse perspectives and potentially narrow your worldview.

The decline in organic engagement also adds to this…

<ul><li class="ql-align-justify">Swaying public opinion</li><li class="ql-align-justify">The phenomenon of vanity metrics</li></ul>Learn more <a href="https://trajectorymatrix.substack.com/p/getting-to-grips-with-the-dead-internet">here.</a>

Let’s assume it’s true. What is fueling it?

<ul><li class="ql-align-justify">Clickbait and Ad Revenue : Bots generate clicks, views, and engagement, which benefit advertisers. Some platforms inadvertently profit from bot-driven interactions.</li><li class="ql-align-justify">Inflated Metrics : Metrics like likes, shares, and followers lose meaning when bots artificially inflate them. This affects marketing decisions and resource allocation.</li><li class="ql-align-justify">Conundrums : Platforms face ethical questions about whether to prioritize user experience or financial gains.</li></ul>There is more. Read it for free <a href="https://trajectorymatrix.substack.com/p/getting-to-grips-with-the-dead-internet">here</a>.

The Future of the Internet

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Science Fiction

technologyandthefuture

Technology & The Future

computerscience

Computer Science

artificialintelligence

Artificial Intelligence

Getting to Grips with the 'Dead Internet Theory'

Deepfake is an advanced digital manipulation technique that uses artificial intelligence algorithms, specifically machine learning and neural networks, to create realistic-looking fake videos or images (synthetic media). These manipulated media can convincingly depict people doing or saying things that never actually occurred in reality.Read the entire article <a href="https://trajectorymatrix.substack.com/p/the-tactics-of-deepfake-creators">here</a>.

What is Deepfake?

Deepfake creators are continually refining their techniques to evade detection. They leverage advancements in AI, particularly in machine learning and neural networks, to improve the realism of deepfakes. As detection methods become more sophisticated, so will the generation techniques, resulting in a perpetual cat-and-mouse game.

Deepfake Generation

<ul><li class="ql-align-justify">Researchers predict that by 2026, as much as <a href="https://idc-a.org/news/industry/AI-Experts-Predict-By-2026-90-Of-Online-Content/127ab0c0-34ba-4c03-8bad-1e4f21923f31">90% of online content </a>could be synthetically generated. </li><li class="ql-align-justify">In 2024, <a href="https://www.weforum.org/agenda/2024/02/4-ways-to-future-proof-against-deepfakes-in-2024-and-beyond/">disinformation </a>has been identified as a leading global threat, with the use of deepfakes standing out as one of the most concerning applications of AI. </li><li class="ql-align-justify">The amount of deepfake content online surged by <a href="https://www.weforum.org/agenda/2023/05/how-can-we-combat-the-worrying-rise-in-deepfake-content/">900% </a>from 2019 to 2020. </li><li class="ql-align-justify">The deepfake AI market is experiencing significant growth, with forecasts predicting a jump from USD 7.0 billion in 2024 to <a href="https://www.marketsandmarkets.com/Market-Reports/deepfake-ai-market-256823035.html">USD 38.5 billion </a>by 2030, driven by a strong CAGR of 33.5%. </li></ul>

Key Data

1. Deep Learning Algorithms2. Forensic Analysis3. Digital Watermarking4. Blockchain Technology5. Biometric Comparison6. Audio Analysis7. Liveness Detection8. Multifactor Authentication9. Sentinel & FakeCatcher10. WeVerify & Microsoft’s Video Authenticator Tool

The Detection Methods Used by Experts to Identify Deepfake

Improving Resolution, Better Face-Swapping Techniques, Refining Audio, GAN Refinement, and Adaptive Learning are some of the tactics they follow to dodge the detection methods.

How do Deepfake Creators Evade the Anti-Fraud Measures?

Outsmarting the algorithms to always stay one step ahead.

Outsmarting the algorithms to always stay one step ahead

creativity

Creativity

cybersecurity

Cybersecurity

The Tactics of Deepfake Creators

In today’s digital age, social media has disrupted the way we connect, communicate, and consume content. It is also the first place where human-to-robot interaction is rapidly evolving where millions of people are following and engaging with virtually created online personalities powered by Artificial Intelligence, often referred as AI influencers.

AI influencers are virtual personas created using complex algorithms and natural language processing capabilities to engage with audiences on social media platforms offering product endorsements and lifestyle insights.

What are AI Influencers ?

Top AI influencer Lu from Brazil shares lifestyle content, including unboxings and product reviews has about 6.8 M followers

Lil Miquela, a music-loving CGI teenager with over 2.6 million followers, collaborates with major brands like Prada.

AI influencers offer innovative tools for brand engagement and storytelling, capable of reaching audiences with precision and scale.AI influencers have the potential to become powerful advocates for social causes and cultural change by raising awareness about pressing issues.Critics say AI influencers promote unrealistic beauty and turn relationships into products for sale leading to debates

Impact and Implications

Data privacy: Concerns about data privacy arise as AI influencers collect and analyse user data to personalise content and advertisements.Algorithmic bias: The algorithms powering AI influencers may have biases, leading to discrimination.Misuse and manipulation: The potential for misuse, such as deepfake technology creating AI influencers without consent or spreading misinformation demands the need for robust ethical guidelines.

Ethical Considerations

<ul><li>Identify your audience </li><li>Study trends </li><li>Build Persona </li><li>Create avatars using AI </li><li>Create social media profiles </li><li>Develop content strategy </li><li>Engage and Grow </li><li>Monetise the content </li><li>Analyse performance </li><li>Ensure ethical standards </li></ul>

Guide to create AI influencers

The rise of AI influencers seems to be an interesting intersection of technology and marketing. While they may have ethical concerns, their impact on society cannot be ignored. As we navigate this new world of virtual personalities, it is essential to approach them with critical thinking, empathy, and an awareness about them. Only then we can utilise their potential for positive change and ensure that they contribute to a more inclusive, ethical, and human-centered future of marketing.

Conclusion

In today’s digital age, social media has disrupted the way we connect, communicate, and consume content. It is also the first place where human-to-robot interaction is rapidly evolving where millions…

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Marketing & Sales

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Learning & Education

Redefining Engagement: The role of AI Influencers in modern Marketing

AGI, otherwise known as strong AI, full AI, or human-level AI , is a type of AI that can perform any task that a human can. It is not limited by specific domains or skills, but can learn and adapt to any situation. AGI systems are designed to be lifelong learners, constantly acquiring new knowledge and skills. They can reason, understand complex concepts, and apply their understanding to different contexts.Read the full article <a href="https://open.substack.com/pub/trajectorymatrix/p/getting-ready-for-agi?utm_source=share&utm_medium=android&r=3590yk">here</a>.

What is AGI?

We’re still far from reaching a point where AI tools can understand, communicate, and act with the same nuance and sensitivity of a human. The majority of the experts think it could be within years or decades, while others say it might take a century or even longer. A few even think we might never achieve it.

Expert Opinions

The development of AGI relies on several key factors:
<ol>
<li>Advancements in algorithms are crucial in shaping how AGI systems process and make decisions.</li>
<li>The availability of powerful computing units, like GPUs, is necessary to handle the immense computational demands of AGI.</li>
<li>The growth of data volume, supported by technologies like 5G, provides key resources for effectively training AGI systems.</li>
<li>Foundational technologies like machine learning and neural networks enable AGI systems to learn from data and adapt to new situations.</li>
</ol>

Cornerstones of AGI Development

Artificial General Intelligence (AGI) is possible, but its usage by the public is still far away.<ul><li>Building AGI can cost millions to billions of dollars, making it feasible only for governments and affluent groups.</li><li>For example, a GPT-3.5 model costing $0.002 per 1K tokens can cost $200 per hour if 100,000 tokens are processed in an hour.</li><li>However, AGI requires much more computing power, making it even more expensive.</li><li>Assuming AGI needs 100 petaflops, it could cost anywhere from $3 million to $30 million for just one hour.</li></ul>So for now, NO

Can the Public Afford AGI Usage?

'We’ll have AI that is smarter than any one human probably around the end of next year,' says Elon Musk

Getting Ready for AGI

6% of e-commerce visits that include engagement with AI-powered recommendations drive 37% of revenue — SalesforceOne day per working week (19.8% of work time) is wasted by employees searching for information to do their job effectively — Interact

AI algorithms are at the heart of personalised search experiences. These algorithms analyse a user’s past behavior, including search queries, clicks, and even time spent on various pages. By understanding what each user finds relevant and engaging, AI can tailor search results to match personal preferences. Netflix uses sophisticated AI algorithms to analyse a vast array of user data, including the genres you watch most frequently, the titles you’ve rated highly, how much of a show or movie you watch before stopping, and even the time of day you prefer to watch certain types of content.

AI Algorithms presents results based on user preferences

Beyond just analysing keywords, AI-powered search engines understand the context of queries. This involves interpreting the intent behind a search and considering factors such as the user’s location, device used, and even the time of day.If you search for “pizza places” on your phone at lunchtime, an AI-powered search engine considers your location, the time, and the fact you’re using a mobile device. It then shows nearby pizza restaurants open for lunch, rather than just any pizza-related information.

Contextual understanding gives accurate results for queries

Conversational search leverages natural language processing (NLP) to allow users to interact with search engines in a more natural, human-like manner. Instead of relying on specific keywords, users can ask questions or make requests in full sentences, just as they would when talking to another person.Perplexity AI’s search engine uses natural language processing to personalise search results by understanding user queries’ context and summarising information with citations. It updates with newer sources, allows follow-up queries, and offers various search modes for free.

Conversational search enables natural interactions

Visual search enables users to use images or videos as their search queries. This is particularly useful in scenarios where describing an item in words is difficult. By analysing visual content, AI can identify objects, text, and even context within the image or video, returning relevant informationImagine you see a stylish lamp in a magazine but don’t know where to buy it. By taking a photo and using a visual search app, like Google Lens, the app analyzes the image, identifies the lamp, and shows you where you can purchase it online

Visual search allows image based queries

The technical complexity of developing and maintaining complex AI algorithms demands high-level expertise.Ethical considerations around data privacy and compliance with stringent regulations are critical.Integrating AI seamlessly with existing digital infrastructures presents its own set of challenges, that demands a balanced approach to innovation and user-centric design.

Challenges

In an era where information is both a commodity and a currency, the way we search for and interact with data online is going through a significant transformation with Artificial Intelligence (AI)…

crypto

Cryptocurrency

The future of search using AI

I like to think of Goku as the ultimate example of perseverance. No matter how tough the opponent or how many times he's knocked down, he always gets back up. It's not just about winning fights; it's about the journey of self-improvement. Goku keeps pushing himself to be better, showing us that progress often comes from pushing through challenges, even when they seem impossible.

Persistence and Growth

In Dragon Ball, battles aren't won by individuals alone. Even the strongest warriors need backup sometimes. Take Vegeta, for example – he's all about pride and independence, but even he learns the value of teamwork. Life's challenges are easier to overcome when you have friends by your side. Whether it's facing down a tough opponent or navigating the ups and downs of life, having people to rely on makes the journey a lot less daunting.

Teamwork and Friendship

Facing down powerful enemies takes more than just physical strength; it takes guts. Take Gohan, for example, he shows us that bravery isn't about being fearless; it's about facing your fears head-on, even when you're shaking in your boots. Whether it's standing up to a bully or speaking up for what's right, it might be scary, but doing it anyway because you know it's the right thing to do.

Courage and Bravery

Dragon Ball isn't just about epic battles; it's also about personal growth and redemption. Characters like Vegeta, who start off as ruthless villains, eventually learn to let go of their pride and forgive themselves and others. Holding onto grudges only weighs you down, and sometimes the bravest thing you can do is to forgive and move on.

Acceptance and Forgiveness

Being a hero is all about making tough choices and putting others before yourself. Take Krillin, for instance. Despite his fears and doubts, he often risks his own safety to protect his friends and the innocent.It's like when you offer to take the night shift at work so a colleague can attend their child's school play – it might mean sacrificing your own free time, but knowing you've made someone else's life a little easier makes it all worthwhile in the end.

Responsibility and Sacrifice

Even the strongest warriors in Dragon Ball have their moments of defeat. But instead of letting failure crush them, they use it as an opportunity to learn and grow.Because in the end, it's not about how many times you fall; it's about how many times you get back up.

Humility and Learning from Failure

Welcome to the universe of Dragon Ball! Often seen as just a wild ride of fights and explosions, this series holds hidden gems of wisdom for those willing to look closer. Get ready to discover some of many life lessons with a punch.

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Personal Development

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Movies & Shows

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Entertainment

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Anime

Dragon Ball | Hidden Gems of Wisdom

I decided to teach school because I wanted to raise strong comrads, That’s also why I tossed my missions toward my students, It’s tough love.

The Accumulation Of Those Little Despairs Is What Makes A Person An Adult.

Let’s play catch with discarded rice balls while discussing the separation of the church and the state. Lets post a video of it and troll people.

First, only those with a connection to the dead have a right to mourn them. It’s not out place to butt in. And second, if people have died, that’s all the more reason we need to become strong.

I know you had your hardships mechamaru but having more hardships doesn’t make you right.

What makes us obligated to meet such perfection or such absurd demands? Is your entire life just a job? I don't give a damn about 'women' that and 'men' this! You can keep that s*** to yourself. I love myself when i'm pretty and all dressed up! And i love myself when i'm being strong! I am kugisaki nobara!

I don’t care if I’m right or wrong, I just have faith in my good conscious, I will save people to according to my conscious.

Dying to win and risking death to win are completely different things Megumi.

I don’t know if my convictions are right or wrong, makes me think there is no right answer. It’s just whether you can accept it or not, but there’s no accepting anything if you can’t have it your way.

Jujutsu Kaisen is a shounen anime based on a manga about a teenager who becomes a host for a powerful curse.

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Motivation & Inspiration

Impactful Jujutsu Kaisen Quotes that expand your 'wisdom domain'!

Jane Austen is interested in personal relationships, what actually this or that person is like. Her characters are complicated and their inner world is revealed gradually through her works. The author doesn’t intend to confuse her readers but is willing to show that even though we feel we know people well, their behavior can be quite unexpected in some situations. These situations thus lead us to insecurity and oblivion.

Jane Austen's Characters

Marriage and social status are the two foci of Emma. Through Emma, Austen subtly satirizes her society’s obsession with social distinctions.The relationship between marriage and social status creates hardship for characters. Frank Churchill must keep his engagement to the orphan Jane Fairfax secret because his wealthy aunt would disapprove. Jane, in the absence of a good match, is forced to consider taking the position of a governess. Finally, the match between Emma and Mr. Knightley is considered a good one only because they are well matched in social class as well.

Marriage And The 19th Century Society

The novel’s limited, almost claustrophobic scope of action gives us a strong sense of the confined nature of a woman’s existence in early-nineteenth-century rural England. Emma possesses a great deal of intelligence and energy, but the best use she can make of these is to attempt to guide the marital destinies of her friends, a project that gets her into trouble. Emma possesses a great deal of intelligence and energy, but the best use she can make of these is to attempt to guide the marital destinies of her friends, a project that gets her into trouble.

The Confined Nature of Women’s Existe

The novel offers critical illustrations of the ways in which personal biases or desires blind objective judgment. Emma’s biases cause her to invent an attachment between Harriet and Frank thus blinding her of jane's attachment to Knightley. At the same time, Frank’s desire to use Emma as a screen for his real preference causes him to believe that she is aware of his and Jane's relation. The ironic detachment of the narrator allows us to see many of these misunderstandings before the characters do. And the plot is powered by realizations that permit characters to make more objective judgments.

The Blinding Power of Imagination

The real evils, indeed, of Emma’s situation were the power of having too much her own way, and a disposition to think a little too well of herself: these were the disadvantages which threatened alloy to her many enjoyments. The danger, however, was at present so unperceived, that they did not by any means rank as misfortunes with her.

The novel centres on Emma Woodhouse, a precocious young woman whose misplaced confidence in her matchmaking abilities occasions several romantic misadventures.

Emma Woodhouse, Tochter aus wohlhabendem Haus, gibt sich mit Vorliebe dem Vergnügen hin, die Geschicke anderer Menschen zu lenken, sie lebt für das "match-making", das Ehestiften, was zu allerlei Missverständnissen und Komplikationen führt ... (Quelle: Verlagsangaben).

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Love & Relationships

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Books

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Society, Arts & Culture

Jane Austen

Emma

Women Who Run with the Wolves" by Clarissa Pinkola Estés is a rich tapestry of stories, myths, and folklore woven together to explore the feminine psyche and the wild woman archetype.

Estés introduces the concept of the "wild woman," an instinctual, primal aspect of the feminine psyche that is often suppressed or neglected in modern society. This archetype embodies intuition, creativity, and vitality, and it is symbolized by various mythological figures such as the wolf, the wise old woman, and the wild woman herself.

Wild Woman Archetype:

Throughout the book, Estés analyzes and interprets a wide range of myths, fairy tales, and folk stories from different cultures around the world. These stories serve as metaphors for the challenges, struggles, and transformations that women experience in their lives. By delving into these ancient narratives, Estés uncovers timeless wisdom and insights into the feminine journey.

Myths and Folktales:

Estés encourages women to reclaim their inner power and authenticity by embracing their instincts, intuition, and emotions. She emphasizes the importance of connecting with the natural world, honoring one's instincts, and trusting the wisdom of the body. Through storytelling and reflection, she guides readers on a journey of self-discovery and empowerment.

Reclaiming Feminine Power:

The book offers guidance on how women can heal from past wounds, traumas, and societal conditioning. Estés explores the process of inner transformation, which involves confronting fears, embracing the shadow self, and reclaiming lost parts of the psyche. She offers tools, practices, and rituals for self-care, self-expression, and spiritual growth.

Healing and Transformation:

Estés highlights the importance of creativity and self-expression as essential aspects of feminine vitality. She encourages women to cultivate their creative talents, whether through art, writing, dance, or other forms of expression. Creativity, she argues, is a powerful force for healing, liberation, and self-discovery.

Creative Expression:

"Women Who Run with the Wolves" is a deeply insightful and empowering book that resonates with women seeking to reconnect with their inner strength, intuition, and authenticity. It celebrates the wild, untamed spirit within every woman and offers guidance on how to live a more vibrant, fulfilling life in harmony with one's true nature.

NEW YORK TIMES BESTSELLER • One million copies sold! “A deeply spiritual book [that] honors what is tough, smart and untamed in women.”—The Washington Post Book World Book club pick for Emma Watson’s Our Shared Shelf Within every woman there lives a powerful force, filled with good instincts, passionate creativity, and ageless knowing. She is the Wild Woman, who represents the instinctual nature of women. But she is an endangered species. For though the gifts of wildish nature belong to us at birth, society’s attempt to “civilize” us into rigid roles has muffled the deep, life-giving messages of our own souls. In Women Who Run with the Wolves, Dr. Clarissa Pinkola Estés unfolds rich intercultural myths, fairy tales, folk tales, and stories, many from her own traditions, in order to help women reconnect with the fierce, healthy, visionary attributes of this instinctual nature. Through the stories and commentaries in this remarkable book, we retrieve, examine, love, and understand the Wild Woman, and hold her against our deep psyches as one who is both magic and medicine. Dr. Estés has created a new lexicon for describing the female psyche. Fertile and life-giving, it is a psychology of women in the truest sense, a knowing of the soul.

history

History

Clarissa Pinkola Estés Phd

Women Who Run with the Wolves

Explore how Liu Cixin's "dark forest" theory parallels the evolving landscape of the internet, transformed by generative AI. Delve into the challenges of maintaining authentic human interaction amidst the influx of bots, scammers, and synthetic content. This piece aims to shed light on the complexities of digital communication in an age where distinguishing between real and artificial becomes increasingly difficult.

The Dark Forest Theory and the Internet: Navigating the New Digital Wilderness

This video examines the impact of generative artificial intelligence, including large language models and tools capable of creating lifelike text, images, and videos. Discuss the growing difficulty in discerning real from synthetic online and the implications for trust and authenticity in digital spaces.

The Rise of AI and the Challenge of Authenticity Online

Investigate the concept of the "Reverse Turing Test," where the onus falls on humans to demonstrate their humanity within a digital realm proliferated by AI entities. This discussion includes practical strategies for asserting human presence online, emphasizing the importance of human signals in an AI-saturated environment

Proving Humanity: The Reverse Turing Test in a World Dominated by AI

Focus on Kyle Hill's proposed methods for humans to signal their authenticity in a digital world crowded with AI-generated content. From physical presence to institutional verification and the pursuit of algorithmic incoherence, explore how individuals and communities can maintain genuine human connections and interactions online.

Strategies for Human Signaling in the Age of Generative AI

Balance the optimistic potential of generative AI in revolutionizing education and medical research with the darker possibilities of deepfakes and scams. Highlight the need for a nuanced understanding and approach to generative AI, acknowledging its capacity to both significantly benefit and challenge society

The Double-Edged Sword of Generative AI: Potential Perils and Promises

New generative A.I breakthroughs are happening almost every week, it seems. The big question is; Are we ready for it? Noted Science Zaddy Kyle Hill explains what’s coming, the “dark forest” theory of the internet, and the steps we humans can take to pass the “Reverse Turing Test.”

Watch Maggie Appleton’s talk here: https://youtu.be/VXkDaDDJjoA 

00:00 Intro
01:49 The Expanding Forest 
06:08 The Reverse Turing Test
10:28 Algorithmically Incoherent 
14:05 A Warning.

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Videos

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Science & Nature

Award-winning science educator. White House sci-comm advisor. Clean Future Fund's Dogs of Chernobyl ambassador. “A sexy vampire…a legend.” - Post Malone

Kyle Hill
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Kyle Hill

Generative A.I - We Aren’t Ready.

Find 100+ Science Fiction Facts - Curated by others from trusted sources like Books, Podcasts & Articles - Genuine Insights from like-minded Users like You!