Blog Post

Law Firms’ Courageous Omission from Embracing Technology Fraught with Systemic Bias

By: Mandy Mobley Li

As Covid-19 has made it necessary for people to keep their distance from each other, robots are stepping in to fill essential roles.[1] There are signs that people may be increasingly receptive to robotic help;[2] however, the legal industry has been reluctant to embrace intelligent, independent machines, and for good reason. Artificial intelligence-based tools are used by only a very small percentage of law firms, according to the ABA’s 2020 Legal Technology Survey Report.[3] Roughly 35% percent of respondents to the ABA survey listed the accuracy of AI technology as one of the major concerns about implementing AI-based tools, while 33% percent said cost was a major issue.[4]

Meanwhile, some governments have been tinkering with inserting artificial intelligence and machine learning into public services. For example, Estonia has deployed AI or machine learning in 13 places where an algorithm has replaced government workers.[5] Farmers who receive government subsidies to cut their hay fields each summer are automatically notified two weeks before the mowing deadline with a link to a satellite image of their field taken by the European Space Agency.[6] These satellite images have been fed into a deep-learning algorithm and overlaid onto a map of fields to prevent them from turning forests over time.[7] The algorithm assesses each pixel in the images, determining if the patch of the field has been cut or not.[8] Prior to deploying this AI system, human inspectors would physically check on farmers who receive government subsidies.[9] Today, an inspector will still drive out to check in cases where something has thrown off the image processing, such as cattle grazing or partial cutting.[10] Estonia claims the new system saved $755,000 in its first year because inspectors made fewer site visits and focused on other enforcement actions.[11]

However, many government deployments of algorithm-based systems have experienced significant downsides. For example, the state of Idaho attempted to institute an algorithm for allocating home care and community integration funds.[12] When the new formula was instituted, funds allocated to care for severely disabled people immediately dropped, for many people by as much as 42 percent.[13] When the people whose benefits were cut tried to determine how their benefits were determined, Idaho declined to disclose the formula it was using, saying that its math qualified as a trade secret.[14] The local ACLU branch sued on behalf of the program’s beneficiaries, arguing that Idaho’s actions had deprived them of their rights to due process.[15] In court, it was revealed that the government relied on deeply flawed data and that it was impossible for the average person to understand or challenge the new system.[16] The court held that the formula itself was so bad that it was unconstitutional because it was effectively producing arbitrary results for many people.[17] The judge ordered that Idaho overhaul its new program with regular testing, regular updating, and the use of quality data.[18]

One explanation for Idaho’s flawed adoption of AI technology is the narrow focus of algorithmic development. Robot researchers are typically educated to solve difficult technical problems, not to consider societal questions about who gets to make robots or how the machines affect society.[19] Minority scientists are calling attention to disparate impact through manifestos, which describe their personal experience of the structural and institutional bias that is integrated into society.[20] Signatories of an open letter, entitled “No Justice, No Robots,” pledged to keep robots and robot research away from law enforcement agencies.[21] This letter proved controversial in the small world of robotics labs, since some researchers felt that it was not socially responsible to shun contact with the police.[22] One robotics researcher who chose not to sign the letter reiterated her position that biased algorithms are the result, in part, of the skewed demographic — white, male, able-bodied — that designs and tests the software.[23] Her concern was with whom our law enforcement entities would ultimately end up working if the developers with strong ethical values were choosing not to.[24]

The lessons we learn from unwinding systemic bias in AI technologies could give us insight into how other forms of institutionalized oppression get inadvertently baked into algorithms. Rather than focus on shocking statistics, it may be more useful to look at the forces that shaped statistics, such as the social and technical processes that have led to the unequal treatment of people, the associations that affect perceptions by implicitly linking minority groups with particular outcomes, and the role institutions play in guiding policies and preferences that perpetuate inequities.[25] Researchers are developing a variety of techniques to help detect and quantify bias and are formulating KPIs to measure the impact of various interventions to correct biases.[26] However, in the long run, organizations like government agencies will need to include proactive auditing programs with ongoing reviews to detect how well algorithms perform after they are released into the wild.[27] These programs would be akin to software quality audits within companies or institutional review boards within medicine.[28]

Identifying and rooting out bias within intelligent government solutions will often compete with business as usual. For example, it may mean not adopting AI technologies because no one can figure out why minority groups are not having the same outcomes as majority groups.[29] It could mean having the courage to not deploy and not release an AI-based solution until the playing field has been leveled along class indicators.[30] Progress will require leadership at the highest levels and sustained effort throughout an entire agency.[31] While building AI is a technology challenge, using AI requires non-software development heavy disciplines such as social science, law, and politics.[32] Responsibly managing the use of AI is no longer just a desirable component of progress but a necessary one.[33] Based on government’s mixed results of implementing AI solutions, law firms must continue to recognize the pitfalls of human bias and the errors of replicating these biases in the machines of tomorrow to prevent achievement of the illusory promise of efficiency at the expense of fundamental constitutional rights.


[1] Jennifer Chu, What to Expect When You’re Expecting Robots, MIT News (Oct. 2020), https://news.mit.edu/2020/expect-when-expecting-robots-1022.

[2] Id.

[3] Lyle Moran, Law Firms are Slow to Adopt AI-based Technology Tools, ABA Survey Finds, ABA J. (Oct. 2020), https://www.abajournal.com/web/article/law-firms-are-slow-to-adopt-artificial-intelligence-based-technology-tools-aba-survey-finds.

[4] Id.

[5] Eric Niller, Can AI Be a Fair Judge in Court? Estonia Thinks So, Wired (Mar. 2019), https://www.wired.com/story/can-ai-be-fair-judge-court-estonia-thinks-so/.

[6] Id.

[7] Id.

[8] Id.

[9] Id.

[10] Niller, supra note 5.

[11] Id.

[12] Colin Lecher, What Happens When an Algorithm Cuts Your Health Care, The Verge (Mar. 2018), https://www.theverge.com/2018/3/21/17144260/healthcare-medicaid-algorithm-arkansas-cerebral-palsy.

[13] Id.

[14] Id.

[15] Id.

[16] Jay Stanley, Pitfalls of Artificial Intelligence Decisionmaking Highlighted In Idaho ACLU Case, ACLU (Jun. 2017), https://www.aclu.org/blog/privacy-technology/pitfalls-artificial-intelligence-decisionmaking-highlighted-idaho-aclu-case.

[17] Id.

[18] Id.

[19] David Berreby, Can We Make Our Robots Less Biased Than We Are?, The New York Times (Nov. 2020), https://www.nytimes.com/2020/11/22/science/artificial-intelligence-robots-racism-police.html.

[20] Id.

[21] Id.

[22] Id.

[23] Id.

[24] Berreby, supra note 19.

[25] George Lawton, Rooting Out Racism in AI Systems – There’s No Time to Lose, TechTarget (Aug. 2020), https://searchcio.techtarget.com/feature/Rooting-out-racism-in-AI-systems-theres-no-time-to-lose.

[26] Id.

[27] Id.

[28] Id.

[29] Gary Shiffman, We Need a New Field of AI to Combat Racial Bias, TechCrunch (July 2020), https://techcrunch.com/2020/07/03/we-need-a-new-field-of-ai-to-combat-racial-bias/.

[30] Id.

[31] Id.

[32] Id.

[33] Id.

Facial Technology: How Private Companies Partner with Law Enforcement Agencies for Surveillance

By: Brady Turner

Imagine walking outside to go to the local coffee shop. In your ten minute walk you walk six blocks and pick-up your coffee. You pass several police officers and fail to notice cameras mounted on telephone poles. The government is using surveillance to monitor the area that you walked. This type of surveillance while, not new is beginning to develop rapidly raising issues of privacy in an increasingly modernized world.

            In China there have been recent developments with surveillance with “emotion recognition technology.”[1] This type of technology can be used to assist with monitoring human feelings, through tracking facial expressions and the tone of voice.[2] The technology is also not limited to a law enforcement use as it has been used to diagnose depression by listening to the voice of a patient in a psychiatric hospital.[3]

            In the United States related technology is being used for facial recognition, with Clearview AI being particularly notable. The company has developed a facial recognition application, that when a photograph is taken of an individual and uploaded to a database it allows the user to public photos of that individual.[4] It is also not clear if these uploaded photos, that by its very nature are sensitive, are on a server that adequately protects the sensitive information.[5] What is concerning is that the United States federal government as well as state law enforcement officers have “only a limited knowledge of how Clearview works”, but have used the application to solve a variety of cases such as shoplifting, murder, and child exploitation.[6]

            As of this blog post more than 600 law enforcement agencies in have begun using Clearview from approximately 2019 – 2020.[7] However, Clearview is not limiting their use of the application to law enforcement, but has also licensed their application to some companies for “security purposes.”[8] Clearview is now being used in over 2,400 United States law enforcement agencies representing a rapid growth in use.[9] Despite the United State’s law enforcement agencies embrace of the technology, Canada has recently declared the application as one for mass surveillance and illegal in use.[10] There were many law enforcement agencies and organizations in Canada who used the application prior to statement released by Canada’s privacy commissioner, Daniel Therrien.[11] Clearview is currently at a standstill with the Canadian government with Clearview ceasing operations in Canada in July of 2020, but has made no plans on deleting Canadians from its database.[12]

            Turning back to the United States Clearview’s application may be heading to the Supreme Court for review. Illinois passed a law called the Biometric Information Privacy Act of Illinois (BIPA).[13] BIPA applies to Illinois residents and broadly limits what companies are allowed to do with data from a person’s body such as face scans and fingerprints.[14] Generally, companies cannot use biometric details without a person’s knowledge or consent and it allows both an individual as well as the state to sue companies who violate the law.[15]

            Clearview is currently engaged in a lawsuit stemming from a class action lawsuit based off the violation of BIPA.[16] In a unusual turn of events the plaintiff for the case argues that they  do not have standing, and that it is Clearview who is fighting for the plaintiff’s right to sue, as it was the defendant who removed the case to federal court.[17]  In a recent decision from the Seventh Circuit, the Court ruled that the plaintiffs do not have Article III standing to pursue their case.[18] The Court concluded that the plaintiffs alleged “only a general, regulatory violation, not something that is particularized to them and concrete.”[19] The case is now remanded back to the state court for further litigation.[20] However, Clearview’s have asked the Seventh Circuit to stay their mandate as the defendant plans on filing a petition to the Supreme Court.[21] Clearview attempts to be arguing that the alleged violation is a concrete and individual injury.[22] While the motivations behind the petition may be multifaceted, this may be an attempt by Clearview to receive guidance from the Supreme Court for future litigation. By having the Supreme Court rule on Article III standing, if the petition is granted, it will give Clearview a better understanding of the legal landscape as its technology is used in various states.

            The use of surveillance technologies such as emotion recognition and facial recognition are a reality that many people are unaware of. However, the mass gathering of data with these technologies represent real privacy concerns over the collection and storage of that data. In the coming years it seems inevitable that companies like Clearview will be embroiled in legal challenges over their rights to collect, store, and use the data obtained from their software.


[1] Jackie Salo, China Using ‘Emotion Recognition Technology” for Surveillance, New York Post, (Mar. 4, 2021), https://nypost.com/2021/03/04/china-using-emotion-recognition-technology-in-surveillance/

[2] Id.

[3] Huang Lanlan and Lin Xiaoyi, China Leads in Emotion Recognition Tech, Reinforces Privacy Rules to Tackle Abuse, Global Times, (Mar. 3, 2021), https://www.globaltimes.cn/page/202103/1217212.shtml

[4] Kashmir Hill, The Secretive Company That Might End Privacy as We Know It, New York Times, (Jan. 18, 2020), https://www.nytimes.com/2020/01/18/technology/clearview-privacy-facial-recognition.html

[5] Id.

[6] Id.

[7] Id.

[8] Id.

[9] Kashmir Hill, Clearview AI’s Facial Recognition App Called Illegal in Canada,

[10] Id.

[11] Id.

[12] Id.

[13] Shira Ovide, The Best Law You’ve Never Heard Of, New York Times, (Feb. 23, 2021),

[14] Id.

[15] Id.

[16] Alison Frankel, The ‘Bizzare’ Twist in Clearview AI’s promised SCOTUS Petition in Biometric Privacy Case, Reuters, (Feb. 25, 2021), https://www.reuters.com/article/legal-us-otc-clearview-idUSKBN2AP2PW

[17] Thornley v. Clearview AI, Inc., 984 F.3d 1241, 1242 (7th Cir. 2021).

[18] Thornley, 984 F.3d at 1248

[19] Id.

[20] Id.

[21] Frankel, supra note 16.

[22] Id.

Right to Repair: New York’s Time to Shine

By: Christopher Henley

            Picture this: You take your car to a dealership for engine maintenance. After a lengthy inspection, the mechanic tells you that your car needs a new radiator and gives you an estimation for two thousand dollars. Outraged, you leave the dealership and take your car to the local independent mechanic who can perform the same maintenance for a couple hundred dollars in the same amount of time. This is the right to repair movement and its been slowly gathering support for the past decade and on January 6th, a right to repair bill was introduced to the New York State legislature.[1]  

            Right to repair refers to a movement towards allowing consumers the ability to repair and modify products they own instead of relying on the company that originally sold it.[2] In other words, right to repair seeks to guarantee independent repair shops the right to repair your electronics using any means they deem necessary without fear or threat of litigation from the original manufacturers. While some manufacturers try to make it an issue of security and IP, right to repair is actually about the monopolization of the repair industry.

But how exactly did independent repair become a problem? After all, isn’t it your choice in how you want to fix your property? Not entirely. In the past, electronics were often produced with blueprints and schematics that allowed any user to be aware of how a device was made thus allowing independent repair shops, like Radio Shack, to flourish. Today, it has become far more common for major brands, like Apple, to implement restrictive practices for their products that limit independent repair people’s ability to diagnose and fix.[3] Some of these practices include threatening to void a warranty; requiring specialized tools, diagnostic equipment, data, or schematics not reasonably available to the public; or creating products that are deliberately designed to prevent an end user from fixing them. [4]         

Manufacturers have long argued that maintaining monopoly control of their repair market can prevent bad consumer experiences and that preventing outside maintenance helps protect their brand.[5] They claim that ultimately, the manufacturer knows their product better than the consumer, and that any outside repair places the consumer at a greater risk.[6] In Nebraska, Apple lawyers have even tried claiming that expanding these consumer rights would turn the state into a “mecca” for hackers.[7]

Right to repair came to a boil in 2017 when John Deere required purchasers of farming equipment to sign a license agreement that forbid nearly all repair and modification.[8] Previously, farmers would send their tractors to a local John Deere dealership for diagnostics and repair. However, sending a 2-ton tractor to a dealership 100 miles away for minor fixes was just not feasible for most farmers.[9] Thus, some farmers began “hacking” their tractors with cracked software purchased on a black market in order to self diagnose and repair their own equipment.[10] John Deere responded by locking farmers accused of hacking out of their software, leaving farmers unable to use their equipment.[11] .

John Deere isn’t the only large manufacturer willing to show hostility towards the independent repairperson. Last year, Apple, a trillion dollar company, continued a legal pursuit against the owner of a small independent iPhone repair shop in Norway.[12] Apple sued Henrik Huseby, owner of PCKompaniet, for importing counterfeit iPhone 6 and 6S screens. However, according to Huseby, the screens he purchased were refurbished and never advertised as official Apple parts.[13] Huseby ultimately convinced the court that because the Apple logo was not visible on the screens, that they were not violating Apple’s trademark, and thus not liable for counterfeiting.

Movements like The Repair Association have sprung up to try and garner support for their cause and counter arguments proffered by manufacturers. The movement’s purpose is clear: “We have the right to repair everything we own.”[14] The Repair Association boasts more than 15 million “enthusiasts” engaged with the cause and over 400 companies registered.[15]  

            Right now, Democrat Kevin Thomas of the 6th Senate District has introduced Senate Bill S149 in the New York State legislature. This bill’s stated purpose is to “protect the rights of consumers to diagnose, service, maintain, and repair their motor vehicles, and for other purposes.”[16] While it has a long way to go in the State legislature, the introduction of the bill is a warm sign that New York State might expand consumer protection rights and embrace right to repair.

                        Technology is far from perfect. Technical and mechanical issues are par for the course in owning any sort of tech, whether it is a phone or a tractor. Ultimately, people deserve the right to choose how they want to repair their property. To deprive them of such is to deprive of the thing itself. New York State is taking a step in the right direction in forwarding a bill to protect consumers against monopolies.


[1] Karl Bode, The Right to Repair Movement is Poised to Explode in 2021, Vice (February 1, 2021 12:52pm), https://www.vice.com/en/article/jgqk38/the-right-to-repair-movement-is-poised-to-explode-in-2021.

[2] Elle Ekman, Here’s One Reason the U.S. Military Can’t Fix its Own Equipment, The New York Times (November 20, 2019), https://www.nytimes.com/2019/11/20/opinion/military-right-to-repair.html.

[3] Id.

[4] Id.

[5] Nathan Proctor, Here’s How Manufacturers Argue Against Repair., US Public Interest Research Group, (July 1, 2019) https://uspirg.org/blogs/blog/usp/here%E2%80%99s-how-manufacturers-argue-against-repair.

[6] Proctor, supra note 5.

[7] Bode, supra note 1.

[8] Jason Koebler, Why American Farmers Are Hacking Their Tractors with Ukranian Firmware, Vice (March 21, 2017 4:17pm), https://www.vice.com/en/article/xykkkd/why-american-farmers-are-hacking-their-tractors-with-ukrainian-firmware

[9] Id.

[10] Id.

[11] Id.

[12] Jason Koebler, Apple is Still Trying to Sue the Owner of an Independent iPhone Repair Shop, Vice (June 6, 2019 4:14pm), https://www.vice.com/en/article/9kxzpy/apple-is-still-trying-to-sue-the-owner-of-an-independent-iphone-repair-shop-louis-rossmann-henrik-huseby

[13] Id.

[14] Repair Home Page, https://www.repair.org/ (last visited February 25, 2021)

[15] Id.

[16] S. 149, 2021-2022 Session (N.Y. 2021)

Wearable technology and COVID-19: Where your Fitbit, and other wearables, ‘fits’ into the regulatory landscape of legal protection concerning COVID-19 symptom detection?

By: Samantha Palladino

As we are approaching a year in quarantine due to the COVID-19 pandemic, ways to detect and limit the spread of the deadly virus have been on the rise, especially since the number of cases continue to skyrocket due to the spread of the virus from individuals with limited to no symptoms. It has been estimated, although hard to accurately depict due to the exhibition of no symptoms, through numerous studies that anywhere up to 70% of COVID-19 cases arise in individuals who exhibit no symptoms at all.[1] And a detection solution may be closer to home than many of us even realize.

We live in a constantly developing technological landscape where wearable devices can track our steps, heart-rate, temperature, and even our sleeping patterns. Can these devices be used to track COVID-19 in individuals with asymptomatic and pre-symptomatic cases? Can utilizing data drawn from wearables limit or even greatly eliminate the spread of COVID-19 and other future viruses? Are these methods of detection even legal for researchers to use? The answer to these questions, and others, may shock individuals who wake up every morning, grab their smart watch from its charger, and set out to start their days with a wealth of information flowing from their wrists.

Let’s start with the value of using wearable devices to detect COVID-19 indicators in the individuals who wear them. Unlike conventional testing methods for COVID-19, i.e. PCR tests, rapid tests, and antibody testing, which offer a time-sensitive window of potentially infected individuals, wearable devices offer a continuous flow of real-time physiological data which can be monitored for the development of COVID-19 symptoms.[2] This method of observational testing tracks the difference in physiological symptoms to that person’s baseline measurements whereas conventional methods of testing compares information gathered to population statistics.[3] Therefore, wearable devices offer a much more personal analysis into the detection of even slight deviations from the individual’s normal baseline physiological data.[4] This information can be utilized to increase early-stage COVID-19 case detection and therefore greatly reduce the amount of exposure an individual infected with COVID-19 interacts with non-infected individuals.[5]

A study conducted by colleagues at Stanford University School of Medicine and Case Western University analyzed the data of 32 infected individuals, which were identified from a pool of over 5,000 participants and tracked certain physiological metrics to see if any correlations existed between the changes in their data that help in the detection of a positive COVID-19 diagnosis.[6] They looked specifically at the change in heart rate in connection to the number of steps they took and 81% of the positive COVID-19 cases showed discrepancies, an increased heart rate, 4 to 7 days before the onset of their COVID-19 symptoms.[7] From this, the researchers were able to develop an algorithm that could detect the beginning stages of infection from monitoring this change of heart rate in conjunction with the number of steps taken.[8]

However, other studies indicate that heart rate and step monitoring alone were insufficient in clearly identifying positive COVID-19 cases, due to other factors like age and exposure to other viral infections.[9] When added to sleep metrics and self-reporting of noticeable symptoms, the rate of proper detection increases.[10] Additionally, there is a smart ring available on the commercial market that has been proven to identify the higher temperature reading in people with even slight symptoms of COVID-19.[11] This shows that while wearable devices are not the end all of detection, their useful collection of data, coupled with the improvement to the ever-evolving wearable technology field, and self-reporting of symptoms can be a huge help in the early detection and slowing of the spread of COVID-19 and other harmful viruses that could arise in the future.

Is the collection of this data legal? According to FDA regulations, wearable devices are classified as a general wellness device which means they are subject to less stringent and lower standards of regulation as they are generally accepted as “low risk” devices that do not collect data for the purpose of treating patients.[12] However, looking solely at the FDA does not give us the whole picture as the FDA regulates safety and efficiency but not privacy standards.[13] When we look towards laws that regulate the privacy of the collection of medical information, we look towards the Health Insurance Portability and Accountability Act, otherwise known as HIPAA laws.[14] These devices are considered outside of the scope of protection under HIPAA as they do not engage directly with healthcare service providers.[15] Looking towards the Federal Trade Commission Act, otherwise known as the FTC, might give us a little more insight as to the privacy regulations surrounding wearable devices provided to the consumer public because the FTC prohibits companies from engaging in deceptive or unfair acts and from failing to comply with the company’s privacy policies by allowing legal actions against companies that fail to maintain security of sensitive data collected.[16] However, many of these companies allow for third party cross-device tracking without explicitly mentioning this within their privacy policies.[17] If companies that allow cross-device tracking do not make this clear and transparent within their statements to their consumers, there is a possibility they could face legal repercussions.[18] In addition to the FTC, companies that sell wearable devices need to be cognizant of the particular restrictions imposed within specific states as there is a possibility for higher levels of privacy protection under individual state laws.[19] The main takeaway from all of this information would be to be aware of what privacy protections the device you want to buy affords you and what level of transparency you feel comfortable with.

Wearable technology devices offer a multitude of benefits to society and those who choose to implement them within their daily lives. They allow people to track their health and identify ways in which they can implement positive change into their routine in order to see themselves attain goals anywhere from being more active to instituting better sleeping habits. The research world also sees a benefit from the access to continuous monitoring of physiological metrics and that has recently been seen through the use of metric data in tracking and preventing the spread of COVID-19 cases. While these metrics are not definitive of a positive COVID-19 case, and the sharing of data has the potential to cross the line into privacy law issues, recognizing the data limitations and companies remaining transparent with how their consumers’ data is being utilized can lead to positive consequences such as the minimization of the spread of the COVID-19 pandemic.


[1] Sarah Fisher, Anoushka Chowdhary, Karena Puldon, Adam Rao & Frederick Hecht, Wearable Sensor May Signal You’re Developing COVID-19 – Even If Your Symptoms Are Subtle, Univ. of Cal. S.F. (Dec. 14, 2020), https://www.ucsf.edu/news/2020/12/419271/wearable-sensor-may-signal-youre-developing-covid-19-even-if-your-symptoms-are.

[2] H. Ceren Ates, Ali K. Yetisen, Firat Güder & Can Dincer, Wearable Devices for the Detection of COVID-19, Nature Electronics (Jan. 25 2021), https://www.nature.com/articles/s41928-020-00533-1.

[3] Id.

[4] Id.

[5] Id.

[6] Id.

[7] Ates et. al., supra note 2.

[8] Id.

[9] Id.

[10] Id.

[11] Fisher et. al., supra note 1.

[12] Gicel Tomimbang, Wearable: Where do they fall within the regulatory landscape, Int’l Ass’n of Priv. Pros. (Jan. 22, 2018), https://iapp.org/news/a/wearables-where-do-they-fall-within-the-regulatory-landscape/.

[13] Id.

[14] Id.

[15] Id.

[16] Id.

[17] Tomimbang, supra note 12.

[18] Id.

[19] Id.

It is all a GAME until you STOP the market

By: Maggie French

In recent weeks, GameStop (GME), a company that sells video games in store, saw its stock prices skyrocket to nearly 1,700%.[1] The increased stock price left many to wonder how this could happen, especially for a company that has been struggling during a pandemic that has forced many to stay home.

Seeing that GameStop was failing, big Wall Street investors began betting heavily against the company months ago in anticipation for the company’s failure.[2] This technique is called short selling, which is a way to invest so you can attempt to profit as stocks decline. [3] A short seller borrows stock from a broker and sells into the market with hopes to buy back the stock at a cheaper price.[4] This allows for profiting off of the difference in prices. Many have learned to buy low and sell when the stock is high. However, when you short a stock, it flips the order allowing you to sell high and buy the stocks low.[5]

Months ago, members of a popular stock market discussion board on the app, Reddit, started encouraging others to invest in the company with the hope that big investors were betting that the company was doomed. Eventually, as the Reddit movement grew, the rising stock price started troubling large investors who had bet against its success. [6]

As we rang in 2021, GameStop’s shares were already inconsistent sliding from $17 to $483 by the last week of January.[7] Some proponents of the movement believe that this not the end for GameStop.[8] Some generations grew up in an era where queuing outside GameStop waiting for the next big game was the norm. Some have been unable to part with the company based on the memory they have stored. Others in the movement are looking to make large sums of money fast.

After the markets soared, Robinhood, a zero-commission online broker app, restricted purchases of GameStop and other stocks that have been affected by Reddit.[9] Robinhood claiming that their decision came after markets had “become a voice for the voiceless” as well as a “risk management” decision, showing their sympathy to both sides of the movement.[10] This restriction came shortly after the Securities and Exchange Commission (SEC) stated that it was monitoring the market volatility.[11]

Another statement was released by Robinhood explaining that the company “makes changes where necessary” and emphasizing that users can still sell their shares, they just cannot buy more. Many Robinhood users are left confused and wondering whether or not this is legal. At least one class action lawsuit has already been filed in response to the Robinhood freeze.[12]

The lawsuit was filed in the Southern District of New York alleging that the app “purposefully willfully, and knowingly removed the stock ‘GME’ from its trading platform in the midst of an unprecedented stock rise, thereby depriving retail investors of the ability to invest in the open-market and manipulating the open market.”[13] Robinhood, which prides itself on “democratizing finance for all,” has been blasted by the Alexander Cabeceiras, the who filed the suit. He took to Twitter on January 28th, 2021, tweeting that their mission statement is “simply not true.” Plaintiffs are seeking a reinstatement of $GME trading to the platform, a class action fee for the plaintiffs, attorneys’ fees, and punitive damages.

Democratic Senator Sherrod Brown, of Ohio, held a hearing to address the current state of the market.[14] During the hearing, he stated, “people on Wall Street only care about the rules when they’re the ones getting hurt. American workers have known for years the Wall Street system is broken.”[15] He calls upon the SEC and Congress to make the economy a place for everyone, not just the big shots on Wall Street.[16] In the U.S. House of Representatives, Maxine Waters, said they planned to hold a hearing to look into the short telling and other stock market practices that have overwhelmed the news outlets.[17] Other members of Congress have also asked for an investigation into Robinhood.

As of February 4th, 2021, GameStop’s stocks are down 85% from January 28th when they were at $483 apiece. At the closing on Wednesday, February 3rd, 2021, the stock plummeted to $92.[18] How this movement over GameStop ends is unknown, big Wall Street investors, as well as everyday, people are still monitoring the stocks. Regardless of what side you are on, it is agreed that this is a learning lesson and shows the power social media has in the digital age.[19]

To end on a positive note, Hunter Kan, a student at Cornell, cashed out at almost $30,000 in GameStop Stock.[20] He took part in the movement to prove “the big boys on Wall Street” wrong.[21] Instead of keeping all of his profits, he decided to donate a portion of his funds to help kids at Children’s Minnesota Hospital. His closing quote shows his generosity, “there is no group of people more deserving of receiving a bunch of video games than some kids going through a hard time.” [22]


[1] Controversy Over GameStop’s Stock Market Saga Explained, Economy and Business, VOA News, (Jan. 30, 2021, 5:57 PM), https://www.voanews.com/economy-business/controversy-over-gamestops-stock-market-saga-explained

[2] Id.

[3]  James Royal, Short selling: Betting that a stock price will fall and why it can be risky, Investing, Bankrate, (Jan. 26, 2021), https://www.bankrate.com/investing/short-selling-stocks/.

[4] Id.

[5] Id,

[6] Controversy Over GameStop’s Stock Market Saga Explained, supra note 1

[7] Ian Sherr, GameStop stock crashed but Reddit still wants to send it to the moon. How and what’s next, Personal Finance, CNET, (Feb. 4, 2021, 4:45 AM), https://www.cnet.com/personal-finance/gamestop-stock-crashed-but-reddit-still-wants-to-send-it-to-the-moon-how-and-whats-next/

[8] Id.

[9] Taylor Tepper, The Lesson of GameStop: Investing Is Not a Game, Advisor, Investing, Forbes, (Feb. 3, 2021, 11:57 AM), https://www.forbes.com/advisor/investing/gamestop-investing-lessons/

[10] Id.

[11] Id.

[12] Id.

[13] Arya Hodjat, Robinhood Hit With Class Action Suit – but Here’s Why It’s Likely to Fail, Tech, The Daily Beast, (Jan. 29, 2021, 9:23 AM), https://www.thedailybeast.com/robinhood-hit-with-class-action-after-trying-to-shut-down-wallstreetbets-gamestop-uprising

[14] Controversy Over GameStop’s Stock Market Saga Explained, supra note 1.

[15] Id.

[16]Id.

[17] Id.

[18] Sherr, supra note 7.

[19] Id

[20] Kelsie Smith, A college student made big bucks off GameStop stock. Now he’s donating video games to a children’s hospital, Lifestyles, St. Louis Post-Dispatch, (Feb. 2, 2021), https://www.stltoday.com/lifestyles/a-college-student-made-big-bucks-off-gamestop-stock-now-hes-donating-video-games-to/article_8e1317cb-709e-511b-b5a9-7068775220d9.html.

[21] Id.

[22] Id.

Technology and Digital Media in the Time of COVID-19

By: Marina De Rosa

COVID-19 has taken the world by storm, leaving everyone affected. Whether it be contracting the virus, suffering the loss of a loved one, completing school online, working from home, or struggling in business, COVID-19 does not discriminate and as reached its arms long and wide. According to the World Health Organization the COVID-19 pandemic has put millions of people at risk to falling to poverty.[1] Additionally, the increase in the number of “undernourished” families in the United States is expected to increase by up to 132 million due to the food and natural resource shortages the pandemic will, and has already, affected.[2] One are that has taken a major hit in the pandemic is the economy.[3] “Nearly half of the worlds 3.3 billion global workforce are at risk of losing their livelihood.”[4] Without a steady paying job, billions of families in the United States will add to the poverty and underprivileged numbers, to a point that may not be repairable in the near future.[5]

While it’s hard to say anything is “flourishing” during the time of COVID-19, it’s not a stretch to make such a statement about the internet, considering the internet seems to be the only thing able to safely connect people again while quarantines are still in effect. A recent Pew Research Center survey found that 53% of Americans consider the internet and technology essential during the pandemic, and 34% find it “important.”[6] The difference being those who find it essential need the internet for daily life (such as work, and school) and those finding it important do not rely on these tools as much for work but more for entertainment and connecting with others.[7] One form of internet users that are doing particularly well during the global pandemic are digital media companies.[8] Digital media companies are companies that, “develop and delivers both content and functionality… text, video, graphics, code and applications to customers across all electronic media, from online to mobile.”[9] Essentially, they are online publishers.[10] These online publishers can take any form, such as a website or an app, or both.[11] This is not to say that digital media companies have not had their fair share of hardships during the pandemic, research shows that these companies have been struggling to keep business as well.[12] But these companies are more equipped to survive.

Another thing these digital media companies are more equipped to do is help. With their platform being online, and the mass majority of people using the internet now, these companies have a unique opportunity to stand with the community during this time of uncertainty and need. One company who stands out amongst the rest is Barstool Sports (Barstool).

Barstool is a digital media company started in 2003 by Dave Portnoy.[13] What was once a print publication on sports gambling has now turned into a multi-million-dollar enterprise.[14] Part of Barstools success is their appearance on more than just one platform. Barstool has podcasts, vlogs, Instagram, Twitter, a webpage, an app, anything considered the internet there’s a good chance Barstool is on it. With this success Portnoy used his platform to raise money and donate to small businesses across the country.[15] Portnoy announced the fund on December 17 on all of his platforms, and within 10 days the find had already raised 6 million dollars for small businesses.[16] Through their multi-media platform marketing Barstool Fund has not only gained support from their typical middle aged middle class followers, but they have reached new heights in support from celebrities to professional athletes.[17] Popular musician Kid Rock has donated $100,000 to the fund, while professional athlete Aaron Rodgers donated $500,000 and is “fully on onboard” making this a “call to action” for his teammates, fans, and sponsors.[18] With the mass amounts of support from all different places the Barstool Fund has currently raised over $34,000,000 for over 200 small businesses.[19] The link to donated to the Barstool Sports Fundraiser can be found here: https://www.barstoolsports.com/the-barstool-fund.

The simplicity of Barstool’s small business application and the reach the company has over the internet has made this digital media company one of the leading companies in the times of the pandemic.[20] Barstool is not the only company donating to small businesses, but they are the perfect example that digital media companies can do more than just produce content, and that digital media companies may be the only ones who can create change at a pace that will help the economy withstand the hardships of the global pandemic. Companies like GoFundMe, created specifically to produce funds, have been helping other businesses create digital platforms to help fundraise for COVID-19 relief.[21]

Digital Media Companies are not the only form of technology helping small businesses during this pandemic. Small businesses themselves have become savvy in the way they conduct their business, as most of them have everything to lose if their business fails. So, these businesses took technology into their own hands. In addition to using social medial platforms like Instagram and Facebook to create a “digital store front,” businesses have also created ways to keep their brick and mortar stores alive using technology.[22] Touchless sales have become important, and the company making that possible for small businesses? PayPal.[23] PayPal has set up a new program, called PayPal QR Codes.[24] If you’ve been to a restaurant that’s open during the pandemic you’ve most likely seen what these QR Codes are. Customers can scan a QR Codes that the business usually has either printed and taped to the table or posted on their door or near the cash register.[25] Once the QR Code is scanned a menu will pop up on the customer’s phone listing that restaurant’s menu, so that customer’s don’t have to touch a menu and their dining experience is as contactless as a dining experience can be. PayPal QR codes have also made it easier for small businesses other than restaurants to stay alive during the pandemic. All you have to do is download the PayPal app, the business owner has a PayPal QR Code, and the customer can scan the code to complete a transaction without ever touching a product, credit card system, or cash.[26] This PayPal QR Code system has made it easier for small business owners to show customers the products they have, without walking around a store together touching and picking products up, and then having a contactless transaction at the end as well.[27] One or two QR Codes on one app has saved multiple business owners from going under due to the public’s widespread and well founded fear of contracting COVID-19.

While COVID-19 has affected our society in more ways than one it is clear that we have to keep moving forward. Technology and digital media have made surviving in a global pandemic bearable, but they have also helped make it sustainable. The improvements in the online world prompted by COVID-19 not only help the digital companies in making changes to fit the market, but it also helps the market to survive. While you probably can’t say anything great came out of this ongoing pandemic, it is safe to say it pushed for improvements in the digital world, and in humanity towards others.


[1] Kimberly Chriscaden, Impact of COVID-19 on People’s Livelihoods, Their Health, and Our Food System, WORLD HEALTH ORGANIZATION (Oct. 13, 2020), https://www.who.int/news/item/13-10-2020-impact-of-covid-19-on-people’s-livelihoods-their-health-and-our-food-systems#:~:text=The%20economic%20and%20social%20disruption,the%20end%20of%20the%20year.

[2] Id.

[3] Id.

[4] Id.

[5] Id.

[6] Emily A. Vogels, ET AL., 53% of Americans Say the Internet Has Been Essential During the COVID-19 Outbreak, PEW RESEARCH CENTER (Apr. 30, 2020), https://www.pewresearch.org/internet/2020/04/30/53-of-americans-say-the-internet-has-been-essential-during-the-covid-19-outbreak/

[7] Id.

[8]Alex Ford, Now Trending: The Digital Media Company, FORD LOGIC (Sept. 2, 2013), https://fordlogic.com/2013/09/02/now-trending-the-digital-media-company/#:~:text=However%2C%20it%20is%20important%20to,media%2C%20from%20online%20to%20mobile.

[9] Id.

[10] Id.

[11] Id.

[12] An Inside Look at the Impact of COVID-19 on Digital Agencies, MARKETING WEEK (Jun. 10, 2020), https://www.marketingweek.com/impact-covid-19-digital-agencies/

[13] Sean Speer, How Barstool is Taking Pandemic Aid into its Own Hands, POST MEDIA BREAKING NEWS (Jan. 15 2021), LEXIS. It is important to note that while Dave Portnoy did start Barstool Sports he has hired a new CEO, Erika Nardini, who has been the CEO for 5 years.

[14] Id.

[15] The Barstool Fund, BARSTOOL SPORTS, (Feb. 5, 2021), https://www.barstoolsports.com/the-barstool-fund

[16] WTOL Newsroom, Barstool Sports Raises Millions of Dollars to Help Struggling Small Businesses, KENS5, (Dec. 26, 2020), https://www.kens5.com/article/news/health/coronavirus/barstool-sports-raises-millions-of-dollars-to-help-struggling-small-businesses/512-e413da81-1b09-4140-abf0-862507aa4e36

[17] Spear, supra note 13.

[18] Lucas Manfredi, Kid Rock Commits 6 Figures to Barstool Sports Fund for Small Businesses, FOX BUSINESS (Jan. 4, 2021), https://www.foxbusiness.com/small-business/kid-rock-commits-six-figures-to-barstool-small-biz-fund; Liz Gonzales, Aaron Rodgers Says the Barstool Fund has a Message of Hope and Love That Nobody Else is Offering and is Officially Onboard, BARSTOOL SPORTS (Jan. 8, 2021), https://www.barstoolsports.com/blog/3234959/aaron-rodgers-says-the-barstool-fund-has-a-message-of-hope-and-love-that-nobody-else-is-offering-and-is-officially-onboard

[19] The Barstool Fund, supra note 15.

[20] Spear, supra note 13.

[21] Rosa Hernandez, Fundraising for Coronavirus Relief: How You Can Help the Fight, GO FUND ME, (Oct. 13, 2020), https://www.gofundme.com/c/blog/fundraising-for-coronavirus

[22] Allison Hatfield, 7 Ways Technology is Helping Small Businesses During COVID-19, THE DALLAS MORNING NEWS (Nov. 20, 2020), https://www.dallasnews.com/business/2020/11/20/7-ways-technology-is-helping-small-businesses-during-covid-19/

[23] Id.

[24] Id.

[25] Id.

[26] Id.

[27] Id.

Parler Platform: Balancing Power and Protections

By: Abigail Neuviller

Parler is a social platform that launched in 2018 as an unbiased, free-speech alternative to other large social media platforms such as Facebook and Twitter.[1] Since its inception, the platform has gained popularity with conservative personalities and bloggers alike, including the ranks of Fox News host Sean Hannity, far-right show host and conspiracy theorist Alex Jones, and supporters of former President Donald Trump, before being forced offline.[2] Amazon, Apple, and Google have all pulled Parler from their app stores because the platform has not taken adequate measures to address threats to people’s safety, such as shared threats prior to the deadly January 6th attack on the capitol.[3]

Another difference between Parler and larger social media platforms is its near 15 million users are allowed to engage in any constitutionally protected speech and it relies on their users to apply filters hiding certain kinds of content.[4] Additionally, Parler utilizes volunteer content moderators who often face large backlogs despite the platform’s executives attempting to add more full-time moderators.[5] Whereas Twitter and Facebook use fact-checking technology, restrictions on offensive language, flag sensitive or offensive content, and have thousands of people to dedicated to content moderation.[6]

Parler also has conservative financial backing. Rebekah Mercer, the daughter of a hedge-fund billionaire, Robert Mercer, has funded Parler since its inception.[7] Mercer published a post a few months ago saying she and Matze had “started Parler to provide a neutral platform for free speech, as our founders intended.”[8] The Mercer family was also one of the more prominent financial contributors to Donald Trump’s 2016 presidential campaign.[9] Dan Bongino, a controversial yet widely popular host of a conservative talk show, has also invested in Parler. With all of these conservative ties, both the right-wing and onlookers alike have questioned if this platform’s shutdown is simply because of its right leaning political content.

A federal district court in Seattle reached a decision on this matter just last week. The lawsuit was filed after Amazon disclosed on January 10th that it was suspending its web-hosting services for Parler alleging the platform failed to respond to a steady increase in violent content after the January 6th attack on the capitol.[10] The next day, Parler alleged in their lawsuit and accompanying motion for a temporary restraining order against Amazon since they were driven by “political animus” and a desire to “boost Parler’s competitor” Twitter, through sabotaging their platform at the exact moment they were “poised for expansive growth.”[11] The motion further accused Amazon of violating federal antitrust law in addition to breach of contract.[12]

In response, Amazon filed a brief citing numerous posts by Parler users including those with “vivid threats of violence to politicians, social media executives, journalists, Amazon delivery drivers, and even teachers.”[13] Amazon also argued that it was Parler that breached their agreement by violating Amazon’s terms of service which prohibits content that “violates the rights of others or that may be harmful to others.”[14] Their brief continues to state that when these terms are violated, Amazon has a right to suspend those accounts immediately.[15]

Amazon’s brief also points to legal arguments surrounding Section 230 of the Communications Decency Act.[16] The function of this section is to restrict liability for online service providers. Here, Amazon argues it would preclude Parler’s claims since Amazon acted in good faith to block violent and harassing content.[17] 

Amazon’s brief also refutes Parler’s allegation that they violated the Sherman Act by favoring Twitter. Antitrust plaintiffs must plausibly allege an anticompetitive conspiracy and meet the pleading standard for antitrust claims laid out in Bell Atlantic Corp. v. Twombly, 550 U.S. 544, 547 (2007).[18] But Parler did not even allege in their motion that Amazon and Twitter discussed Parler, let alone formed an agreement to squash or eliminate Parler as a competitor.[19]

In Parler’s reply brief, they argued circumstantial evidence backs their claim that Amazon acted in the interest of Twitter, a much bigger and wealthier client than the Parler platform.[20] The brief continues to argue that Amazon only threatened to shut down Parler when users began leaving Twitter for Parler.[21] Amazon’s timing when combined with “Amazon’s tolerance for violent posts by Twitter users, suggests a conspiracy to promote Twitter at Parler’s expense.”[22]

Last week, a federal judge rejected Parler’s bid to force Amazon to resume providing services to the company, ruling that Parler failed to meet the threshold for this request.[23] After this decision, experts say the odds are against Parler being able to restore full service quickly because it will be difficult to find a vendor to work with them.[24] Although a final decision has not yet been reached regarding the antitrust and breach of contract claims, it seems unlikely that Parler will be able to produce sufficient evidence to meet the threshold for these claims. In conclusion, the shutting down of Parler does not appear to be a violation of free speech, antitrust laws, nor a breach of contract with Amazon and other possible providers.


[1] Sarah Needleman, When Might Parler Resume Service and Why Was the Platform Controversial?, WALL STREET JOURNAL (Jan. 22, 2021), https://www.wsj.com/articles/why-was-parler-shut-down-heres-why-the-social-network-is-offline-11610478890.

[2] Id.

[3] Id.

[4] Id.

[5] Needleman, supra note 1.

[6] Id.

[7] Rachel E. Greenspan and Paige Leskin, Inside the Rapid and Mysterious Rise of Parler, the “Free Speech” Twitter Alternative, Which Created a Platform for Conservatives by Burning the Silicon Valley Script (Jan. 11, 2021), https://www.businessinsider.com/how-parler-rose-from-obscurity-conservative-alternative-twitter-platform-2020-11.

[8] Id.

[9] Id.

[10] Allison Frankel, The Hollow Core of Parler’s Antitrust Case Against Amazon, REUTERS (Jan. 14, 2021), https://www.reuters.com/article/legal-us-otc-parler/the-hollow-core-of-parlers-antitrust-case-against-amazon-idUSKBN29I309.

[11] Frankel, supra note 10.

[12] Id.

[13] Id.

[14] Id.

[15] Frankel, supra note 10.

[16] Id.

[17] Id.

[18] Id.

[19] Frankel, supra note 10.

[20] Id.

[21] Id.

[22] Id.

[23] Needleman, supra note 1.

[24]

Unpacking an Unprecedented Cyberattack: What is the SolarWinds Breach and How Did It Happen?

By: Amanda Nardozza

When news broke of a large-scale cyberattack within the United States government, many Americans were shocked to learn of the immense vulnerabilities present within the nation’s highest administrative bodies. From the Department of Homeland Security to the Pentagon––what should be some of America’s most tightly secured entities appeared to be entirely unequipped to handle the most recent attack by Russian hackers.[1] While this failure was certainly attributable in part to governmental unpreparedness, the sophistication of this breach made it particularly difficult to defend against.[2]

In this elaborate cyberattack, hackers targeted the IT management giant, SolarWinds, to gain access to its lofty clientele.[3] Unbeknownst to SolarWinds, hackers breached the company’s widely used Orion software, programing a malicious code within it.[4] According to FireEye analysts that code enabled hackers to transfer and execute files, profile systems, reboot devices, and disable system services on any server that downloaded it.[5] It also afforded these hackers the ability impersonate other users.[6] As a result, when thousands of SolarWinds’s clients completed scheduled software updates, they inadvertently provided hackers with unimaginable access to their devices.[7]

Unfortunately, those clients consist of some of the most powerful offices in the United States.[8] Indeed, the entities impacted by the Russian cyberattack include the Department of State, Department of Homeland Security, National Institutes of Health, Department of Energy, Department of the Treasury, the Pentagon, Department of Commerce, the Centers for Disease Control and Prevention, and even some state and local governments.[9] The result: a hostile, foreign adversary with nearly unchecked access to the information saved and shared between America’s most important servers.[10] Fortunately, the breach appears to be contained within the business networks of the impacted government agencies, seemingly sparing the nation’s most classified data.[11]

Nevertheless, of the SolarWinds breach has been labeled the worst cyberattack in history, against the United State government.[12] It is true that the United States government and has been hacked in the past.[13] However, the SolarWinds breach remains unique in its scope and stealth.[14] The fact that the malware was able to infiltrate so many administrative bodies, while remaining undetected for an extended period of time is like nothing the United States has ever experienced.[15] With the malicious code installed as early as March of 2020, Russian operatives had free reign to collect government data from the nation’s top agencies until the malware was discovered in December of 2020.[16] As the former counsel to the National Security, Glenn Gerstell, put it: “[i]t’s as if you wake up one morning and suddenly realize that a burglar has been going in and out of your house for the last six months.”[17]

Perhaps even more unsettling is the fact that we will not know the true extent of the damage resulting from the SolarWinds breach for months–or even years–to come.[18] Because elaborate coding can be nearly impossible to eradicate, fragments of the Russian malware likely remain despite the government’s best efforts to purge it form their systems.[19] Consequentially, these Russian sponsored hackers almost certainly retain at least some degree of access to

America’s government information, even today.[20]

Although the exposure of the United States government’s cyber vulnerability has certainly invoked feelings of disbelief among Americans, the fact that a breach occurred is unsurprising. In past years, the United States has focused primarily upon conducting its own cyberespionage, as opposed to defending against it.[21] Specifically, the Trump administration has paid little attention to the lurking threat of a cyberattack over the past four years.[22] By contrast, the Biden Administration has named restoring the nation’s cybersecurity as an upmost priority.[23] How specifically President Biden and his team will address the fallout remains unknown, but one thing is for certain: they will have their work cut out for them.


[1] Alyza Sebenius, et. al., U.S. Agencies Exposed in Attack by Suspected Russian Hackers, BLOOMBERG (Dec. 14, 2020, 2:37 PM), https://www.bloomberg.com/news/articles/2020-12-14/u-s-government-agencies-attacked-by-hackers-in-software-update.

[2] Id.; Kari Paul & Lois Beckett, What we know – and still don’t know – about the worst-ever US government cyber attack, GUARDIAN (Dec. 19, 2020, 2:57 PM), https://www.theguardian.com/technology/2020/dec/18/orion-hack-solarwinds-explainer-us-government.

[3] Isabella Jibilian, Here’s a simple explanation of how the massive SolarWinds hack happened and why it’s such a big deal, BUS. INSIDER (Dec. 24, 2020, 12:38 PM), https://www.businessinsider.com/solarwinds-hack-explained-government-agencies-cyber-security-2020-12#:~:text=Beginning%20as%20early%20as%20March,spy%20on%20companies%20and%20organizations.

[4] Id.

[5] Lucian Constantin, SolarWinds attack explained: And why it was so hard to detect, CSO (Dec. 15, 2020, 3:44 AM), https://www.csoonline.com/article/3601508/solarwinds-supply-chain-attack-explained-why-organizations-were-not-prepared.html.

[6] Jacob Silverman, It’s Too Easy to Hack the U.S. Government, TNR (Dec. 14, 2020), https://newrepublic.com/article/160550/solarwinds-treasury-government-hacked-russia.

[7] Jibilian, supra note 3.

[8] Kelsey Vlamis, Here’s a list of the Untied States agencies and companies that were reportedly hacked in the suspected Russian cyberattack, BUS. INSIDER (Dec. 19, 2020, 1:26 AM), https://www.businessinsider.com/list-of-the-agencies-companies-hacked-in-solarwinds-russian-cyberattack-2020-12.

[9] Id.

[10] Constantin, supra note 5.

[11] Oliver O’Connell, Hackers targeted US nuclear weapons agency in massive cybersecurity breach, reports say, INDEPENDENT (Dec. 18, 2020 2:50 PM), https://www.independent.co.uk/news/world/americas/us-politics/hackers-nuclear-weapons-cybersecurity-b1775864.html.

[12] Herb Lin, Reflections on the SolarWinds Breach, LAWFARE (Dec. 22, 2020, 8:01 AM), https://www.lawfareblog.com/reflections-solarwinds-breach; Paul & Beckett, supra note 2.

[13] Zachary Cohen, et. al., Massive hack of US government launches search for answers as Russia named top suspect, CNN (Dec. 16, 2020, 9:31 PM), https://www.cnn.com/2020/12/16/politics/us-government-agencies-hack-uncertainty/index.html.

[14] Paul & Beckett, supra note 2.

[15] See id.

[16] Laura Hautala, SolarWinds hack officially blamed on Russia: What  you need to know, CNET (Jan. 5, 2021, 4:32 PM), https://www.cnet.com/news/solarwinds-hack-officially-blamed-on-russia-what-you-need-to-know/.

[17] Bill Chappell, et. al. What We Know About Russia’s Alleged Hack Of The U.S. Government And Tech Companies, NPR (Dec. 21, 2020, 6:15 PM), https://www.npr.org/2020/12/15/946776718/u-s-scrambles-to-understand-major-computer-hack-but-says-little.

[18] Lin, supra note 12; Jibilian, supra note 3.

[19] Id.

[20] Id.

[21] Silverman, supra note 6.

[22] Kari Paul, What you need to know about the biggest hack of the US government in years, GUARDIAN (Dec. 15, 2020, 6:05 PM), https://www.theguardian.com/technology/2020/dec/15/orion-hack-solar-winds-explained-us-treasury-commerce-department.

[23] Howard Solomon, Joe Biden’s cybersecurity priorities: Fixing damage from SolarWinds attack, working with allies, ITWORLDCANADA (Jan. 20, 2021), https://www.itworldcanada.com/article/bidens-cybersecurity-priorities-fixing-damage-from-solarwinds-attack-working-with-allies/44106.

AI PROCTORING: AN ATTEMPT TO ACHIEVE ‘ACADEMIC INTEGRITY’ LACED WITH UNCERTAINTY

By: Scott Ceurvels

While adapting to an online learning environment largely necessitated by the spread of COVID-19, many academic institutions have started to utilize AI-proctoring technology in an effort to reduce cheating and ensure academic integrity as exams loom near.[1] Students and faculty have responded to this decision with great skepticism and opposition, joined by experts emanating an eerie sense of déjà vu.[2]   

In June of 2020, IBM, Microsoft, and Amazon all refused to permit their facial recognition technology to be utilized by law enforcement.[3] The concern? While this technology is advancing rapidly, there are numerous flaws critical to its fair and equitable performance that have not been remedied. [4]

Facial recognition technology is known to be far from perfect, and developers’ decision not to authorize the release of such technology for more consequential use further evidences that these imperfections are in part explained by the measurable bias exhibited in their performance.[5]

While AI technology has improved significantly in recent years, the fact remains that the accuracy of performance varies based on gender and race.[6] Facial recognition has consistently been most successful in identifying white males, while accuracy decreases substantially when identifying women and people of color.[7] This bias is so widely recognized that US lawmakers have gone as far as proposing a federal moratorium to ban its use in law enforcement until (and if) such bias can be eliminated from the technology.[8]

Even the U.S. Department of Commerce has confirmed these concerns, as the National Institute for Science and Technology stated in a December 2019 report that most facial recognition technologies are anywhere from 10 to 100 times more likely to falsely identify African American or Asian faces, as well as more likely to falsely identify women than men.[9]

But this is about academia, not law enforcement, so what’s the connection? Facial recognition, along with object recognition, eye movement detection, voice and audio recognition, and the collection of other biometric data are key components of AI-proctoring technology. [10] Consequently, racial bias, as well as invasions of privacy, security of information, and a host of other disparities have been the center of conversation surrounding the use of AI-proctoring technology. [11]

Despite these known flaws, students around the country are being compelled to comply with their institution’s integration of AI-proctoring technology, as their grades are dependent on the exams this technology will be facilitating.[12] Requiring students to permit these for-profit corporations to access and control their devices in order to record them while they take exams feels like an invasion of privacy to many students.[13] Furthermore, the security (or lack thereof) of these practices in the face of massive data breaches raises additional concerns of the potential for the data these companies collect to be exploited.[14]

While students around the country enter the final stretch of a semester contextualized amid a once in a lifetime global pandemic, anxiety is high while certainty is low.[15] Academic institutions are facing growing scrutiny on their focus on academic integrity, while students protest in opposition to the addition of yet another layer of uncertainty being thrust upon them. [16]

Many academics have insisted that technology is not the solution to preventing cheating, as this is a complex social problem that must instead be addressed by reframing the approach taken to academic assessments.[17] Rather than doubling down on the online systems that have fostered an environment where cheating has increased, institutions should instead focus on adapting with the circumstances with which they are faced. [18]

Whether altering formats to provide for open-book examinations or shifting towards written paper-based evaluations, there are far less controversial alternatives, each of which is accompanied by substantially more data to support its effectiveness in measuring students’ performance. [19]

While the concerns of cheating are undeniable, academic institutions that choose to adopt AI-proctoring technology are begging the question: is this stringent focus on academic integrity really the most effective approach, despite the lack of evidence and potential detriments to our students’ well-being?


[1] Clive Thompson, What AI College Exam Proctors Are Really Teaching Our Kids, Wired (Oct. 10, 2020, 6:00 AM), https://www.wired.com/story/ai-college-exam-proctors-surveillance/.

[2] Maddy Andersen and Hugo Smith, “Essentially Malware”: Experts Raise Concerns about Stuyvesant’s Lockdown Software, The Spectator (Oct. 23, 2020), https://www.stuyspec.com/quaranzine/essentially-malware-experts-raise-concerns-about-stuyvesant-s-lockdown-software.

[3] Larry Magid, IBM, Microsoft and Amazon Not Letting Police Use Their Facial Recognition Technology, Forbes (Jun. 12, 2020, 9:26 PM), https://www.forbes.com/sites/larrymagid/2020/06/12/ibm-microsoft-and-amazon-not-letting-police-use-their-facial-recognition-technology/?sh=73ddec7b1887.

[4] Id.

[5] Id.

[6] Davide Castelvecchi, Is facial recognition too biased to be let loose?, nature (Nov. 18, 2020), https://www.nature.com/articles/d41586-020-03186-4.

[7] Id.

[8] Jonathan Greig, Congress proposes ban on government use of facial recognition software, TechRepublic (Jun. 26, 2020, 11:31 AM), https://www.techrepublic.com/article/congress-proposes-ban-on-government-use-of-facial-recognition-software/.

[9] Patrick Grother, Mei Ngan and Kayee Hanaoka, Face Recognition Vendor Test Part 3: Demographic Effects (NIST, 2019), https://nvlpubs.nist.gov/nistpubs/ir/2019/NIST.IR.8280.pdf.

[10] Aileen Scott, Artificial Intelligence is Making Online Proctoring Safe and Secure, Medium (Mar. 14, 2019), https://medium.com/@aileenscott604/artificial-intelligence-is-making-online-proctoring-safe-and-secure-9b03845602da.

[11] Meg Foulkes, Exams that use facial recognition may be ‘fair’ – but they’re also intrusive, The Guardian (Jul. 22, 2020), https://www.theguardian.com/law/2020/jul/22/exams-that-use-facial-recognition-are-fair-but-theyre-also-intrusive-and-biased.

[12] Anushka Patil and Jonah Engel Bromwich, How It Feels When Software Watches You Take Tests, The New York Times (Sept. 29, 2020), https://www.nytimes.com/2020/09/29/style/testing-schools-proctorio.html.

[13] Id.

[14] Joe Patrice, ExamSoft Partner Suffered 440K User Data Breach… ExamSoft Still Says Everything’s Fine, Above The Law (Sep. 8, 2020, 1:13 PM), https://abovethelaw.com/2020/09/examsoft-partner-suffered-440k-user-data-breach-examsoft-still-says-everythings-fine/.

[15] COVID-19 and Mental Health: How America’s high school and college students are coping during the pandemic, Chegg, https://www.chegg.org/covid-19-mental-health-2020 (last visited Nov. 20, 2020).

[16] Avi Asher-Schapiro, ‘Unfair surveillance’? Online exam software sparks global student revolt, Reuters (Nov. 10, 2020, 7:24 AM), https://fr.reuters.com/article/global-tech-education-idUSL8N2HP5DS.

[17] Shea Swauger, Remote testing monitored by AI is failing the students forced to undergo it, NBC News (Nov. 7, 2020, 4:30 AM), https://www.nbcnews.com/think/opinion/remote-testing-monitored-ai-failing-students-forced-undergo-it-ncna1246769; see also Anna Baker, Ai proctoring won’t stop students from cheating, it is just added stress for students, The Cougar (Sept. 24, 2020), http://thedailycougar.com/2020/09/24/ai-proctoring-cheating-added-stress/.

[18] Beckie Supiano, Teaching: Assessment in a Continuing Pandemic, Chronicle (Aug. 20, 2020), https://www.chronicle.com/newsletter/teaching/2020-08-20.

[19] Id.

“This Post Has Been Flagged”

By: Christian Gates

Most likely if you use social media you have seen a post, tweet or comment that made you think, “Why on earth is someone able to say this?” Over the past 10 years social media outlets like Facebook and Twitter have exploded in popularity and led to people being able to share what they feel is important with a light tap on a screen. However, as social media becomes a more popular method of sharing and gathering news, censorship of it has too.

On Wednesday, October 28, 2020 the big three social media giants, Twitter, Facebook, and Google, virtually appeared before the Senate Commerce Committee to discuss amending Section 280 of the 1996 Communications Decency Act, however the main focus of the hearing turned out to be grilling the big three over censorship. [1] Section 280 protects social media companies from liability stemming from what their users post but it also gives them free reign to decide what is allowed on their platforms.[2] The big issue for lawmakers seemed to be mainly over Twitter blocking links to the contentious New York Post story regarding Hunter Biden.

This raised the question of who gets to decide what should and shouldn’t be censored. Senator Ted Cruz of Texas asked Twitter CEO Jack Dorsey, “[W]ho the hell elected you and put you in charge of what the media are allowed to report and what the American people are allowed to hear?”[3] However, it is not as easy as Senator Cruz implies. People should be allowed to freely exchange their ideas and knowledge but there is a point when that exchange can become dangerous.

If you’re even an occasional user of Twitter, Instagram or Facebook you’ve probably seen the “Fact-Checked” notice attached to posts. This notice is an easy and fast way for users to see that the post might be misleading or false. Twitter claims that the notice is not really a fact-check but is there to provide context and allow people to come to a conclusion on their own. [4]

The chaos surrounding censorship in social media started when the big three came under heavy fire for their handling of the spread of misinformation during the 2016 election cycle and the reactive approach they took. Now that the big three are being proactive in trying to stop the spread of misinformation they are being called out for censorship.

Unfortunately, it seems like no matter what the big three do they will get flak from users and lawmakers. One thing that is good, is that the social media giants seem willing to engage with users and lawmakers in coming up with solutions so that there can be a free exchange of information and ideas on those platforms.

Thus, in the meantime social media giants like Facebook, Twitter, and Google, should better inform their users about what type of posts, tweets, and comments are more likely to get flagged. Twitter has already stated that they intend to make changes in how they enforce certain policies, especially the policies that caused the Hunter Biden New York Post debacle. [5] Twitter’s head of legal, policy, trust and safety, Vijaya Gadde, tweeted that hacked information will only be removed if directly shared by the hackers or someone working with them. [6]

Only time will tell whether or not social media giants, lawmakers and users can agree to ground rules for censorship on social media. We are not out of the woods yet, and with the 2020 presidential election only four days away, expect censorship to be a contentious topic in the months to come.


[1] Rodrigo, Chris, Tech CEOs Clash with Lawmakers in Contentious Hearing, The Hill (Oct. 28, 2020 6:07pm) https://thehill.com/policy/technology/523268-tech-ceo-clash-with-lawmakers-in-contentious-hearing

[2] Bond, Shannon, Days Before Election, Tech CEOs Defend Themselves From GOP Accusations Of Censorship, NPR (Oct. 28, 2020 1:23pm) https://www.npr.org/2020/10/28/928702931/days-before-election-tech-ceos-defend-themselves-from-gop-claims-of-censorship

[3] Id.

[4] Pham, Sherisse, Twitter says it labels tweets to provide ‘context, not fact-checking’, CNN (Jun. 3, 2020 5:13am) https://www.cnn.com/2020/06/03/tech/twitter-enforcement-policy/index.html

[5] Chan, Kelvin, Twitter CEO Says it was Wrong to Block Links to Biden Story, AP (Oct. 16, 2020) https://apnews.com/article/business-media-social-media-censorship-ec529ef85c1e72cefe0ae9450e118b9c

[6] Id.