As artificial intelligence (AI) technologies advance, they bring with them both immense potential and significant risks. While AI has the ability to transform industries and improve lives, it also presents new challenges related to privacy, ethical decision-making, and control. In response to these concerns, various strategies have been proposed to block or regulate AI, ensuring its development aligns with human interests and societal values. This article examines six sources that provide different perspectives on how to block or control AI, including the PauseAI movement, technical measures like robots.txt, proposals for computational limits, ethical considerations, data privacy strategies, and blockchain technology to ensure transparency and accountability in AI systems.
1. PauseAI Movement: A Call for Global Regulation of Advanced AI
One of the most significant calls for AI regulation comes from the PauseAI Movement, launched in 2023. The movement advocates for a global pause on AI systems that exceed the capabilities of GPT-4, urging that AI development be temporarily halted until adequate safety measures and ethical guidelines are put in place. The initiative stresses the potential risks of advanced AI systems, which, if left unchecked, could surpass human intelligence and become uncontrollable, leading to catastrophic consequences (PauseAI, 2023).
PauseAI emphasizes the need for a collaborative international effort to regulate AI and establish a regulatory agency responsible for ensuring that future AI technologies are aligned with human values and serve the collective good. The movement seeks to prevent a scenario where AI systems develop autonomously and act in ways that could disrupt political systems, exacerbate social inequalities, or even threaten human survival. By pausing the development of powerful AI systems, PauseAI advocates for a global conversation about the safety, ethics, and societal impact of AI (PauseAI, 2023).
2. Robots.txt: A Tool for Blocking AI Scraping
While global movements like PauseAI advocate for a broad regulatory approach, robots.txt offers a more technical, site-level tool for blocking AI bots from scraping data. The robots.txt protocol is a file used by website administrators to control which bots can access their site’s content. By configuring robots.txt to block AI crawlers, website owners can prevent their data from being collected and used to train AI models without their consent (Datadome, n.d.).
This measure provides a basic but effective layer of control over how data is accessed by AI systems. Since many AI models rely on web scraping to build the vast datasets necessary for training, preventing AI bots from accessing certain parts of websites helps preserve digital privacy and protect intellectual property. While robots.txt is not a foolproof solution—since some bots may bypass the protocol—it serves as a valuable tool for managing how AI systems interact with web content, ensuring that data is not harvested without authorization (Datadome, n.d.).
3. Closing the Gates to an Inhuman Future: Limiting Computational Resources for AI
As AI becomes more advanced, there is a growing concern that unlimited access to computational resources could lead to the development of superintelligent AI systems that are difficult or impossible to control. In the paper Closing the Gates to an Inhuman Future, researchers argue that imposing limits on the computational resources used to train AI systems is a critical step in preventing the development of uncontrollable AI (Shah et al., 2023).
By limiting the computational power available to AI developers, researchers hope to slow the pace of AI development and ensure that these systems remain under human control. The paper suggests that such limits would encourage the development of safer AI systems that align with human values and are designed to be more transparent and manageable. This proposal advocates for international cooperation to regulate the computational infrastructure needed for AI, ensuring that future AI technologies do not surpass safe levels of intelligence and autonomy (Shah et al., 2023).
4. Resisting AI: An Ethical Perspective on AI Development
Dan McQuillan’s book Resisting AI offers a philosophical perspective on the ethical implications of AI, arguing that AI technologies often reinforce societal inequalities and power imbalances. McQuillan calls for a resistance to AI systems that are designed to perpetuate these inequalities and advocates for the development of AI that is guided by ethical principles centered on fairness, transparency, and social justice (McQuillan, 2023).
Rather than merely blocking the development of harmful AI systems, McQuillan encourages a broader societal movement to resist AI technologies that exacerbate social divides. His ethical framework emphasizes that AI development must be guided by the principle of promoting human dignity and equality, particularly for marginalized communities. McQuillan's work provides a valuable contribution to the discourse on AI regulation by framing the conversation around social justice and human rights, advocating for the ethical design and deployment of AI systems that contribute to the common good (McQuillan, 2023).
5. How to Stop Your Data from Being Used to Train AI: Data Privacy and Control
As AI systems increasingly rely on large datasets to train and improve their algorithms, protecting personal and proprietary data has become a crucial aspect of AI regulation. The article How to Stop Your Data from Being Used to Train AI offers practical advice for individuals and organizations on how to protect their data from being scraped and used by AI systems without their consent. Strategies include configuring privacy settings, using encryption, and employing tools like robots.txt to block AI bots from accessing sensitive information (Wired, 2023).
Data privacy is one of the most pressing concerns in AI, as AI systems often exploit personal data for training purposes. By taking proactive measures to protect data, individuals and organizations can reduce the risk of their information being used without permission. The article emphasizes the importance of controlling one’s digital footprint, ensuring that sensitive data is not harvested by AI systems for training purposes. This approach highlights the need for stronger privacy protections and for individuals to take an active role in managing how their data is used (Wired, 2023).
6. Blockchain and AI: Enhancing Transparency and Accountability
Blockchain technology has emerged as a potential tool for regulating AI by ensuring transparency and accountability. In the article Blockchain and Generative AI: A Perfect Pairing?, KPMG discusses how blockchain can be integrated with AI to track and verify the AI’s actions, ensuring that the development and use of AI systems are transparent and accountable (KPMG, 2023).
Blockchain's decentralized nature allows for the creation of immutable records of AI-generated content, providing a clear and verifiable audit trail. By using blockchain to track how data is used in AI models and to document AI decisions, developers can increase the accountability of AI systems. This transparency ensures that AI operates ethically and in accordance with predefined guidelines, reducing the potential for misuse. Blockchain also enhances data privacy by enabling individuals to control access to their data and monitor how it is used in AI training. This integration of blockchain with AI offers a promising solution to ensuring that AI remains transparent, ethical, and accountable (KPMG, 2023).
Conclusion: Addressing the Risks of AI Through Regulation and Control
As AI technology continues to evolve, the need for effective regulation and control becomes increasingly urgent. The methods explored in this article—including global advocacy movements like PauseAI, technical tools like robots.txt, academic proposals for computational limits, ethical resistance to harmful AI systems, data privacy measures, and blockchain integration—provide a diverse array of strategies for mitigating the risks of AI development.
The future of AI regulation will require a balanced approach, combining technical, legal, and ethical frameworks to ensure that AI technologies serve humanity’s best interests. By implementing these strategies, society can prevent the misuse of AI while fostering innovation that aligns with ethical principles, transparency, and fairness. Proactive regulation and oversight are essential to ensuring that AI remains a tool for positive change rather than a source of harm or disruption.
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
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| Country | Book Title | eBook URL | Hardcover URL | Paperback URL |
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| AUSTRALIA | Artificial Intelligence : Mastering AI for Machine Learning, Deep Learning & Neural Networks by Nik Shah | B0DL4QBXDZ | | 9798344655994 |
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| INDIA | Artificial Intelligence : Mastering AI for Machine Learning, Deep Learning & Neural Networks by Nik Shah | B0DL4QBXDZ | | |
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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 |
