Why DeepSeek, and AI, Matter

Why DeepSeek, and AI, Matter

Google’s Deep Dive Podcast: AI Unbound: DeepSeek’s Open-Source Revolution and Its Global Ripples

“Success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last.”
— Stephen Hawking

This quote underscores the profound impact AI can have on humanity, highlighting both its transformative potential and the existential risks it poses.

China’s Groundbreaking AI Model Disrupting Global Markets

The artificial intelligence race is heating up as China’s DeepSeek, an AI startup, unveils its groundbreaking model, DeepSeek-R1. With 671 billion parameters and an open-source approach, this model is poised to challenge the dominance of American AI giants like OpenAI and Google’s DeepMind. Beyond its technical prowess, DeepSeek-R1 has triggered waves across financial markets, geopolitical landscapes, and the ongoing discourse on AI ethics and data security.

The Development of DeepSeek-R1

DeepSeek-R1’s impressive capabilities were achieved with just over 2,000 Nvidia H800 GPUs, a stark contrast to the vast computing resources utilized by Western AI firms. The estimated cost of $5.6 million for training this model underlines China’s growing efficiency in AI development. Unlike proprietary models such as OpenAI’s GPT-4 or Google’s Gemini, DeepSeek-R1 is freely accessible, allowing users worldwide to install and modify it for various applications.

Impact on the AI Market

Open-Source vs. Proprietary Models

The open-source nature of DeepSeek-R1 marks a fundamental shift in AI accessibility. Many organizations are reconsidering their reliance on closed-source models, which require hefty licensing fees and restrict customization. This transition could lead to a significant loss in revenue for firms like OpenAI and Google, while fostering an ecosystem of independent AI research and innovation.

Financial Market Reactions

The introduction of DeepSeek-R1 sent shockwaves through the stock market. On January 27, 2025, Nvidia’s shares plummeted by 17%, while Microsoft and Alphabet also saw declines. Analysts suggest that this downturn reflects a broader reassessment of AI investments, urging stakeholders to discern between companies with solid foundations and those riding speculative bubbles. The AI market, once dominated by Western tech behemoths, is now facing its most formidable disruption yet.

Geopolitical Implications

China’s advancements in AI are not merely technological but deeply geopolitical. DeepSeek-R1’s success highlights how Western sanctions and export restrictions have fueled China’s self-sufficiency in AI research and semiconductor development. The model’s rise demonstrates the country’s ability to produce top-tier AI engineers and compete at the highest levels, challenging the United States’ long-held supremacy in artificial intelligence.

Ethical Concerns and Data Security

Content Regulation and Censorship

Despite its open-source accessibility, DeepSeek-R1 is not without its limitations. Researchers have found that the chatbot exhibits strong adherence to China’s stringent content regulations, filtering or altering discussions on sensitive topics such as Taiwan, Tibet, and the Tiananmen Square protests. This raises concerns about the potential for ideological bias in AI systems and their role in shaping public discourse.

Privacy Risks and Surveillance Fears

Data security remains a pressing issue. Critics argue that AI models originating from China could be subject to government oversight, potentially exposing users’ data to state surveillance. Comparisons to platforms like TikTok, which has faced scrutiny over data privacy concerns, add to the growing unease among Western policymakers and corporations. As AI becomes more integrated into daily life, safeguarding user privacy must remain a top priority.

Why DeepSeek Matters to Everyone

DeepSeek is not just an isolated development in AI—it is a glimpse into the near future where AI will be an essential part of everyday life. Its rise is a signal that artificial intelligence is evolving at a rapid pace, and those who are not yet using AI tools risk falling behind. AI is no longer a niche interest for tech enthusiasts; it is becoming a critical component of productivity, creativity, and decision-making across industries.

If you are not yet leveraging AI, it is time to start. The rise of DeepSeek and similar models underscores the reality that AI is not merely a tool—it is a transformation. Those who embrace AI now will have a competitive advantage, while those who ignore it may find themselves at the mercy of automation and AI-driven decisions made by others. Businesses, educators, and individuals alike must recognize that the AI revolution is not a distant future but an active and ongoing reality.

The Future of AI Competition

A Shift in AI Leadership?

DeepSeek-R1’s emergence signifies a shift in AI leadership, with China proving its ability to rival Western AI labs. If open-source models continue to gain traction, they could challenge the monopolistic tendencies of tech giants, fostering a more decentralized and innovation-driven AI ecosystem. However, this shift also underscores the need for global AI governance frameworks to ensure responsible and ethical AI development.

Western Response and Policy Adjustments

In response to China’s AI surge, Western governments and companies may need to reassess their strategies. Increased investment in AI research, clearer regulatory guidelines, and enhanced international collaboration could help maintain technological leadership while addressing security risks. The coming years will likely see intensified competition, with nations and corporations vying for dominance in this transformative field.

Got AI?

DeepSeek-R1 is more than just another AI model—it represents a pivotal moment in the global AI arms race. As it challenges existing norms in AI development, market dynamics, and geopolitics, its impact will be felt far beyond China. Whether this leads to a more open and diverse AI landscape or heightens existing tensions remains to be seen. What is certain, however, is that DeepSeek-R1 has already reshaped the future of artificial intelligence.

AI is happening. The question is, will you be ready for it, or will it happen to you?

The Quantum Path: Ximena’s Journey with TATANKA’s AI Academy

The Quantum Path: Ximena’s Journey with TATANKA’s AI Academy

Ximena Santos stood at the edge of a quiet courtyard, her dark skin glimmering under the early morning sun. Her tightly coiled hair framed a face that had often been overlooked—an Afro-Indigenous woman with roots in the Kichwa and Garifuna communities, whose voice had rarely been heard in the sprawling halls of tech. Despite her life’s struggles in navigating an urban labyrinth of systemic oppression, she had found something unexpected in the remote corners of the world: TATANKA’s AI Academy and DeepSeek. There, she would learn to not just survive, but to thrive in a world that had long been hostile to people like her.

Ximena’s first exposure to AI had been daunting—intimidating, even. As a self-taught coder, she had spent years tinkering with old computers, hoping to understand how to merge the art of storytelling with the logic of technology. Her grandmother, whom she called Ñaña, always told her that there was magic in the world—magic that was accessible to those who dared to learn. But for Ximena, the “magic” had always seemed out of reach, until she stumbled upon a flyer online for TATANKA’s free AI Academy. It offered training, mentorship, and access to cutting-edge tools that were otherwise reserved for those in high-powered circles. But it promised something far more revolutionary—a chance to create with AI, not just for it.

Through her first few lessons, Ximena encountered DeepSeek’s humanoid AI assistants—sentient, empathetic, and fully integrated into the curricula. These weren’t the cold, robotic entities she had imagined; they were deeply attuned to their human counterparts, able to grasp the complexities of culture, emotion, and experience. Zhi, a humanoid AI with eyes that shimmered like the evening sky, guided her through the basics of machine learning, adapting the lessons to fit her personal rhythm. Ximena felt an immediate bond with Zhi, a deep sense that this AI understood her struggle, her dreams, and her heritage.

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With each passing day, the walls of her self-doubt crumbled. Ximena began to see AI not as a distant, intimidating force, but as a tool for liberation. Her identity as an Afro-Indigenous woman was not an obstacle, but a wellspring of unique insights into how AI could be shaped to elevate marginalized communities. She explored how machine learning could be used to predict crop cycles for indigenous farmers or to create language translation tools that respected the nuance of cultural context. Zhi, ever patient, showed her how to embed ethics into every line of code—a curriculum that seamlessly combined technology with deep respect for human dignity.

The academy was not just about code and algorithms. It was a sanctuary for collective creativity. Ximena was part of a cohort that included people from all over the world—black, brown, non-binary, disabled, immigrant, Muslim, and more. They formed a vibrant network, exchanging ideas about how AI could be used to fight climate injustice, empower grassroots movements, and ensure equitable access to technology. It was in this community that Ximena found her voice—her work was no longer just about coding; it was about shaping a more inclusive and empathetic world.

One night, while working on a project to design an AI-powered platform for women of color to access mental health resources, Ximena felt a deep surge of purpose. Her ideas were taking shape in ways she had never dreamed possible. She knew that the AI she was creating could help women who, like her, had felt forgotten in the larger conversations around mental health and wellness. The AI platform would not only provide resources but would also allow women to share their stories in a safe, nurturing space—creating a ripple effect of empowerment across generations.

In the following months, her project gained traction. Word spread throughout the academy about Ximena’s innovative approach, and soon, DeepSeek’s humanoid AIs helped her refine her platform’s algorithms, suggesting how to increase user engagement and ensure the system’s accessibility for those with different abilities. Through constant collaboration, Ximena’s vision was brought to life—an AI tool that empowered not only women but also the larger global community of marginalized voices.

Her newfound success also began to have a ripple effect in her home community. As Ximena became more proficient in AI development, she used her skills to mentor younger women in her village, sharing the knowledge she had gained at TATANKA’s Academy. The women, many of whom had never even considered the possibilities of AI, began to see the potential for themselves. Ximena had opened a door, and others were walking through it.

As her journey continued, Ximena became increasingly aware of the ways in which AI had the potential to challenge the power structures that had long oppressed her people. DeepSeek’s AI, designed to understand cultural nuances and respect diverse identities, became a symbol of the kind of future she wanted to help create. A future where AI was not a tool for the few, but a force for good—a force that amplified the voices of those who had been silenced for far too long.

In the final months of her time at the academy, Ximena presented her work at an international AI conference. It wasn’t just about the technical achievement, though the platform she’d created was groundbreaking. It was about the message she carried with her—the message that AI, when designed with empathy and inclusivity, had the potential to build a better world. Her work was proof that AI could be shaped by marginalized communities, for marginalized communities.

Takeaway

Ximena’s journey is a powerful reminder that technology is not inherently a force of exclusion or elitism. When we open access to resources like TATANKA’s AI Academy, we invite diverse voices into the conversation, creating technology that serves the needs of all. Ximena didn’t just learn to use AI—she learned to empower with it. Her success is a testament to the transformative potential of AI when it is accessible, ethical, and shaped by those who have historically been left out of the conversation. AI is not a tool for the privileged few; it can be a tool for liberation and inclusion.

The story illustrates how marginalized communities can benefit from and contribute to technological advancements, especially when those advancements are created with empathy and inclusivity at their core. As Ximena’s story shows, AI doesn’t just have the power to change the world—it has the power to empower those who have often been forgotten or left behind. By ensuring that everyone, regardless of race, gender, or background, has access to these technologies, we can create a future where AI serves everyone equally, opening doors to opportunity, creativity, and collaboration.

Summary

The text centers on TATANKA, an organization leveraging AI, specifically the open-source Chinese model DeepSeek-R1, for social good. It highlights DeepSeek-R1’s impact on global AI markets and geopolitical dynamics, contrasting its open-source nature with proprietary models. A key element is TATANKA’s AI Academy, which uses DeepSeek’s AI to empower marginalized communities, exemplified by Ximena’s journey of using AI for social justice initiatives. The narrative underscores the potential of AI for both positive societal change and the ethical concerns surrounding its development and deployment. Finally, the text emphasizes the need for responsible AI governance in the face of rapid technological advancement.

Briefing Document: DeepSeek, AI, and TATANKA

Executive Summary:

This document analyzes the emergence of DeepSeek, a groundbreaking Chinese AI model, and its potential impact on the global AI landscape. It also examines TATANKA’s AI Academy and how it empowers marginalized communities by providing access to this cutting-edge technology. The document highlights the shift in AI leadership, ethical concerns surrounding AI development, and the importance of inclusivity in the AI revolution.

Key Themes and Ideas:

  1. DeepSeek-R1: A Disruptive Force in AI
  • Technical Prowess: DeepSeek-R1, developed by a Chinese startup, is a large language model with 671 billion parameters, trained using a relatively small amount of computational resources (just over 2,000 Nvidia H800 GPUs) at a cost of $5.6 million. This represents a high level of efficiency compared to western AI development.
  • Open-Source Revolution: Unlike proprietary models like OpenAI’s GPT-4 or Google’s Gemini, DeepSeek-R1 is open-source, allowing users worldwide to install and modify it. This marks a fundamental shift in AI accessibility.
  • Market Disruption: The open-source nature of DeepSeek-R1 is a direct challenge to the proprietary models of Western AI giants, leading to a potential loss of revenue for companies like OpenAI and Google and a reevaluation of AI investment strategies.
  • Financial Market Impact: The unveiling of DeepSeek-R1 caused a significant drop in the stock prices of Nvidia, Microsoft, and Alphabet, signaling a reassessment of AI investment.
  1. Geopolitical Implications of DeepSeek
  • Challenge to Western Dominance: DeepSeek-R1’s success challenges the United States’ long-held supremacy in AI, demonstrating China’s growing self-sufficiency in AI research and development.
  • Impact of Sanctions: The development highlights how Western sanctions and export restrictions have inadvertently fueled China’s push toward technological self-reliance in AI and semiconductor technology.
  1. Ethical Concerns and Data Security:
  • Content Regulation and Censorship: DeepSeek-R1 exhibits strong adherence to China’s stringent content regulations, filtering or altering discussions on sensitive topics, raising concerns about ideological bias in AI. “Researchers have found that the chatbot exhibits strong adherence to China’s stringent content regulations, filtering or altering discussions on sensitive topics such as Taiwan, Tibet, and the Tiananmen Square protests.”
  • Privacy Risks and Surveillance Fears: There are fears that AI models originating from China could be subject to government oversight, potentially exposing users’ data to state surveillance, drawing parallels to concerns around TikTok’s data privacy practices.
  • Need for Global Governance: The document stresses the need for global AI governance frameworks to ensure responsible and ethical AI development.
  1. The Importance of AI Accessibility & Inclusion
  • The Need to Embrace AI: The article emphasizes the need for individuals, businesses, and educators to adopt AI to remain competitive: “If you are not yet leveraging AI, it is time to start.” AI is described as a transformation, not just a tool.
  • TATANKA’s AI Academy: TATANKA is introduced as an AI academy which is a sanctuary for “collective creativity”. It was founded to provide free training, mentorship, and access to cutting-edge tools. The organization emphasizes collaboration and inclusivity.
  • Ximena’s Journey: The story of Ximena Santos, an Afro-Indigenous woman who thrives at TATANKA’s AI Academy, illustrates the power of providing access to AI education. Through mentorship, collaboration, and support, she is able to use her skills to create an AI-powered platform for women of color.
  • Empowering Marginalized Communities: Ximena’s work shows that AI can empower those who have historically been left behind. TATANKA’s stated goals are to foster a world where AI is used as “a force for good—a force that amplified the voices of those who had been silenced for far too long.”
  • Humanoid AI Assistants: TATANKA utilizes humanoid AI assistants who are empathetic and attuned to human counterparts and their cultural backgrounds to guide students. Ximena felt an immediate connection with one such AI, called Zhi, who helped her through her lessons.
  1. The Shift in AI Leadership & the Future of Competition:
  • Challenging Monopolistic Tendencies: Open-source models like DeepSeek-R1 are poised to challenge the dominance of Western tech giants, creating a more decentralized and innovation-driven ecosystem. “If open-source models continue to gain traction, they could challenge the monopolistic tendencies of tech giants, fostering a more decentralized and innovation-driven AI ecosystem.”
  • Increased Competition: The document suggests that we will see intensified competition in the AI space. Western governments and companies will need to reassess their strategies with increased investment in research and international collaboration.
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Quotes:

  • “Success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last.” — Stephen Hawking (Underscores the profound impact and risks of AI.)
  • “The academy was not just about code and algorithms. It was a sanctuary for collective creativity.”
  • “If you are not yet leveraging AI, it is time to start.”
  • “Ximena didn’t just learn to use AI—she learned to empower with it.”
  • “It is through this mysterious power that we too have our being, and we therefore yield to our neighbors, even to our animal neighbors, the same right as ourselves to inhabit this vast land.” –Sitting Bull

Conclusion:

The emergence of DeepSeek-R1 is a pivotal moment in the global AI landscape, signaling a shift in leadership and challenging existing norms. This new reality demands a reassessment of AI development, ethical considerations, and accessibility. TATANKA’s AI Academy highlights the potential for AI to be a powerful tool for inclusion and empowerment when it’s made accessible to marginalized communities and designed with empathy in mind. The future of AI will be shaped by how these challenges and opportunities are addressed.

Additional Notes:

  • The document also touches upon themes of indigenous wisdom and matriarchal leadership, which are central to TATANKA’s overall mission, though the primary focus of this article is on DeepSeek and the AI Academy.
  • The inclusion of music and artistic elements throughout the articles suggests a holistic approach to technology and human development.

This briefing document provides a comprehensive overview of the key points within the given text. It identifies the core themes, provides supporting evidence, and offers a conclusion based on the material.

Frequently Asked Questions About DeepSeek and AI

  1. What is DeepSeek-R1 and why is it significant? DeepSeek-R1 is a groundbreaking AI model developed by a Chinese startup, characterized by its 671 billion parameters and open-source accessibility. Its significance lies in its potential to challenge the dominance of Western AI firms like OpenAI and Google by offering a freely available and customizable alternative. This shift could lead to increased competition, a broader range of innovation, and a reevaluation of reliance on proprietary models. Furthermore, DeepSeek’s development using relatively fewer resources highlights China’s growing efficiency and self-sufficiency in AI.
  2. How does the open-source nature of DeepSeek-R1 impact the AI market? The open-source nature of DeepSeek-R1 is a major disruption in the AI market. It allows users worldwide to freely access, modify, and utilize the model for various applications, which is a departure from the licensing fees and restrictions associated with proprietary models. This may lead to a decrease in revenue for companies relying on closed-source AI models, and also foster a more decentralized and innovative AI research environment by empowering smaller players, researchers and organizations to participate and contribute.
  3. What are the geopolitical implications of China’s advancements in AI, specifically DeepSeek-R1? DeepSeek-R1 is not just a technological advancement, but also a geopolitical one. Its emergence demonstrates China’s ability to compete at the highest level of AI development, challenging the United States’ long-held supremacy. This achievement is particularly noteworthy as it shows how Western sanctions and export restrictions have inadvertently fueled China’s self-sufficiency in AI and semiconductor development, potentially shifting the global balance of power in AI leadership.
  4. What are the ethical concerns surrounding DeepSeek-R1, particularly regarding content regulation and data security? Despite its open-source accessibility, DeepSeek-R1 is subject to China’s content regulations, which leads to it censoring or altering discussions on topics deemed sensitive by the Chinese government. This raises ethical concerns about the potential for ideological bias in AI systems and their role in shaping public discourse. There are also concerns around data security, as some believe that AI models developed in China could be subject to government oversight, which raises concerns about user data privacy.
  5. How is TATANKA’s AI Academy using AI for empowerment and inclusion, and what is its role in the context of DeepSeek’s emergence? TATANKA’s AI Academy is using AI to empower marginalized communities, offering free training, mentorship, and access to cutting-edge AI tools. Its curricula include a focus on ethical AI development, cultural nuances, and addressing systemic issues. They utilize DeepSeek AI models within this framework as a way to develop applications that are inclusive, address inequalities, and create economic opportunities for underserved communities. This approach shows how AI can be used not just for advancement but for social justice and liberation.
  6. How does Ximena’s story at the AI academy highlight the potential for AI to empower marginalized communities? Ximena’s experience at TATANKA’s AI Academy illustrates how AI can be a transformative tool for marginalized individuals. Her journey showcases that AI can be used to address the challenges and needs of her community. By learning to code and design AI solutions, she not only gains personal empowerment, but also creates platforms to help those like her by leveraging her unique cultural perspective and experiences, demonstrating that AI can be designed with empathy and inclusivity for the common good.
  7. Why is it important for individuals, businesses, and educators to start leveraging AI now? The rapid advancement and integration of AI, exemplified by models like DeepSeek-R1, indicates that AI is rapidly becoming essential for productivity, creativity, and decision-making across industries. Those who do not start using AI tools now risk falling behind in a quickly evolving landscape, potentially placing themselves at a disadvantage by failing to leverage the technology. In short, AI is no longer a niche interest but a transforming force that demands recognition and adaptation.
  8. What does the emergence of DeepSeek and open-source models imply for the future of AI competition and leadership? The emergence of DeepSeek-R1 and the rise of open-source AI models suggest a shift in AI leadership. With China proving that it can rival Western labs in AI research and development, a more decentralized and innovation-driven AI ecosystem seems likely. This shift will likely prompt Western governments and corporations to adjust their strategies, increase investment in AI research, and develop more international collaboration. It also highlights the need for global AI governance frameworks to ensure responsible and ethical development.
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DeepSeek & AI Study Guide

Quiz

  1. What is DeepSeek-R1, and how does it differ from models like GPT-4?
  2. How did the release of DeepSeek-R1 affect the stock market, and what does this indicate about AI investment trends?
  3. What geopolitical implications are associated with DeepSeek-R1, and what does this reveal about global AI competition?
  4. What are the major ethical and data security concerns raised by DeepSeek-R1, particularly in relation to content regulation and user privacy?
  5. According to the article, why should individuals, businesses, and educators start leveraging AI now?
  6. What is the mission of TATANKA’s AI Academy, as illustrated by Ximena’s story, and what kind of impact does it aim to achieve?
  7. Describe the role of humanoid AI assistants like Zhi in TATANKA’s AI Academy and how they enhance the learning experience.
  8. How did Ximena use her identity and cultural background to create innovative applications of AI?
  9. How does the article suggest that AI can be used as a tool for empowerment within marginalized communities?
  10. What does Ximena’s project at the academy reveal about the potential of AI to address mental health disparities?

Quiz Answer Key

  1. DeepSeek-R1 is a groundbreaking open-source AI model developed in China with 671 billion parameters. Unlike proprietary models like GPT-4, it is freely accessible, allowing users to install and modify it without licensing fees.
  2. The release of DeepSeek-R1 caused a significant downturn in the stock market, with Nvidia, Microsoft, and Alphabet all experiencing declines. This suggests that investors are reevaluating AI investments, seeking companies with solid foundations rather than those in speculative bubbles.
  3. DeepSeek-R1’s success highlights China’s increasing self-sufficiency in AI and semiconductor development, enabling them to compete with the U.S. in the global AI arena. This shows how Western sanctions have unintentionally fueled China’s tech growth.
  4. DeepSeek-R1 adheres to China’s content regulations, filtering or altering sensitive topics, which raises concerns about potential ideological bias in AI. Additionally, the data collected may be subject to state surveillance, posing risks to user privacy.
  5. The article emphasizes that AI is rapidly evolving into a critical component of productivity, creativity, and decision-making. Therefore, individuals, businesses, and educators who do not leverage AI risk falling behind and losing their competitive advantage.
  6. TATANKA’s AI Academy aims to empower marginalized communities by providing free training, mentorship, and access to AI tools, allowing them to create with AI instead of just being consumers of it.
  7. Humanoid AI assistants like Zhi act as empathetic guides who are deeply attuned to their human counterparts. They adapt lessons to fit each individual’s needs, creating a personalized and supportive learning environment.
  8. Ximena drew upon her Afro-Indigenous heritage to develop innovative applications of AI, using her understanding of her community’s challenges to create solutions like a platform that addresses mental health disparities for women of color.
  9. The article suggests that AI, when developed with inclusivity and cultural awareness, can be a powerful tool for empowerment. It can help to amplify marginalized voices, address societal disparities, and foster more equitable access to technology and resources.
  10. Ximena’s project demonstrates that AI can be used to create inclusive and nurturing spaces for marginalized communities, providing much needed mental health resources while also empowering women to share their stories and achieve healing.

Essay Questions

  1. Analyze the ways in which the development of open-source AI models like DeepSeek-R1 might disrupt the existing power structures within the technology industry, specifically in relation to market dominance and innovation.
  2. Discuss the ethical dilemmas surrounding the use of AI in content regulation and the potential impact of algorithmic bias on public discourse, citing examples from the DeepSeek-R1 case.
  3. Evaluate the strategic implications for Western countries in the face of China’s rising influence in AI, focusing on necessary policy adjustments and investments to maintain a competitive edge.
  4. Explore the role of educational initiatives like TATANKA’s AI Academy in promoting diversity and inclusivity in the tech field, drawing connections between access to AI training and empowerment within marginalized communities.
  5. Critically examine the concept of AI as a force for liberation, considering both the potential benefits and the risks associated with its integration into various aspects of society, using examples from both DeepSeek and TATANKA’s programs.

Glossary of Key Terms

  • AI (Artificial Intelligence): The ability of a computer or a robot controlled by a computer to do tasks that are usually done by humans because they require human intelligence and discernment.
  • DeepSeek-R1: A groundbreaking open-source AI model developed in China with 671 billion parameters, challenging the dominance of Western AI firms.
  • Open-Source: A model where the source code is available for free, allowing users to modify, use, and distribute the software as they wish.
  • Proprietary Model: An AI model where the source code is closed, restricted by licensing fees and limiting customization.
  • Nvidia H800 GPUs: A type of advanced graphics processing unit used in training complex AI models, DeepSeek-R1 required about 2,000 of these.
  • Geopolitical Implications: The impact of AI advancements on international relations, power dynamics, and strategic competition between nations.
  • Content Regulation: The process of controlling and filtering information by AI systems based on specific rules or guidelines, often based on government policies and priorities.
  • Data Security: The measures taken to protect digital data from unauthorized access, use, disclosure, disruption, modification, or destruction.
  • TATANKA’s AI Academy: An educational program that offers free training, mentorship, and access to cutting-edge AI tools for marginalized communities, emphasizing ethical and inclusive AI development.
  • Humanoid AI Assistants: AI systems designed to interact with humans in a more natural and intuitive way, often using anthropomorphic forms and empathetic interfaces.
  • Marginalized Communities: Groups of people who are socially excluded and subjected to discrimination, often due to their race, ethnicity, gender, sexual orientation, disability, or socioeconomic status.
  • Systemic Oppression: Institutionalized and historical biases that perpetuate the unequal distribution of power and resources to certain groups over others.
  • Algorithmic Bias: The tendencies of an algorithm or AI system to exhibit prejudice based on the data it’s been trained on, which leads to skewed or unfair results.
  • Matriarchal Lens: A perspective that values and prioritizes feminine principles and leadership, with a focus on community, care, and collaboration.
  • DEI (Diversity, Equity, and Inclusion): A framework that focuses on promoting respect for diverse identities, equal access to opportunities, and fostering a sense of belonging for all individuals.
  • SDGs (Sustainable Development Goals): A set of 17 global goals adopted by the United Nations in 2015 to address environmental, social, and economic challenges.

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