The advent of artificial intelligence (AI) has revolutionized various sectors, ranging from healthcare to entertainment. However, as AI technologies advance, so do concerns about their ethical implications, societal impacts, and potential risks. As AI becomes increasingly integrated into our daily lives, it is essential to consider ways to regulate and, in some cases, block AI development to ensure it benefits humanity while mitigating its risks. This article explores six strategies and perspectives on blocking and regulating AI, drawn from a combination of technical, legal, and ethical approaches. By looking at movements, protocols, academic research, books, articles, and emerging technologies like blockchain, we can better understand the multifaceted nature of AI control.
1. PauseAI Movement: Advocating for a Global AI Moratorium
One of the most prominent initiatives advocating for AI regulation is the PauseAI Movement, launched in 2023. The movement urges a global pause on the training of AI systems more powerful than GPT-4 until adequate safety measures and regulations are put in place. Founders of the movement argue that AI technologies, particularly generative models capable of mimicking human intelligence, pose significant existential risks. These systems, capable of influencing mass behaviors, generating fake news, and potentially surpassing human control, require a framework to ensure their safe use (PauseAI, 2023).
The movement advocates for the creation of an international AI safety agency tasked with overseeing AI developments and ensuring they align with human-centric values. The key concern is the acceleration of AI technology without appropriate safety and ethical guidelines. A pause in AI development would allow governments, industries, and academics to focus on creating comprehensive regulations to ensure that future AI technologies are both transparent and controllable, protecting societies from unintended consequences (PauseAI, 2023). This proposal highlights the need for global collaboration in regulating advanced AI systems to mitigate the potential dangers they pose.
2. Robots.txt Protocol: Restricting AI Access to Web Data
While movements like PauseAI focus on broader regulatory concerns, practical tools like the robots.txt protocol can help block or limit AI access to digital content on websites. Robots.txt is a standard used by websites to control and restrict web crawlers, which are often used by AI models to scrape content from the internet for training purposes. By configuring robots.txt files, website owners can prevent AI crawlers from accessing their data, limiting the amount of content available for AI training (Datadome, n.d.).
While robots.txt is a commonly used tool to block traditional web crawlers, AI systems often circumvent these blocks. However, it serves as one of the first layers of defense for content creators and businesses concerned about the unauthorized use of their data. By blocking AI bots from accessing sensitive or proprietary information, individuals can protect their content and limit its use in AI model training. This approach emphasizes the importance of maintaining control over data and ensuring that personal and professional content is not exploited without permission.
3. Closing the Gates to an Inhuman Future: Advocating for AI Computational Limits
In addition to regulatory movements and practical tools, the academic community has begun to advocate for strict limitations on AI development, particularly with regard to computational resources. One influential paper, Closing the Gates to an Inhuman Future, proposes hard limits on the computational resources used to train and operate advanced AI systems. The paper’s authors argue that the exponential growth in computational power used to train AI models could lead to the creation of superintelligent systems that surpass human intelligence, which could then become uncontrollable and pose significant risks to humanity (Shah et al., 2023).
The paper advocates for government-imposed limits on the computational power available for training AI systems, a proposal that aligns with the PauseAI movement’s goals of creating a global regulatory framework for AI. By limiting resources, researchers could focus on making existing AI systems safer, more transparent, and easier to control. The goal is to prevent the emergence of autonomous AI systems that could become too powerful to regulate and ensure that AI remains aligned with human values. This approach calls for collaboration between governments, regulatory bodies, and AI developers to put in place safeguards that prevent the creation of superhuman AI systems.
4. Resisting AI: A Critical Examination of AI's Social Impact
Alongside technical and regulatory measures, ethical considerations play a significant role in blocking or resisting AI development. In Resisting AI, author Dan McQuillan argues that AI systems are often designed to perpetuate social inequalities and reinforce existing power structures. Instead of focusing solely on technological control, McQuillan suggests a more profound resistance to AI technologies that perpetuate social injustice and inequality (McQuillan, 2023).
McQuillan advocates for an anti-fascist approach to AI, where technologies are not used to control or manipulate people but to uplift and empower marginalized communities. His work calls for a societal shift in how we approach AI, urging policymakers to prioritize the ethical implications of AI rather than its technological prowess. McQuillan’s view emphasizes that blocking AI development isn’t just about technical regulation; it’s also about ensuring that AI does not reinforce harmful social, political, and economic dynamics. This approach calls for more comprehensive ethical standards in AI development that consider its broader societal impact.
5. Stopping AI Data Collection: A Guide to Data Privacy and AI Training
As AI systems rely heavily on vast amounts of data to train models, controlling the data available for AI training becomes a crucial aspect of blocking AI development. The article How to Stop Your Data from Being Used to Train AI in Wired discusses practical steps that individuals and organizations can take to prevent their data from being scraped and used in AI training. One of the primary tools for controlling AI data collection is configuring settings to block AI bots, using privacy-focused tools, and ensuring that content creators have control over how their data is accessed (Wired, 2023).
The article also touches on the importance of data privacy regulations, such as the General Data Protection Regulation (GDPR) in the European Union, which aims to protect personal data and give individuals more control over their information. By actively opting out of AI data collection and using tools like CAPTCHA and robots.txt, individuals and organizations can block AI models from accessing their data, reducing the risk of unauthorized data use. This proactive approach to data privacy is one of the most effective ways to limit AI development from a data perspective.
6. Blockchain and AI: A Solution for Regulating AI's Impact
Blockchain technology, often associated with cryptocurrencies, has also emerged as a potential solution for regulating AI development. In the article Blockchain and Generative AI: A Perfect Pairing? by KPMG, the authors explore how blockchain can be used to ensure the transparency and authenticity of AI-generated content. By integrating blockchain with AI, it is possible to create systems that verify the origins of AI-generated content and prevent manipulation (KPMG, 2023).
Blockchain’s decentralized nature offers a way to create a transparent record of how AI systems are trained and how they interact with data. This could help prevent the misuse of AI for creating misleading content, ensuring that AI remains accountable and aligned with ethical standards. By using blockchain to verify data sources and track AI decisions, developers can increase the accountability of AI systems, ensuring that they are not used to deceive or manipulate individuals. Blockchain, therefore, offers a solution to the challenge of AI regulation by providing a transparent, decentralized system that can track and verify AI processes.
Conclusion: Moving Forward with Responsible AI Regulation
Blocking or regulating AI development requires a multifaceted approach, combining technical measures, ethical considerations, and legal frameworks. The strategies outlined in this article—ranging from global moratoriums like PauseAI, to practical tools like robots.txt, to ethical perspectives on AI resistance—highlight the diverse ways in which AI can be controlled and regulated.
As AI technologies continue to evolve, it is essential that governments, researchers, and businesses work together to establish clear regulations and ethical standards. The goal should be to ensure that AI serves humanity in a way that promotes safety, fairness, and transparency, rather than exacerbating societal inequalities or threatening human autonomy.
Whether through limiting computational power, restricting data access, or leveraging emerging technologies like blockchain, the future of AI regulation lies in creating systems that align with human values and contribute to the greater good. It is only by taking a proactive, comprehensive approach to AI control that we can ensure these technologies remain a force for positive change, rather than an uncontrollable risk.
References
PauseAI. (2023). PauseAI Movement. Retrieved from https://en.wikipedia.org/wiki/PauseAI
Datadome. (n.d.). How to Protect Your Website Against Intensive Scraping: Scraper and Crawler Bots. Retrieved from https://datadome.co/guides/scraping/scraper-crawler-bots-how-to-protect-your-website-against-intensive-scraping/?utm_source=chatgpt.com
Shah, N., et al. (2023). Closing the Gates to an Inhuman Future: The Case for Computational Limits on AI Development. Retrieved from https://arxiv.org/abs/2311.09452
McQuillan, D. (2023). Resisting AI: Ethical Considerations and the Future of Technology. Retrieved from https://www.mdpi.com/2504-4990/5/1/6?utm_source=chatgpt.com
Wired. (2023). How to Stop Your Data from Being Used to Train AI. Retrieved from https://www.wired.com/story/how-to-stop-your-data-from-being-used-to-train-ai?utm_source=chatgpt.com
KPMG. (2023). Blockchain and Generative AI: A Perfect Pairing? Retrieved from https://kpmg.com/us/en/articles/2023/blockchain-artificial-intelligence.html?utm_source=chatgpt.com
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INDIA | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | | |
ITALY | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
JAPAN | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | | 9798345059074 |
MEXICO | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
NETHERLANDS | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
POLAND | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
SINGAPORE | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
SPAIN | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
SWEDEN | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
UAE | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
UK | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
USA | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
AUSTRALIA | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | | 9798345898673 |
BELGIUM | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
BRAZIL | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
CANADA | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
EGYPT | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
FRANCE | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
GERMAN | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
INDIA | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | | |
ITALY | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
JAPAN | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | | 9798345898673 |
MEXICO | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
NETHERLANDS | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
POLAND | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
SINGAPORE | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
SPAIN | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
SWEDEN | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
UAE | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
UK | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
USA | Mastering Positive Reinforcement AI: Harnessing the Power of Reward Systems for Enhanced Learning and Behavior Modification by Nik Shah | B0DLW15CCQ | 9798345899144 | 9798345898673 |
AUSTRALIA | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | | 9798340889522 |
BELGIUM | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
BRAZIL | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
CANADA | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
EGYPT | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
FRANCE | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
GERMAN | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
INDIA | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | | |
ITALY | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
JAPAN | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | | 9798340889522 |
MEXICO | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
NETHERLANDS | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
POLAND | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
SINGAPORE | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
SPAIN | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
SWEDEN | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
UAE | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
UK | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
USA | Modern Pragmatism with Ai Robotics:... by Nik Shah | B0DJBPKRQ8 | 9798340890627 | 9798340889522 |
AUSTRALIA | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | |
BELGIUM | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
BRAZIL | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
CANADA | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
EGYPT | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
FRANCE | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
GERMAN | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
INDIA | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
ITALY | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
JAPAN | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
MEXICO | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
NETHERLANDS | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
POLAND | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
SINGAPORE | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
SPAIN | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
SWEDEN | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
UAE | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
UK | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
USA | Mastering AI Blocks: Defense Mechanisms, Prevention, and Elimination: How to Block Artificial Intelligence including Grok, Watson, Gemini, Claude, ChatGPT & Meta by Nik Shah | B0DNVT8M1G | 979-8300982546 | 979-8300981877 |
AUSTRALIA | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | | 9798340972071 |
BELGIUM | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
BRAZIL | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
CANADA | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
EGYPT | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
FRANCE | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
GERMAN | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
INDIA | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | | |
ITALY | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
JAPAN | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | | 9798340972071 |
MEXICO | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
NETHERLANDS | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
POLAND | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
SINGAPORE | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
SPAIN | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
SWEDEN | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
UAE | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
UK | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
USA | Mastering Artificial Advanced Autom... by Nik Shah | B0DJCN87LC | 9798340974389 | 9798340972071 |
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