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Ethics of Technology[edit]

Technology ethics is the application of ethical thinking to the growing concerns of technology as new technologies continue to rise in prominence[1]. Ethics of technology is now an important subject as technologies give people more power to act than before. The development of Artificial Intelligence and the rise of social media brings up the questions of how to behave on these platforms and how far is A.I. allowed to go. Recent issues such as Facebook data leaks and the circulation of fake news highlights the downside of social media when in the wrong hands. As technology continues to develop and has the power to alter people's daily lives, questions surrounding what is ethical or not will remain.

Technology and Ethics in the Music Industry[edit]

Because the internet is not controlled by a centralized power, users can maintain anonymity and find loopholes to avoid consequences for using peer-to-peer technology. The peer-to-peer network allows users to connect to a computer network and freely trade songs. Many companies, like Napster, have taken advantage of this because the protection of intellectual property is close to impossible on the internet. Digital and downloadable music has become a severe threat to major record companies. Associated digital music technologies have changed the power dynamics greatly for major record companies, music consumers, and the artists. Not only has this change in power dynamics provided more opportunities for independent music labels but also reduce costs for music.

The digital environment in the music industry is always evolving. “The industry is beginning to work at adapting to the digital environment and downturns in a business performance like by online distribution and sales; harnessing visibility events for sales momentum; new capabilities for artist management in the digital age and by leveraging online communities to influence product development, among others".[2] These new capabilities and new developments need strong intellectual property regulations to protect artists.

Technology is a pillar in the music industry; therefore, it is imperative to have strong technology ethics. Copyright protections and legislation help artists trademark their music and protect their intellectual property. Protecting intellectual property in the music industry becomes tricky when music firms are in the process of incorporating new technologies and methodologies, which forces firms to be innovative and update the industry standards.

Types of Technology Ethics[edit]

Drones[edit]

Main Article: From an ethical perspective, drones have a multitude of ethical issues many of which are determining current legal policy. [3] Some areas include the ethical military usage of drones, private non-military use by hobbyists for photography or potential spying, drone usage in political campaigns as a way to spread campaign messages, drone usage in the private business sector as a means for delivery, and ethical usage of public/private airspace.

Animal Cloning[edit]

The ethical standpoint of animal cloning is a heavily debated topic in a plethora of different career paths. Some of these ethical concerns are the health and well being of the animals, long term side effects, obstetrical complications that occur during cloning, environmental impacts, use of clones in farming/repopulation of endangered species, and the use of clones for other research, specifically in the medical/pharmaceutical field[4]. Many of these concerns are only more recently spoken about due to the advancement of cloning technology in the past decade since humanity's first clone was only twenty-five years ago in 1996 resulting in the birth of a sheep known as Dolly[5].

Mass Surveillance

The ethics behind Mass Surveillance has become a highly discussed ethical topic in the twenty-first century, especially in the United States due to the tragedy of 9/11. Some areas of ethical concern involve privacy, discrimination, trust in government, infringement of government-granted rights/basic human rights, conflict of interest, stigmatization, and obtrusiveness[6]. Many of these ethical topics in the timeframe between 2001 and 2021 have become the main topic of discussion in many recent laws all throughout the world. Shortly after 9/11 when the United States began to fear the idea that more terrorist attacks could occur on American soil. A law passed on October 26, 2001, known as the Patriot Act was one of the first larger Mass Surveillance laws passed in the United States[7]. Years later Europe would begin to follow suit with their own set of mass surveillance laws after a string of terrorist attacks. After the 2015 terrorist attacks in France, the French government would move forward with passing the International Electronic Communications Law. The IEC would recognize the power of the French Directorate-General for External Security allowing them to collect, monitor, and intercept all communications sent or received on French territory[8]. In 2016, the United Kingdom would pass the Investigatory Powers Act of 2016, a law allowing the GCHQ to engage in acquisition, interception, and equipment interference of communications/systems sent by anyone on British territory[9]. Finally, in 2016, another law like the Investigatory Powers Act was passed in Germany that was named the Communications Intelligence Gathering Act. This act allowed the German intelligence community to gather foreign nationals communications while they were in German territory[10]. In 2021, Australia passed a law known as the Surveillance Legislation Amendment, which granted the Australian Federal Police and Australian Criminal Intelligence Commission the right to modify or delete data of suspected offenders, Collect intelligence on criminal networks, and finally, forcefully break into a suspected offender's online account.[11] After these laws were passed all throughout Europe, and later on in Australia, a string of protests would begin to arise involving the laws, as citizens from each country would feel it infringed their privacy rights.

Two years after the Investigatory Powers Act of 2016 was passed in the United Kingdom the English High Court would rule that the act would have to be rewritten. This ruling occurred due to the High Court finding the law to be incompatible with EU law since the law "authorizes the UK government to issue retention notices with no prior independent checks, such as review by a court or other body, and for the purpose of investigating crime that is not “serious crime”; and (2) subsequent access to any retained data was similarly not subject to any independent authorization and not limited to the purpose of combating “serious crime.”[12] The origin of this ruling comes from a human rights group known as Liberty who first began to battle the act shortly after it was enacted as they stated it violates the United Kingdom's citizens the right to privacy.[12] In 2020, Four years after Germany enacted the Communications Intelligence Gathering Act it would also make its way to court to be reviewed. Receiving heavy backlash from multiple members of the German public and Non-German citizens. Many of these complaints continued to dwell on the same issue of the privacy of both German and non-German citizens. After a two day trial, the high German court did rule that the law was unconstitutional and gave the German parliament until 2021 to make corrections to the Act.[13]

Though, as of recent in the year 2020 during the height of the COVID-19 Pandemic. The ethical atmosphere regarding public health surveillance began to take center stage due to its overall use during the height of the pandemic. The purpose of this mass surveillance was for data collection of the transmission of the COVID-19. Though, many individuals around the world cited they felt this form of surveillance infringed on their privacy and basic human rights. Another concern regarding this level of surveillance was the lack of government or institutional policy documents regarding how to address the ethical challenges around mass surveillance to track a pandemic transmission rate.[14] The use of this mass surveillance was used on a far larger scale compared to some of the other acts passed in recent years, as this had a more global focus due to the want to bring the transmission of COVID-19 to a halt. For example, on March 16, 2020, the Israeli government allowed emergency regulations regarding mass location tracking of citizens to slow the spread of the disease. Singapore and Taiwan also did something similar, yet their method of mass surveillance was allowing their law-enforcement agencies to monitor quarantine orders[15].

User Data

User data has been one of the main topics regarding ethics as companies and government entities increasingly have access to billions of users' information. Why do companies need so much data regarding their users and are users aware that their data is being tacked? These questions have risen over the years over concerns of how much do companies actually know. Some websites and apps now ask users if they are allowed to track user activity across different apps with the option to decline. Most companies before did not ask or notify users that their app activity would be tracked. Companies over the years have been facing an increased number of data hacks where user's data such as credit cards, social security, phone numbers, and addresses have been leaked. Users of social networks such as Snapchat and Facebook have been facing phone calls from scammers as recent data hacks released users' phone numbers. The most recent breach to affect Facebook leaked over 533 million Facebook users[16] from 106 countries, including 32 million users[17] alone in the U.S. The type of information leaked included user phone numbers, Facebook IDs, full names, locations, birthdates, bios, and email addresses[18]. Hackers and web scrapers have been selling Facebook user data on hacker forums, information for 1 million users can go for $5,000 on these forums[19].

Technology and Ethics During the Coronavirus Pandemic

The development of technology has enhanced the ability to obtain, track, and share data. Technology has been mobilized by governments around the world to combat the issue of Covid-19, which has brought attention to several issues surrounding ethics. Governments have implemented technologies such as smartphone metadata and Bluetooth applications to contact trace and notify the public of any important information. There are implications for privacy as technologies such as metadata have the capacity to track every movement of an individual. Due to the Coronavirus Pandemic, contact tracing and other tracking apps have been implemented globally in order to fight against the pandemic. Countries across the globe have developing various methods of digitally tracing corona virus such as outbreak origin, symptoms, confirmed positives, and those who are potentially exposed. Governments around the world combined available technology to identify individuals and surveillance technology while still having a low impact on individuals privacy. In 2020[20], the Australian government released a Bluetooth connected app that allows phones communicate through Bluetooth opposed to metadata. This allowed the app to connect with surrounding phones through Bluetooth opposed to metadata or GPS, which can have a bigger impact on individual privacy. The technology[21] records individuals who have been in close proximity, by connecting through their phones, and recording the data for a certain time period before deleting itself. The app does not track individual's locations but still can pinpoint if they have had close contact with those who were positive or exposed.

On the other hand, some countries such as South Korea utilized metadata technology to closely surveillance their citizens. Metadata can provide a detailed description of an individual's movements by staying regularly in contact with the local cellular towers to maintain reception. In S. Korea[22], the government utilized individuals' metadata information to convey any public health message to the public. Anonymized information would be released to the public of the locations of individuals who have tested positive for Covid-19. Similarly in Israel, the government approved emergency regulations that allowed authorities to utilize a database that tracks the movements of individuals that have tested positive for Covid-19.

The rise of surveillance technologies by the government to track individuals raises many questions of ethic concerns. As lockdowns and Covid protocols continue, the focus on protecting public health can severely conflict with individual autonomy, although it can be necessary to implement certain technologies and protocols.    

Artificial Intelligence[edit]

Main Article: [intelligence] Artificial intelligence is a large range of technology that deals with building smart machines and data processing so tasks can be performed by machines that are normally completed by humans. AI may prove to be beneficial to human life, but it can also quickly become pervasive and dangerous.[23] Changes in AI are difficult to anticipate and understand, such as employers spying on workers, facial recognition, deep fakes, etc. Along with AI, the algorithms used to implement the technology may prove to be biased which can have detrimental effects on individuals. For example, in facial recognition technology, the AI may be proven to be biased toward different ethnic and racial groups than others. [24]


Cybercriminality[edit]

Cybercrime can consist of many subcategories and can be referred to as a big umbrella. Cyber theft such as online fraud, identity theft, and digital piracy can be classified as one sector. Another section of cybercrime can include cyber-violence which can be defined as online behavior that can be anywhere from hate speeches, harassment, cyberstalking, to behavior that leads to physical, psychological, or emotional assault against the well-being of an individual. Cyber obscenity is another section when child sexual exploitation materials are involved. Cyber trespass is when there is unauthorized computer system access. Cybercrime can encompass many other sections where technology and computers are used to assist and commit various forms of crimes.

In the article, “The Dark Figure of Online Property Crime: Is Cyberspace Hiding a Crime Wave?”[25], the authors analyze evidence that reveals cyber criminality rates are increasing as the typical street crimes gradually decrease. With the increase in cyber criminality, it is imperative to research more information on how to increase cyber security. The issue with increasing cyber security is that the more laws to protect people, the more citizens would feel threatened that their freedom is being compromised. One way to avoid making people feel threatened by all the security measures and protocols is by being as clear and straightforward as possible. Gregory Nojeim in his article “Cybersecurity and Freedom on the Internet” [26]state, “Transparency in the cybersecurity program will build the confidence and trust that is essential to industry and public support for cybersecurity measures.” It is important to create ethical laws that protect privacy, innovation, and consumers’ freedom.

DeepFakes[edit]

Main article: Deepfake [27]

Deepfake is a form of media in which one existing image or video is replaced or altered by someone else. Altering may include acting out fake content, false advertisement, hoaxes, and financial fraud. The technology of deepfakes may also use machine learning or artificial intelligence. Deepfakes propose an ethical dilemma due to how accessible they are as well as the implications on one’s integrity it may cause to viewers. Deepfakes reconsider the challenge of trustworthiness of the visual experience and can create negative consequences. Deepfakes contribute to the problem of “fake news” by enabling both the more widespread fabrication or manipulation of media that may be deliberately used for the purposes of disinformation. There are four categories of deepfakes: deepfake porn, deepfake political campaigns, deepfake for commercial use, and creative deepfakes. [28]Deepfakes have many harmful effects such as deception, intimidation, and reputational harm. Deception causes views to synthesize a form of reality that did not exist before and may think of it as real footage. The contents of the footage may be detrimental depending on what it is. Detrimental information may include fraudulent voter information, candidate information, money fraud, etc. Intimidation may occur by targeting a certain audience with harmful threats to generate fear. An example of intimidation may be deepfake revenge pornography which also ties into reputational harm. Accessibility of deepfakes also raises ethical dilemmas as it can be accessed through apps like FakeApp, Zao, and Impressions. The accessibility to these applications may cause legal action. In 2018 the Malicious Deep Fake Prohibition Act was introduced to protect those who may be harmed by deepfakes. These crimes can result in prosecution for harassment or sentences to imprisonment. Although there can be legal actions for deepfakes, they do become increasingly difficult as many parties are involved in its development. The many parties for a deepfake such as the software developer, the application for amplification, the user of the software, etc. Due to these many different components, it may be difficult to prosecute individuals for deepfakes. [29]

Biotech ethics[edit]

Biotech ethics is concerned with ethical dilemmas surrounding the use of biotechnologies in fields including medical research, health care, and industrial applications. Topics such as cloning ethics, e-health ethics, telemedicine ethics, genetics ethics, neuroethics, and sport and nutrition ethics fall into this category; examples of specific issues include the debates surrounding euthanasia and reproductive rights.

Telemedicine is a medical technology that has been used to advance clinical care with the use of video conferencing, text messaging, and applications. With the advantage of telemedicine, there are concerns about its pitfalls such as threats to patient privacy and HIPAA regulations. Cyberattacks in healthcare are a significant concern when implementing technology because there needs to be measures in place to keep patient privacy secure. One type of cyber attack is a medical device hijack also known as medjack where hackers can alter the functionality of implants, and expose patient medical history. When implementing technology, it is important to check for weaknesses that can cause vulnerability to hacking.[30]

The use of technology in ethics also becomes a key factor when considering artificial intelligence. AI is not seen as a neutral tool, and policies have been set in place to ensure it is not misused under human bias. Although AI is a valuable tool in medicine, the current ethical policies are not up to standard to accommodate AI as it is a multi-disciplinary approach.[31] AI in healthcare is not available to make clinical decisions however, it can provide assistance in surgeries, imaging, etc.

Technoethics and society[edit]

Digital property rights or DPR refers to individual rights on information available online such as email accounts, online website accounts, posts, blogs, pictures, and other digital media. Digital property rights can be regulated and protected by making the digital property tamper-proof, by adding legal clause to the digital properties, and limiting the sharing of software code. [32]

Social theory refers to how societies change and develop over time in terms of behavior and explanation of behaviors. Technology has a great impact on social change. As technology evolves and upgrades, human interaction goes along with the changes. “Technological theory suggests that technology is an important factor for social change, and it would initiate changes in the arrangement of social relationships”. [33]

Organizational ethics refers to the code of conduct and the way an organization responds to stimulus. Techno ethics plays a role in organizational ethics because technology can be embedded and incorporated in many different aspects of ethical values.

Facebook and Meta’s ethical concerns[edit]

Further information: Privacy concerns of Facebook

See also: Privacy concerns with social networking services § Facebook

Facebook, or rather Meta, Facebook’s parent company is currently one of the top social networking sites, throughout the early to late 2010s and into current times (2021). A variety of issues ranging from privacy concerns, the issue of who bears the responsibility of unhealthy social interactions and other unhealthy behaviors, to deliberate enabling of misinformation on the platform. The following are a few examples of various ethical concerns raised throughout the years in relation to Facebook.

Federal Trade Commission v. Facebook[edit]

A recent Forbes interview [34] conducted on October 22, 2021, by Curt Steinhorst, a contributor for Forbes, with Michael Thate, an ethics teacher employed at Princeton University, asserts that in addition to the “Federal Trade Commission v. Facebook” ruling determining that Facebook had engaged in unethical antitrust behaviors with the acquisition of its competing social media platforms Instagram and WhatsApp, “Facebook developed an algorithm to capture user attention and information into a platform that they knew promoted unhealthy behaviors.”. Firstly the unethical acquisition of smaller competing social media platforms restricts free-market practices and restricts users’ choices in, at least in this case, what social media sites they choose to access. In addition to the antitrust, the promotion of unhealthy behaviors and lifestyles to increase user engagement on the platform is considered to be by Michael Thate to be an ethical concern, as users of the social media platform are given a choice between maintaining a healthy lifestyle and engaging in the social media platform that is designed to keep them on the site and actively engaged regardless of its impact on the wellbeing of the user.

Facebook's Algorithm[edit]

On October 4, 2021, CBS News interviewed[35] Frances Haugen, a whistleblower and former employee of Facebook, who revealed Facebook was aware of various concerning ethical practices. “The complaints say Facebook's own research shows that it amplifies hate, misinformation, and political unrest—but the company hides what it knows. One complaint alleges that Facebook's Instagram harms teenage girls.”.  These various unethical practices were all employed to, yet again promote increased user engagement with the social media platform. Fences Haugen stated in the interview: “The thing I saw at Facebook over and over again was there were conflicts of interest between what was good for the public and what was good for Facebook. And Facebook, over and over again, chose to optimize for its own interests, like making more money.”. An article [36] written on February 10, 2021, by Paige Cooper outlines how Facebook’s algorithm has changed over the years highlights the changes made by Facebook to prioritize the more emotional interactions on the site.

Facebook-Cambridge Analytica[edit]

See also: Facebook–Cambridge Analytica data scandal

Through the 2010’s the British political consulting firm Cambridge Analytica in a conjoined effort with Facebook gathered information and personal data on upwards of 87 million nonconsenting users as stated by a New York Times article titled “Cambridge Analytica and Facebook: The Scandal and the Fallout So Far”[37]. The illegally obtained data was then utilized in Donald Trump’s 2016 presidential campaign to help develop personalized ads and campaign messages based on the data provided by Cambridge Analytica. An article was written by The Guardian on March 18, 2021, interviewing a Cambridge Analytica whistleblower Christopher Wylie. In the interview[38], Wylie asserted that the data given to him was legally obtained and that he and various other academic analyses were also unaware of the nature to which the data used in the psychological profiles was obtained.

References[edit]

  1. ^ "Technology Ethics - Markkula Center for Applied Ethics". www.scu.edu. Retrieved 2021-12-08.
  2. ^ Lampel, J. "Intellectual Property Rights and Industry Evolution: The Case of the Recorded Music Industry". Semantic Scholar. Semantic Scholar. Retrieved 12/1/2021. {{cite web}}: Check date values in: |access-date= (help)
  3. ^ Rocci, Luppicini. "A technoethical review of commercial drone use in the context of governance, ethics, and privacy". Science Direct. Technology in Society. Retrieved 12/01/2021. {{cite web}}: Check date values in: |access-date= (help)
  4. ^ Fiester, Autumn (2005). "Ethical Issues in Animal Cloning". Perspectives in Biology and Medicine. 48 (3): 328–343. doi:10.1353/pbm.2005.0072. ISSN 1529-8795.
  5. ^ "The Life of Dolly | Dolly the Sheep". Retrieved 2021-12-04.
  6. ^ Henschke, Adam, "On Information", Ethics in an Age of Surveillance, Cambridge: Cambridge University Press, pp. 126–151, retrieved 2021-12-04
  7. ^ "What is the USA Patriot Web". www.justice.gov. Retrieved 2021-12-05.
  8. ^ www.legifrance.gouv.fr https://www.legifrance.gouv.fr/jorf/id/JORFTEXT000031549747. Retrieved 2021-12-05. {{cite web}}: Missing or empty |title= (help)
  9. ^ https://www.legislation.gov.uk/ukpga/2016/25/pdfs/ukpga_20160025_en.pdf
  10. ^ https://dserver.bundestag.de/btd/18/095/1809529.pdf
  11. ^ Commonwealth Parliament; address=Parliament House, Canberra. "Surveillance Legislation Amendment (Identify and Disrupt) Bill 2021". www.aph.gov.au. Retrieved 2021-12-04.{{cite web}}: CS1 maint: multiple names: authors list (link) CS1 maint: url-status (link)
  12. ^ a b "UK Government Has Six Months To Rewrite Investigatory Powers Act 2016". JD Supra. Retrieved 2021-12-06.
  13. ^ "The German Constitutional Court Nixes Foreign Surveillance". Lawfare. 2020-05-27. Retrieved 2021-12-06.
  14. ^ Klingler, Corinna; Silva, Diego Steven; Schuermann, Christopher; Reis, Andreas Alois; Saxena, Abha; Strech, Daniel (2017-04-04). "Ethical issues in public health surveillance: a systematic qualitative review". BMC Public Health. 17: 295. doi:10.1186/s12889-017-4200-4. ISSN 1471-2458. PMC 5381137. PMID 28376752.{{cite journal}}: CS1 maint: unflagged free DOI (link)
  15. ^ Amit, Moran; Kimhi, Heli; Bader, Tarif; Chen, Jacob; Glassberg, Elon; Benov, Avi (2020-08). "Mass-surveillance technologies to fight coronavirus spread: the case of Israel". Nature Medicine. 26 (8): 1167–1169. doi:10.1038/s41591-020-0927-z. ISSN 1546-170X. {{cite journal}}: Check date values in: |date= (help)
  16. ^ Holmes, Aaron. "533 million Facebook users' phone numbers and personal data have been leaked online". Business Insider. Retrieved 2021-12-08.
  17. ^ Holmes, Aaron. "533 million Facebook users' phone numbers and personal data have been leaked online". Business Insider. Retrieved 2021-12-08.
  18. ^ Bowman, Emma (2021-04-09). "After Data Breach Exposes 530 Million, Facebook Says It Will Not Notify Users". NPR. Retrieved 2021-12-08.
  19. ^ "Data of Over 1.5 Billion Facebook Users Sold on Hacker Forum". www.privacyaffairs.com. 2021-10-04GMT+000007:10:41+00:00. Retrieved 2021-12-08. {{cite web}}: Check date values in: |date= (help)
  20. ^ Miller, Seumas; Smith, Marcus (2021). "Ethics, public health and technology responses to COVID-19". Bioethics. 35 (4): 366–371. doi:10.1111/bioe.12856. ISSN 1467-8519. PMC 8014507. PMID 33594709.{{cite journal}}: CS1 maint: PMC format (link)
  21. ^ Miller, Seumas; Smith, Marcus (2021). "Ethics, public health and technology responses to COVID-19". Bioethics. 35 (4): 366–371. doi:10.1111/bioe.12856. ISSN 1467-8519. PMC 8014507. PMID 33594709.{{cite journal}}: CS1 maint: PMC format (link)
  22. ^ Miller, Seumas; Smith, Marcus (2021). "Ethics, public health and technology responses to COVID-19". Bioethics. 35 (4): 366–371. doi:10.1111/bioe.12856. ISSN 1467-8519. PMC 8014507. PMID 33594709.{{cite journal}}: CS1 maint: PMC format (link)
  23. ^ Hagendorff, Thilo. "The Ethics of AI Ethics: An Evaluation of Guidelines". SpringerLink. SpringerLink.
  24. ^ Borenstein, Jason. "Emerging challenges in AI and the need for AI ethics education". SpringerLink. SpringerLink.
  25. ^ Tcherni-Buzzeo, Maria; Davis, Andrew; Lopes, Gize; Lizotte, Alan. "The Dark Figure of Online Property Crime: Is Cyberspace Hiding a Crime Wave?". University of New Haven. University of New Haven.
  26. ^ "CYBERSECURITY AND FREEDOM ON THE INTERNET". Journal Of National Security Law and Policy. Journal Of National Security Law and Policy.
  27. ^ https://en.wikipedia.org/wiki/Deepfake
  28. ^ Meskys, Edvinas (19 Dec 2019). "Regulating Deep Fakes: Legal and Ethical Considerations". Journal of Intellectual Property Law & Practice. 15 (1): 24. {{cite journal}}: More than one of |pages= and |page= specified (help)
  29. ^ Diakopoulous, Nicholas (June 5 2020). "Anticipating and addressing the ethical implications of deepfakes in the context of elections". Sage Journals. doi:10.1177/1461444820925811. {{cite journal}}: Check date values in: |date= (help)
  30. ^ Gan, Diane. "Social engineering in the internet of everything Social engineering in the internet of everything". University Of Greenwhich. University Of Greenwhich.
  31. ^ Bartoletti, Ivana. "AI in Healthcare: Ethical and Privacy Challenges". SpringerLink. Lecture Notes In Computer Science.
  32. ^ "IPR, Plagiarism and Digital Property Rights. Simply Coding". SimplyCoding.
  33. ^ Kugamoorthy, S. "ICT and OER-Integrated Teaching and Learning: Supporting Social Change among Teachers in a Post-War Northern Sri Lanka".
  34. ^ Steinhorst, Curt. "An Ethics Perspective On Facebook". Forbes. Retrieved 2021-12-08.
  35. ^ "Whistleblower: Facebook is misleading the public on progress against hate speech, violence, misinformation". www.cbsnews.com. Retrieved 2021-12-08.
  36. ^ "How the Facebook Algorithm Works in 2021 and How to Work With It". Social Media Marketing & Management Dashboard. 2021-02-10. Retrieved 2021-12-08.
  37. ^ Confessore, Nicholas (2018-04-04). "Cambridge Analytica and Facebook: The Scandal and the Fallout So Far". The New York Times. ISSN 0362-4331. Retrieved 2021-12-08.
  38. ^ "'I made Steve Bannon's psychological warfare tool': meet the data war whistleblower". the Guardian. 2018-03-18. Retrieved 2021-12-08.