{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# <center>The Necessity of AI Ethics and Regulation in Response to Rapid Innovation </center>","metadata":{}},{"cell_type":"markdown","source":"# Introduction","metadata":{}},{"cell_type":"markdown","source":"Artificial Intelligence work is continuing to impact lives across sectors. However, it is painfully obvious that as a society we have not been prepared for these rapid changes. Social media companies have been using reinforcement algorithms increase engagement. Deep Fakes and other variations of AI generated images can easily mislead the average user. AI generated content leaves writers on shaky ground and is a core component of the 2023 Writer's Strike. The power of generative AI also calls to question who is held accountable when an output is powered by AI.","metadata":{}},{"cell_type":"markdown","source":"# AI in Advertisements","metadata":{}},{"cell_type":"markdown","source":"ChatGPT and its competitors may have made the topic of AI in our daily lives more common, but social media companies have been capitalizng on the power AI for years. The reinforcement algorithms used by major social media companies to maintain user engagement have been their main profit sources. The ethicial implications were ignored for years until the 2021 Capitol Riots brought to the forefront the topic of how reinforcement algorithms can lead the users down rabbit holes of recommended content if they are suggested to join groups such as the ones that helped coalesce the Capital Rioters. In the case of the 2021 Capitol Riots, Facebook made the argument that the fault lies with those who promoted the lie of the election being stolen. It calls to question if Facebook, or any social media should be held liable for their AI recommending users to join groups of likeminded individuals in general. Or is the issue not the tool itself (AI), but the lack of monitoring of the tool?","metadata":{}},{"cell_type":"markdown","source":"# Deep Fakes and AI Generated Images","metadata":{}},{"cell_type":"markdown","source":"\n![Pope 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"}}},{"cell_type":"markdown","source":"The rise in deep fakes can not be understated. It is becoming increasingly difficult for people to tell apart AI generated images from real ones. Policy makers are struggling to keep up and it becomes a question of if there is a single solution to this issue. The answer appears to lie in a mix of factors standard copyright and defamation laws and an increased emphasis on increased critical thinking skills for people so that they verify sources.","metadata":{}},{"cell_type":"markdown","source":"# AI in the Entertainment Industry","metadata":{}},{"cell_type":"markdown","source":"![AI 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"}}},{"cell_type":"markdown","source":"The increase in AI generated music using artists' (and in some cases non-artists') voices has become a new trend. From Drake and The Weeknd AI generated songs to covers by cartoon characters, there seems to constantly be a new AI generated song out. Copyright laws were used by Drake and The Weeknd in their case, but an issue that arises is if in the long term songwriters and producers are at risk. A simlar issue is occuring with scriptwriters and is one of the focuses of the 2023 Writer's Strike. Actors have joined in strike as well with the 2023 SAG-AFTRA strike. The debate on how studios will attempt to cut costs using AI, but at the expense of the actors will continue.\n\nManufacturing output has been increasing for years while manufacting emplyoement has been decreasing. In other industries, machines and automation decreasing \"low skilled\" labor demand was seen as a sign of innovation. But when we are dealing with the arts instead of the sciences, the case can be made that the opposite occurs.","metadata":{}},{"cell_type":"markdown","source":"# Legal Accountability and AI","metadata":{}},{"cell_type":"markdown","source":"Should we feel comfortable if lawmakers use generative AI to draft documents? **Are you able to tell that Google's Bard AI was used for this entire section by typing \"*Write a paragraph on AI Ethics for Law*\"?**","metadata":{}},{"cell_type":"markdown","source":"The use of artificial intelligence (AI) in law is raising a number of ethical concerns, such as the potential for bias, discrimination, and privacy violations. AI systems are often trained on large datasets of human data, which can reflect the biases that exist in society. This can lead to AI systems that make unfair or discriminatory decisions. For example, an AI system used to predict recidivism risk could be biased against certain racial or ethnic groups.\nAnother ethical concern is the potential for AI systems to violate people's privacy. AI systems can collect and store large amounts of personal data, which could be used to track people's movements, monitor their online activity, or even predict their future behavior. This raises concerns about how this data will be used and whether it will be protected from unauthorized access.\nLawmakers and regulators are beginning to address these ethical concerns. In the United States, the National Institute of Standards and Technology (NIST) has developed a set of guidelines for the ethical design and use of AI in law. These guidelines address issues such as fairness, transparency, accountability, and robustness.\nAs AI continues to evolve, it is important to ensure that it is used in an ethical and responsible way. By addressing the ethical concerns raised by AI, we can help to ensure that this technology benefits society as a whole.\nHere are some additional ethical considerations for AI in law:\n* Accountability: Who is responsible for the actions of an AI system? If an AI system makes a mistake, who should be held accountable?\n* Transparency: How can we ensure that AI systems are transparent in their decision-making process? This means that people should be able to understand how an AI system arrives at a particular decision.\n* Human oversight: How can we ensure that humans retain control over AI systems? This means that humans should be able to override the decisions of AI systems, if necessary.\nThese are just some of the ethical considerations that need to be addressed as AI becomes more prevalent in the legal system. By carefully considering these issues, we can help to ensure that AI is used in a way that benefits society and protects human rights.","metadata":{}},{"cell_type":"markdown","source":"# Conclusion and Possible 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"}}},{"cell_type":"markdown","source":"It is clear that AI innovation needs to be regulated. The question comes down to how the best way to go about it is. Is there any incentive for the companies to lead the charge in that regard? That may be a conflict of interest itself. Then there is the question of if policymakers are out of their depth when it comes to this rapidly evolving topic. It is likely the solution to an enforcement of AI ethic that will protect both producers and consumers will require a joint effort of private and public personnel. A possible solution is comparing Big Tech to banks, and how the Federal Reserve was created to regulate banking while at the same time being independent of the government. Regardless, it is clear that the problem of AI ethics going forward will not come without an increase in dialogue and experimentation.\n\n","metadata":{}},{"cell_type":"markdown","source":"# References","metadata":{}},{"cell_type":"markdown","source":"1. [The Hollywood Writers’ Strike: 3 Reasons Not To Back Down On AI](https://www.forbes.com/sites/danafeldman/2023/05/24/the-hollywood-writers-strike-3-reasons-not-to-back-down-on-ai/?sh=502e36bd3955) \n\n2. [Facebook Hosted Surge of Misinformation and Insurrection Threats in Months Leading Up to Jan. 6 Attack, Records Show](https://www.propublica.org/article/facebook-hosted-surge-of-misinformation-and-insurrection-threats-in-months-leading-up-to-jan-6-attack-records-show) \n\n3. [AI-generated deepfakes are moving fast. Policymakers can't keep up](https://www.npr.org/2023/04/27/1172387911/how-can-people-spot-fake-images-created-by-artificial-intelligence) \n\n4. [From pope’s jacket to napalm recipes: how worrying is AI’s rapid growth?](https://www.theguardian.com/technology/2023/apr/23/pope-jacket-napalm-recipes-how-worrying-is-ai-rapid-growth) \n\n5. [How AI and IoT affects the manufacturing job market](https://www.themanufacturer.com/articles/ai-iot-affects-manufacturing-job-market/) \n\n6. [THE RISE OF AI IN MUSIC – NO WORRIES?](https://www.thomann.de/blog/en/the-rise-of-ai-in-music-2/)\n\n7. [Bard AI](https://bard.google.com/)\n\n8. [Congressional hearing reveals that tech firms will face greater oversight](https://www.brookings.edu/articles/congressional-hearing-reveals-that-tech-firms-will-face-greater-oversight/) \n\n9. [Actors vs. AI: Strike brings focus to emerging use of advanced tech ](https://www.nbcnews.com/tech/tech-news/hollywood-actor-sag-aftra-ai-artificial-intelligence-strike-rcna94191)\n\n10. [Actors say Hollywood studios want their AI replicas — for free, forever](https://www.theverge.com/2023/7/13/23794224/sag-aftra-actors-strike-ai-image-rights)\n\n11. [Overview: The basics of banking regulations](https://finance.yahoo.com/news/overview-basics-banking-regulations-131444247.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAA34yBycxFFKvaQ27PS4_Z_hDqCHWC8BYSJfLcG9ePw5hvRGnYjCyqKmbnn2pil7HD22YBWZZGtQOu_hxLifNCP-E3FkCl1Qvk1abG0-rugghQhOXyVJhm78hTWRZMeJNHTE1DzrtGJ6xM6yLGmE1VjxiMko5H3yBB8PxQKPs2n3)\n\n12. [Bank Regulation](https://www.wallstreetmojo.com/bank-regulation/)","metadata":{}}]}