Artificial intelligence (AI) holds the potential to revolutionize industries, improve efficiencies, and enhance quality of life. However, the rapid development of AI technologies has sparked growing concerns about their societal implications, including issues of control, privacy, ethics, and long-term consequences. As AI systems become increasingly advanced, it is imperative to explore measures that can block or regulate their deployment to prevent misuse. This article examines six approaches to blocking or limiting AI development, ranging from global advocacy movements like PauseAI, to technical measures like robots.txt, academic proposals for AI limits, ethical resistance, data protection strategies, and blockchain integration for AI accountability.
1. PauseAI Movement: A Call for Global Regulation and Ethical Development
The PauseAI Movement, founded in 2023, is one of the most prominent global initiatives calling for a temporary halt on the training of AI systems more powerful than GPT-4. The movement emphasizes the need for a global pause to evaluate the potential risks associated with AI systems that could surpass human intelligence, posing existential threats to humanity. PauseAI advocates for an international regulatory agency that would oversee AI development, ensuring that future AI systems are designed and deployed with safety, transparency, and ethical considerations at the forefront (PauseAI, 2023).
The key principle of PauseAI is that AI should not advance beyond current capabilities without proper safeguards in place. AI technologies, especially generative models that can mimic human behavior, have the potential to manipulate social and political systems or create content that misleads and harms people. The PauseAI movement calls for more research into AI alignment, which aims to ensure AI systems are aligned with human values before their deployment. The initiative seeks to slow down AI development, urging researchers, governments, and the global community to put safety measures in place to protect against unintended and potentially catastrophic outcomes (PauseAI, 2023).
2. Robots.txt: A Technical Solution for Blocking AI Data Scraping
As part of efforts to regulate AI, robots.txt provides a practical solution for preventing AI systems from scraping data from websites without permission. Robots.txt is a protocol that website owners can use to instruct web crawlers, including AI bots, on which parts of their websites should not be accessed. AI systems often rely on vast datasets scraped from the web to train their models, making it crucial for content creators to control how their data is used (Datadome, n.d.).
By implementing robots.txt, website administrators can restrict AI bots from accessing specific parts of their sites, thereby limiting the data available for training AI systems. While this tool is not foolproof—since some AI crawlers may disregard robots.txt—it serves as an essential first line of defense. This is especially important for individuals and businesses that wish to maintain control over their intellectual property and sensitive information. With data privacy being a growing concern in AI governance, robots.txt represents a step toward greater control over digital assets and privacy (Datadome, n.d.).
3. Closing the Gates to an Inhuman Future: The Case for Limiting Computational Power
In addition to regulatory movements like PauseAI, academic researchers have explored the idea of limiting the computational resources available for training AI systems. The paper Closing the Gates to an Inhuman Future argues for national and international regulations that would restrict the computational power used to train AI models. The authors contend that without such limitations, the rapid escalation of AI’s capabilities could lead to the development of superintelligent systems beyond human control, which could pose serious risks to humanity (Shah et al., 2023).
The key recommendation is to impose restrictions on the hardware and infrastructure available for training AI models. By limiting computational power, AI development could be slowed, allowing for more careful consideration of the ethical implications and potential dangers of AI systems. This proposal aligns with PauseAI’s goals and presents a concrete regulatory approach for managing the risks associated with AI. The authors argue that computational limits could also foster more responsible research, ensuring AI remains aligned with human values and societal needs (Shah et al., 2023).
4. Resisting AI: An Ethical Call for Responsible Development
Ethical concerns surrounding AI technologies have also led to calls for resistance against certain forms of AI development. In Resisting AI, Dan McQuillan critiques the use of AI to reinforce existing power structures and perpetuate societal inequalities. McQuillan’s work advocates for resistance to AI systems that exacerbate these issues, emphasizing the need for ethical frameworks that prioritize human dignity, fairness, and equality over technological advancement (McQuillan, 2023).
McQuillan argues that AI technologies should not be designed to control or manipulate people, nor should they be used to entrench social and political inequalities. Instead, AI should be developed with a focus on social justice and ethical considerations. By resisting harmful AI systems and advocating for the responsible development of technologies that promote equality, transparency, and fairness, McQuillan’s work underscores the importance of ensuring that AI serves humanity’s broader ethical interests. This approach goes beyond limiting AI’s capabilities and calls for a fundamental rethinking of AI’s role in society (McQuillan, 2023).
5. How to Stop Your Data from Being Used to Train AI: Protecting Personal Data
One of the most effective ways to block or limit AI development is to protect personal and proprietary data from being used in training AI models. The article How to Stop Your Data from Being Used to Train AI offers practical advice for individuals and organizations to prevent their data from being scraped by AI systems. By configuring privacy settings, using encryption, and employing tools like robots.txt, users can block AI bots from accessing their content and limit how their data is used for AI training (Wired, 2023).
Data privacy is a major concern in the age of AI, as AI systems require large datasets to improve their algorithms. Without proper protections, personal data can be harvested without consent, leading to privacy violations and potential misuse. This article emphasizes the importance of individuals taking proactive steps to protect their personal data. Preventing AI from accessing and using personal data can reduce the risks associated with AI, ensuring that individuals have greater control over their information and how it is used (Wired, 2023).
6. Blockchain and AI: Ensuring Transparency and Accountability
Blockchain technology has emerged as a potential tool for regulating AI and ensuring its accountability. In the article Blockchain and Generative AI: A Perfect Pairing?, the authors discuss how blockchain’s decentralized and transparent nature can enhance the accountability of AI systems. By integrating blockchain with AI, developers can create verifiable records of AI-generated content, ensuring that AI actions are transparent and traceable (KPMG, 2023).
Blockchain offers a solution to one of the key challenges in AI governance: ensuring that AI systems operate ethically and transparently. By providing an immutable record of how AI models are trained, what data they use, and the decisions they make, blockchain can help prevent the misuse of AI for malicious purposes. Additionally, blockchain’s ability to track data ownership ensures that individuals and organizations retain control over how their data is used in AI training. This integration of blockchain and AI holds the promise of fostering more ethical and accountable AI systems, ultimately contributing to the responsible development of AI technologies (KPMG, 2023).
Conclusion: Moving Toward Ethical AI Regulation
As AI technologies continue to advance, the need for effective regulation and ethical oversight has never been more urgent. The approaches discussed in this article—from global movements like PauseAI to practical tools like robots.txt, academic calls for computational limits, ethical resistance to harmful AI systems, data protection strategies, and the use of blockchain for accountability—highlight the diverse methods available for controlling AI development.
To ensure that AI remains a force for good, it is essential that policymakers, technologists, and society work together to develop clear, robust frameworks for AI regulation. By incorporating technical measures, ethical guidelines, and transparency tools, we can create an AI ecosystem that prioritizes human values, promotes social justice, and reduces the risks associated with powerful AI systems.
References
PauseAI. (2023). PauseAI Movement. Retrieved from https://iapp.org/resources/article/global-ai-legislation-tracker/?utm_source=chatgpt.com
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
Check out Nik Shah's Authoritative Work on AI on Amazon:| Country | Book Title | eBook URL | Hardcover URL | Paperback URL |
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| FRANCE | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
| GERMAN | Mastering Air Suspensions; Severing the Suspensory Ligament by Nik Shah | B0DLKGZHL5 | 9798345059562 | 9798345059074 |
| 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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