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Technological phenomenon with social implications
Algorithmic bias describes systematic and repeatable harmful tendency in a computerized sociotechnical system to create "unfair" outcomes, such as "privileging"
Algorithmic_bias
Type of machine learning model
and copyright leakage, security exploits such as prompt injection, algorithmic bias manifesting as stereotyping, dataset selection effects, and political
Large_language_model
2020 American documentary film
2021. "Coded Bias | Films". Independent Lens. Retrieved November 10, 2021. Hooberman, Lucy (June 21, 2021). "The Coded Gaze: Algorithmic bias, facial recognition
Coded_Bias
Subset of artificial intelligence
paradigms: the data model and the algorithmic model, wherein "algorithmic model" means more or less the machine learning algorithms like Random forest.[clarification
Machine_learning
Computer scientist and digital activist
the MIT Media Lab. She founded the Algorithmic Justice League (AJL), an organization that works to challenge bias in decision-making software, using art
Joy_Buolamwini
Digital advocacy non-profit organization
accountability in AI, including algorithmic bias, algorithmic decision-making, algorithmic governance, and algorithmic auditing. Additionally there is
Algorithmic_Justice_League
Intelligence of machines
policing) then the algorithm may cause discrimination. The field of fairness studies how to prevent harms from algorithmic biases. On 28 June 2015, Google
Artificial_intelligence
Nigerian-Canadian computer scientist
computer scientist and socio-tech leader who works on algorithmic bias, AI accountability, and algorithmic auditing. A current Mozilla fellow, she has been
Deborah_Raji
American computer scientist
works on algorithmic bias and fairness in machine learning. She is most well known for her work on automatically removing undesired biases concerning
Margaret_Mitchell_(scientist)
Online encyclopedia operated by xAI
Grokipedia's content has focused on its accuracy and biases due to hallucinations and potential algorithmic bias, which reviewers have described as promoting
Grokipedia
Responsibility to design fair algorithms
Algorithmic accountability refers to the allocation of responsibility for the consequences of real-world actions influenced by algorithms used in decision-making
Algorithmic_accountability
Assumptions for inference in machine learning
The inductive bias (also known as learning bias) of a learning algorithm is the set of assumptions that the learner uses to predict outputs of given inputs
Inductive_bias
Property of a model
learning algorithms from generalizing beyond their training set: The bias error is an error from erroneous assumptions in the learning algorithm. High bias can
Bias–variance_tradeoff
Process by which platform algorithms increase the reach of certain content
behaviour, and from algorithmic bias, which describes systematic errors or unfairness in algorithmic outputs. The related term algorithmic curation is used
Algorithmic_amplification
British politician
interests in the ethics of artificial intelligence, data science, algorithmic bias, women in computing and computing education. Allison Gardner publications
Allison_Gardner
Propensity for humans to favor suggestions from automated decision-making systems
eliminate negative effects. Algorithmic bias Automation Computer says no Intelligent automation List of cognitive biases Out-of-the-loop performance problem
Automation_bias
that are considered to have particular ethical stakes. This includes algorithmic biases, fairness, accountability, transparency, privacy, and regulation,
Ethics of artificial intelligence
Ethics_of_artificial_intelligence
Alternative form of government or social ordering
also referred to as algorithmic regulation, regulation by algorithms, algorithmic governance, algocratic governance, algorithmic legal order, or algocracy
Government_by_algorithm
Proposed ideological bundle
futuristic projects with more immediate drawbacks, such as racial inequity, algorithmic bias, and environmental degradation, can be justified. Philosopher Yogi
TESCREAL
Utilization of algorithmic bias for discriminatory purposes
Algorithmic wage discrimination is the utilization of algorithmic bias to enable wage discrimination where workers are paid different wages for the same
Algorithmic wage discrimination
Algorithmic_wage_discrimination
Lebanese-American physician and researcher
find racial bias in health care algorithms". The Verge. Retrieved 2026-03-05. Center for Applied AI at Chicago Booth. "Algorithmic Bias Playbook" (PDF)
Ziad_Obermeyer
Ethiopian-born cognitive scientist
at the intersection of complex adaptive systems, machine learning, algorithmic bias, and critical race studies. Birhane's work with Vinay Prabhu uncovered
Abeba_Birhane
Clothing and accessories incorporating computer and advanced electronic technologies
1111/isj.12205. Merid, B.; Volpe, V. (2023). "Race Correction and Algorithmic Bias in Atrial Fibrillation Wearable Technologies". Health Equity. 7 (1):
Wearable_technology
Radicalization via social media algorithms
Algorithmic radicalization is the concept that recommender algorithms on popular social media sites, such as YouTube and Facebook, drive users toward
Algorithmic_radicalization
Sequence of operations for a task
aversion Algorithm engineering Algorithm characterizations Algorithmic bias Algorithmic composition Algorithmic entities Algorithmic synthesis Algorithmic technique
Algorithm
data privacy, automation of jobs, and amplifying already existing algorithmic bias. New technologies such as AI are often met with resistance by healthcare
Artificial intelligence in healthcare
Artificial_intelligence_in_healthcare
Causing rape of trans prisoners for social control
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
V-coding
Standardized tests
similar level of precision. The GRE has also been subjected to the same racial bias criticisms that have been lodged against other admissions tests. In 1998
Graduate_Record_Examinations
Inclination for or against
Banaji and Anthony Greenwald in 1995. Psychology portal Algorithmic bias List of cognitive biases Detection theory Evidence Falsity Impartiality Metascience
Bias
Electronically distributed racial harassment or racist information
According to Algorithmic bias algorithms are designed by parsing large datasets, so they often reflect and reinforce societal biases via the biased patterns
Racism_on_the_Internet
2018 book by Safiya Umoja Noble
discriminatory biases, highlighting how interconnected technology and society are. Chapter 6 discusses possible solutions for the problem of algorithmic bias. She
Algorithms_of_Oppression
British-American lawyer, technology policy expert, nonprofit executive
Nervous". WIRED. September 11, 2023. Retrieved June 30, 2025. "The Algorithmic Bias Against People With Disabilities". Slate. February 2020. Retrieved
Alexandra_Reeve_Givens
Zambian journalist and artificial intelligence policy researcher
aimed at increasing the amount of Black voices in tech and reducing algorithmic bias. Nkonde was born in Zambia and raised in the United Kingdom (UK). She
Mutale_Nkonde
Measurement of algorithmic bias
in machine learning (ML) refers to the various attempts to correct algorithmic bias in automated decision processes based on ML models. Decisions made
Fairness_(machine_learning)
Unsightly beggar ordinances in the United States
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Ugly_law
Bias confirming existing attitudes
confirming evidence. In social media, confirmation bias is amplified by the use of filter bubbles and "algorithmic editing", which display to individuals only
Confirmation_bias
Photo storage service
a problem called "sample size disparity". Google did not fix the algorithmic bias, but instead applied a patch that prevented the system from labelling
Google_Photos
Eritrean computer scientist (born 1982/3)
scientist who works in the fields of artificial intelligence (AI), algorithmic bias and data mining. She is a co-founder of Black in AI, an advocacy group
Timnit_Gebru
Use of knowledge for practical goals
surrounded genetically modified organisms, the use of military robots, algorithmic bias, and the issue of aligning AI behavior with human values. Technology
Technology
Algorithmic selection of online media
feeds. Algorithmic radicalization Ambient awareness Influence-for-hire Social bot Social data revolution Social influence bias Social media bias Social
Algorithmic_curation
American financial and corporate software company
to consider protected characteristics directly, but critics argued that bias emerged through proxy variables in the data. In May 2025, a U.S. District
Workday,_Inc.
American philosopher, historian, and author (born 1982)
for more focus on AI harms including intellectual property theft, algorithmic bias, and concentration of wealth in technology corporations. Although effective
Émile_P._Torres
Decision-making process conducted with varying degrees of human oversight
decisions forming 'algorithmic treatment' under the French loi pour une République numérique. ADM may incorporate algorithmic bias arising from: Data
Automated_decision-making
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Racism_by_country
algorithms), where knowledge is co-composed in contact zones between human context and algorithmic prediction. AI agents have been trained on biased datasets
Artificial intelligence in education
Artificial_intelligence_in_education
Form of political manipulation
result (thus no possibility of human interference), lack of intentional bias, and it produces simple boundaries that do not meander needlessly. It has
Gerrymandering
Software system
to the scores to represent the tool's "limitations and cautions." Algorithmic bias Garbage in, garbage out Legal expert systems Loomis v. Wisconsin Criminal
COMPAS_(software)
Topics referred to by the same term
predilection. Bias may also refer to: The bias introduced into an experiment through a confounder Algorithmic bias, machine learning algorithms that exhibit
Bias_(disambiguation)
Societal assumption about relationships
belief that heterosexuality is the default for sexual orientation. Normative bias against ethical non-monogamy in particular is known as mononormativity. Elizabeth
Amatonormativity
Centering a masculine point of view
show that there is not only a male → people bias but also a people → male bias. In other words, a masculine bias remains even when people are exposed to only
Androcentrism
Notion that elites deserve more influence
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Elitism
American professor and author
was recognized as a MacArthur Fellow for her groundbreaking work on algorithmic bias. She is a board member of the Cyber Civil Rights Initiative, which
Safiya_Noble
Series of murders of Iraqi teenagers in 2012
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
2012_emo_killings_in_Iraq
American economist
research into the consequences of digital data for electronic privacy, algorithmic bias, digital health, social media and online advertising. She is also a
Catherine_Tucker
Design and bias left-handed people
Bias against people who are left-handed includes handwriting, which is one of the biggest sources of disadvantage for left-handed people, other than for
Bias against left-handed people
Bias_against_left-handed_people
Sociologist
used in new computational technologies and how this data impairs racial biases in social class, race, and gender. She also works in the field of social
Alex Hanna (research scientist)
Alex_Hanna_(research_scientist)
Irish computer scientist
efficiency at scale, large language models and areas of research on algorithmic bias and fairness in machine learning. In 2025, she co-founded Adaption
Sara_Hooker
Aversion to one's home or homeland
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Oikophobia
Attraction to foreign people, cultures or customs
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Xenophilia
Modern form of ostracism
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Cancel_culture
Bias within the mass media
right enjoys higher algorithmic amplification than the political left in six out of seven countries studied. In the US, algorithmic amplification favored
Media_bias
Indian computer scientist
[MD] approximation algorithms,[AO] hardness of approximation,[HA] and algorithmic bias. She works as a professor of computer science at the University of
Shuchi_Chawla
Measures to avoid offense or disadvantage
arenas of American life. — Robert D. McFadden, "Political Correctness: New Bias Test?", 1991 The previously obscure far-left term became common currency
Political_correctness
Biased assessment of an algorithm
Algorithm aversion is defined as a "biased assessment of an algorithm which manifests in negative behaviors, and attitudes towards the algorithm compared
Algorithm_aversion
Race or ethnic-based discrimination
strongest racial bias against black people in Europe, while Serbia, Slovenia, and Bosnia and Herzegovina had the weakest racial bias, followed by Croatia
Racism
Image-generating machine learning model
for algorithmic bias, as the model was primarily trained on images with English descriptions. As a result, generated images reinforce social biases and
Stable_Diffusion
Discrimination against Islam or Muslims
believed in this association the strongest were more likely to hold implicit bias. Throughout the twentieth century, Muslim characters were portrayed in Hollywood
Islamophobia
Online radicalization process
can quickly lead users down rabbit-holes. The effects of YouTube's algorithmic bias in radicalizing users has been replicated by one study, although two
Alt-right_pipeline
2024 European Union regulation
gap between nominal compliance and actual impact remains ungoverned. Algorithmic bias Artificial intelligence and elections Ethics of artificial intelligence
Artificial_Intelligence_Act
Tendency to give more importance to negative experiences than positive ones
The negativity bias, also known as the negativity effect, is a cognitive bias that human cognition is relatively more affected by a negative affect than
Negativity_bias
Belief in superiority of black people
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Black_supremacy
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Age disparity in sexual relationships
Age_disparity_in_sexual_relationships
Generative AI chatbot by OpenAI
the web for up-to-date information. Training data also suffers from algorithmic bias. The reward model of ChatGPT, designed around human oversight, can
ChatGPT
Autonomous artificial intelligence agent
human oversight, a lack of guaranteed repeatability, reward hacking, algorithmic bias, compounding software errors, lack of explainability of agents' decisions
AI_agent
Belief in the superiority of white people
Retrieved December 3, 2016. McWhorter, John. "The Difference Between Racial Bias and White Supremacy". Time. Archived from the original on December 2, 2016
White_supremacy
Person who treats others with disdain
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Snob
British-Swedish mathematical statistician
graphons, and high-dimensional statistics and for her columns on algorithmic bias. She is a professor of statistical science at the EPFL (École Polytechnique
Sofia_Olhede
Algorithm for shuffling a finite sequence
to accidentally implement Sattolo's algorithm when the ordinary Fisher–Yates shuffle is intended. This will bias the results by causing the permutations
Fisher–Yates_shuffle
Principle of justice holding that decisions should be based on objective criteria
distinct from the Common Law Fairness (machine learning) – Measurement of algorithmic bias Justice – Concept of moral fairness and administration of the law Neutrality
Impartiality
Form of advertising
advertisers, the practice has raised concerns regarding privacy and algorithmic bias, which critics argue can lead to unintended discrimination or the marginalization
Targeted_advertising
Process of ending racial segregation
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Racial_integration
Prejudice against, or hatred of, women
through minimising the value of women, mistrusting women, and believing gender bias in favour of men. A common manifestation of internalised misogyny is lateral
Misogyny
implications of algorithmic sentencing recommendations, arguing that defendants' inability to examine or challenge proprietary algorithmic logic constitutes
Justice_technology
Technology research organization
Neural Information Processing Systems (NeurIPS) conference. Because of algorithmic bias, ethical issues, and underrepresentation of Black people in AI roles;
Black_in_AI
Systemic denial of services to some areas
non-geographically based methods that did not use maps but rather utilized algorithmic targeting using Facebook's user profile information to directly exclude
Redlining
Joke based on assumptions about a specific ethnic group
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Ethnic_joke
Negative attitudes and feelings, or hostility towards, poverty and poor people
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Aporophobia
Image-generating deep learning model
2's reliance on public datasets influences its results and leads to algorithmic bias in some cases, such as generating higher numbers of men than women
DALL-E
Phrase used in computer science
garbage in, garbage out or GIGO in Wiktionary, the free dictionary. Algorithmic bias Auditory neuropathy spectrum disorder Computer says no Data processing
Garbage_in,_garbage_out
Prejudice against, or hatred of, men
Nicholas J.; Griffith, Rae (2024). "Examining Sex- and Sexuality-Based Bias in Punitive Attitudes Toward Offenders Convicted of Intimate Partner Crimes:
Misandry
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Persecution of transgender people under the second Trump administration
Persecution_of_transgender_people_under_the_second_Trump_administration
Type of discrimination based on weight
Social stigma of obesity is bias or discriminatory behaviors targeted at overweight and obese individuals because of their weight and high body fat percentage
Social_stigma_of_obesity
Term used in machine learning
linguistics, and Margaret Mitchell is a computer scientist specializing in algorithmic bias. Gebru had joined Google in 2018, where she co-led a team on the ethics
Stochastic_parrot
Indigenous stereotype
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Vanishing_Indian
Official designations given to various groups of indigenous people in India
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Scheduled Castes and Scheduled Tribes
Scheduled_Castes_and_Scheduled_Tribes
Usually violent, prejudice-motivated crime
of bias. Hate itself is not a hate crime, but committing a crime motivated by bias against one or more of the social groups listed above, or by bias against
Hate_crime
Latvian-American computer scientist
privacy-preserving and fair algorithms, studies individual and societal impacts of machine learning and AI, and performs AI audits for algorithmic bias. Korolova earned
Aleksandra_Korolova
promoting explainable and contestable AI systems, improving algorithmic accountability, bias detection, and compliance with South African data protection
Draft South Africa National Artificial Intelligence (AI) Policy 2026
Draft_South_Africa_National_Artificial_Intelligence_(AI)_Policy_2026
Behavior or process that undermines individuality of and in others
has indicated that women and men exhibit a "sexual body part recognition bias", in which women's sexual body parts are better recognized when presented
Dehumanization
Violent attack on an ethnic or religious group
Brazilian British Canadian Chilean Inter-Korean North South Manifestations Algorithmic bias Anti-LGBTQ rhetoric SPLC-designated list of anti-LGBTQ hate groups
Pogrom
ALGORITHMIC BIAS
ALGORITHMIC BIAS
Boy/Male
Arabic, Muslim
Another Name for God; Biased; Security
Surname or Lastname
French
French : habitational name from places in Landes and Lot-et-Garonne named Bias.English : possibly a variant spelling of Byas.
Boy/Male
Scottish
Beast.
ALGORITHMIC BIAS
ALGORITHMIC BIAS
Girl/Female
Tamil
Hemashri | ஹேமாஂஷà¯à®°à¯€, ஹேமாஂஸரீ, ஹேமாஂஷà¯à®°à¯€Â
One with golden body
Boy/Male
Arabic, Indian, Muslim, Parsi
Righteous Ruler
Female
African
concubine (?).
Boy/Male
English
Son of Harry.
Girl/Female
Indian
Hoor of heaven, A Houri, Virgin of paradise
Girl/Female
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Sindhi, Telugu
Flowering
Girl/Female
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sindhi, Tamil, Telugu
Expected
Boy/Male
British, English, Italian
Man; Husband
Boy/Male
Hindu, Indian, Kannada, Marathi, Telugu
Son of Lord Shiva and Leader of Deva Army; Kartik is a Hindu Month
Male
Romanian
Romanian form of Greek Charalampos, HARALAMB means "shining happiness."
ALGORITHMIC BIAS
ALGORITHMIC BIAS
ALGORITHMIC BIAS
ALGORITHMIC BIAS
ALGORITHMIC BIAS
v. t.
To free from bias or prejudice.
n.
The art of calculating with any species of notation; as, the algorithms of fractions, proportions, surds, etc.
a.
Not warped or biased by prejudice; as, an unprejudiced judgment.
n.
To obstruct or injure by prejudices, or by previous bias of the mind; hence, generally, to hurt; to damage; to injure; to impair; as, to prejudice a good cause.
v. t.
To preoccupy, as the mind or heart, so as to preclude other things; hence, to bias or prejudice; to give a previous inclination to, for or against anything; esp., to induce a favorable opinion beforehand, or at the outset.
n.
The art of calculating by nine figures and zero.
n.
Preoccupation of the mind by an opinion, or impression, already formed; preconceived opinion; previous impression; bias; -- generally, but not always, used in a favorable sense; as, the prepossessions of childhood.
n.
A slant; a diagonal; as, to cut cloth on the bias.
pl.
of Bias
a.
Not warped; hence, not biased; impartial.
a.
Biased, possessed, or blinded by prejudices; as, to look with a prejudicial eye.
imp. & p. p.
of Bias
adv.
In a slanting manner; crosswise; obliquely; diagonally; as, to cut cloth bias.
n.
The quality or state of being propense; natural inclination; disposition to do good or evil; bias; bent; tendency.
a.
Free from bias or prejudice; unprejudiced; impartial.
n.
Alt. of Algorithm
n.
A race or people, as determined by common language and character, and not by political bias or divisions; a nation.
a.
Not prejudiced; free from undue bias or prepossession; not preoccupied by opinion; impartial; as, an unprejudiced mind; an unprejudiced judge.
v. i.
To cause to incline or swing to one side, or backward and forward; to bias; to turn; to bend; warp; as, reeds swayed by wind; judgment swayed by passion.
p. pr. & vb. n.
of Bias