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Transparency of decisions by algorithms
Algorithmic transparency is the principle that the factors that influence the decisions made by algorithms should be visible, or transparent, to the people
Algorithmic_transparency
Centre for algorithmic transparency research
algorithms Regulation of artificial intelligence Algorithmic bias "European Centre for Algorithmic Transparency - European Commission". algorithmic-transparency
European Centre for Algorithmic Transparency
European_Centre_for_Algorithmic_Transparency
Academic conference series
Computing Machinery, this conference focuses on issues such as algorithmic transparency, fairness in machine learning, bias, and ethics from a multi-disciplinary
ACM Conference on Fairness, Accountability, and Transparency
ACM_Conference_on_Fairness,_Accountability,_and_Transparency
Responsibility to design fair algorithms
governing algorithmic decision-making and grapple with new challenges presented by the rise of algorithmic power in terms of transparency, fairness,
Algorithmic_accountability
the 1970s and algorithmic management is becoming increasingly widespread across a wide range of industries. The concept of algorithmic management can
Algorithmic_management
Technological phenomenon with social implications
of transparency is often disguised as a result of algorithmic complexity, shielding companies from disclosing or investigating its own algorithmic processes
Algorithmic_bias
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
System of public logs of digital certificates
Certificate Transparency (CT) is an Internet security standard for monitoring and auditing the issuance of digital certificates. When an internet user
Certificate_Transparency
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
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
AI whose outputs can be understood by humans
learning method Algorithmic transparency – Transparency of decisions by algorithms Right to explanation – Right to have an algorithm explained Longo,
Explainable artificial intelligence
Explainable_artificial_intelligence
AI application in work environments
of AI in hiring remain a subject of debate, with concerns about algorithmic transparency, accountability, and the need for ongoing oversight to ensure fair
Artificial intelligence in hiring
Artificial_intelligence_in_hiring
Online budget marketplace
Digital Services Act concerning trader traceability requirements and algorithmic transparency and accountability. In October 2024, the European Commission launched
Temu
Biased assessment of an algorithm
actively promote algorithmic tools and provide training on their usage, employees are less likely to resist them. Transparency about how algorithms support decision-making
Algorithm_aversion
Government regulation
Regulation of algorithms, or algorithmic regulation, is the creation of laws, rules and public sector policies for promotion and regulation of algorithms, particularly
Regulation_of_algorithms
Method of executing orders
simple retail tools. Algorithmic trading is widely used in equities, futures, crypto, and foreign exchange markets. The term algorithmic trading is often
Algorithmic_trading
EU regulation on digital content
Algorithmic Transparency was created by the European Commission to aid the enforcement of this. The European Commission also hosts a DSA Transparency
Digital_Services_Act
filter bubbles and partisanship, algorithmic bias, misleading results that go undetected without algorithmic transparency, the right to an explanation, misuse
History of artificial intelligence
History_of_artificial_intelligence
Right to have an algorithm explained
defining transparency within the context of algorithmic accountability remains a problem. For example, providing the source code of algorithms may not
Right_to_explanation
Research institute at the University of Oxford
proprietary algorithms. Their 2018 paper in the Harvard Journal of Law & Technology has been widely cited and has influenced discussions on algorithmic transparency
Oxford_Internet_Institute
University of Cambridge research centre
and research exercises. The topics of the programmes range from algorithmic transparency to exploring the implications of AI for democracy. AI: Futures
Leverhulme Centre for the Future of Intelligence
Leverhulme_Centre_for_the_Future_of_Intelligence
European Union commission office
stakeholders. It also cooperates with the European Centre for Algorithmic Transparency (ECAT). The European Commission has established a new EU level
European Artificial Intelligence Office
European_Artificial_Intelligence_Office
Practice of sharing state documents and proceedings publicly and reusably
most often connected to ideas of government transparency, participation and accountability. Transparency is defined as the visibility and inferability
Open_government
Topics referred to by the same term
ECAT may refer to European Centre for Algorithmic Transparency (part of the European Commission) Emergency Committee for American Trade Escambia County
ECAT
Capability of a computer graphic to allow whatever is "behind" it to be visible
Transparency in computer graphics is possible in a number of file formats. The term "transparency" is used in various ways by different people, but at
Transparency_(graphic)
2024 European Union regulation
with security, transparency and quality obligations, and undergo conformity assessments. Limited-risk applications only have transparency obligations. Minimal-risk
Artificial_Intelligence_Act
2016 academic book by Frank Pasquale
transparent algorithm can still lead to discriminatory outcomes. Chander nonetheless appreciates Pasquale's critical recognition that algorithmic systems
The_Black_Box_Society
Whether a program behaves differently if expressions and their values are interchanged
In analytic philosophy and computer science, referential transparency and referential opacity are properties of linguistic constructions, and by extension
Referential_transparency
governance mechanisms that address issues such as data privacy, algorithmic transparency, and the safe deployment of AI systems. These efforts are intended
Artificial intelligence industry in Taiwan
Artificial_intelligence_industry_in_Taiwan
California law on AI training data disclosure
Algorithmic Discrimination". Tech Policy Press. Retrieved February 27, 2026. "AB-2013 Generative artificial intelligence: training data transparency"
California Assembly Bill 2013 (2024)
California_Assembly_Bill_2013_(2024)
Indian digital liberties organisation
Safeguards” draft, urging stronger language on data-minimisation and algorithmic transparency. In 2018, IFF supported a research paper by Nakul Nayak who studied
Internet_Freedom_Foundation
Operation in computer graphics
image with a background to create the appearance of partial or full transparency. It is often useful to render picture elements (pixels) in separate passes
Alpha_compositing
Decision-making process conducted with varying degrees of human oversight
world are now using automated, algorithmic systems for profiling and targeting policies and services including algorithmic policing based on risks, surveillance
Automated_decision-making
Independent research center in Washington, D.C., focused on media and technology policy
artificial intelligence in journalism (including deepfakes and algorithmic transparency); information integrity (including disinformation, content moderation
Center for News, Technology & Innovation
Center_for_News,_Technology_&_Innovation
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
Concept that the judiciary should be independent
as opposed to the traditional focus on judicial qualifications. Algorithmic transparency Central bank independence Civil control of the military Civil service
Judicial_independence
American politician
Technology, Vacca introduced an algorithmic transparency bill, Int. 1696–2017, that would require city agencies "that use algorithms or other automated processing
James_Vacca
Type of cryptocurrency that is reserve backed
utilize algorithms that match supply and demand of the stablecoins to maintain a stable value. The European Central Bank suggests that algorithmic stablecoins
Stablecoin
have particular ethical stakes. This includes algorithmic biases, fairness, accountability, transparency, privacy, and regulation, particularly where systems
Ethics of artificial intelligence
Ethics_of_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
Computer scientist and digital activist
artist, as well as a Poet of Code. Timnit Gebru Algorithmic bias Facial recognition system Algorithmic Justice League AI ethics Buolamwini, Joy Adowaa
Joy_Buolamwini
Measurement of algorithmic bias
Fairness 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)
Collusion between competitors
danger. E-commerce is one of the major premises for algorithmic tacit collusion. Complex pricing algorithms are essential for the development of e-commerce
Tacit_collusion
Data scientist, AI specialist
work on responsible artificial intelligence. She was concerned about algorithmic bias and the AI workforce; particularly on retaining researchers. She
Rumman_Chowdhury
Family of lossless-compression image file formats
RGBA colors), grayscale images (with or without an alpha channel for transparency), and full-color non-palette-based RGB or RGBA images. The PNG working
PNG
Colorado law governing high-risk AI systems
developers of high-risk AI systems to protect Colorado residents from algorithmic discrimination in the context of employment, education, financial services
Colorado_AI_Act
American computer scientist
Margaret Mitchell is a computer scientist who works on algorithmic bias and fairness in machine learning. She is most well known for her work on automatically
Margaret_Mitchell_(scientist)
Use of information and communication technology in political and governance processes
offering new tools for transparency and participation, e-democracy also faces growing challenges such as misinformation, bias in algorithms, and the concentration
E-democracy
System for ordering algorithmic trades
An automated trading system (ATS), a subset of algorithmic trading, uses a computer program to create buy and sell orders and automatically submits the
Automated_trading_system
Concept of open-source software applied to AI
the increased transparency it offers compared to closed-source alternatives. The open-sourced aspects of models allow those algorithms and code to be
Open-source artificial intelligence
Open-source_artificial_intelligence
2006 book by Alexander R. Galloway
Apperley and Adam Chapman. Algorithmic Culture Juul, Jesper (December 2007). "Review: Alexander R. Galloway Gaming: Essays on Algorithmic Culture. Minneapolis
Gaming: Essays on Algorithmic Culture
Gaming:_Essays_on_Algorithmic_Culture
Integration of software development and operations
discipline, with a particular focus on two-way data control, data ownership, transparency, and comprehensive data lineage tracking through the entire workflow
DevOps
Contribution of information to any media
of transparency around how policies are enforced, with limited public data available about takedown frequency, appeal success rates, or algorithmic decision-making
Content_creation
Lebanese-American physician and researcher
the Algorithmic Bias Playbook, a resource for policymakers and technical teams working in healthcare on how to measure and mitigate algorithmic racial
Ziad_Obermeyer
Journalism produced by algorithms
Automated journalism, also known as algorithmic journalism or robot journalism, is a term that attempts to describe modern technological processes that
Automated_journalism
Moral behaviours of man-made machines
AI, Algorithmic, and Automation Incidents and Controversies (AIAAIC) repository documents incidents and controversies involving AI, algorithmic decision-making
Machine_ethics
Automated process of handling orders
dimensions". In some cases, algorithmic trading is rather dedicated to automatic usage of synthetic behavior. "Algorithmic trading manages the "parent"
Smart_order_routing
Structure in biology and artificial intelligence
the combination of large datasets, faster hardware (notably GPUs), and algorithmic advances that have led to the rise of deep learning. Emergence Biological
Neural_network
Guidelines and laws to regulate AI
Law portal Politics portal Technology portal AI alignment Algorithmic accountability Algorithmic bias Artificial intelligence Artificial intelligence and
Regulation of artificial intelligence
Regulation_of_artificial_intelligence
regulation, including minimum standards for pay, safety, and transparency in algorithmic decision-making. Andrew Selbst and his colleagues identify a
Digital_labor
Proposed European Union directive
workers'] employment status" and promote fairness, transparency and accountability in algorithmic management in platform work, and support sustainable
Platform_Work_Directive_2024
Degree of a language's spelling-sound correspondence
neural network to rank 17 orthographies according to their level of transparency. Among the tested orthographies, Chinese and French orthographies, followed
Orthographic_depth
Perceptual transparency is the phenomenon of seeing one surface behind another. In our everyday life, we often experience the view of objects through transparent
Perceptual_transparency
American financial market trading firm
Jump Trading LLC is a proprietary trading firm with a focus on algorithmic and high-frequency trading strategies. The firm has over 1600 employees in
Jump_Trading
Online radicalization process
but can quickly lead users down rabbit-holes. The effects of YouTube's algorithmic bias in radicalizing users has been replicated by one study, although
Alt-right_pipeline
Parallel programming model
computing, algorithmic skeletons, or parallelism patterns, are a high-level parallel programming model for parallel and distributed computing. Algorithmic skeletons
Algorithmic_skeleton
Ethiopian-born cognitive scientist
works at the intersection of complex adaptive systems, machine learning, algorithmic bias, and critical race studies. Birhane's work with Vinay Prabhu uncovered
Abeba_Birhane
Marketing tactic
secure funding from investors. The practice raises concerns regarding transparency, and legal issues. AI washing is a deceptive marketing practice. It involves
AI_washing
American social networking service
mid-2008, an algorithmic lists of trending topics among users. A word or phrase mentioned can become "trending topic" based on an algorithm. Because a relatively
X_(social_network)
Use of predictive analytics to direct policing
within the underlying arrest data, rather than the actual algorithm itself. Researchers in algorithmic fairness have described this dynamic as a feedback loop
Predictive_policing
Intelligence of machines
or policing) then the algorithm may cause discrimination. The field of fairness studies how to prevent harms from algorithmic biases. On 28 June 2015
Artificial_intelligence
US-based software and services company
Accountability and Transparency Board (RATB). Biden credited Palantir with supporting the Recovery Accountability and Transparency Board's fraud detection
Palantir
Ethics of mass data analytics
design of the algorithm, or the underlying goals of the organization deploying them. One major cause of algorithmic bias is that algorithms learn from historical
Big_data_ethics
Search advertising marketplace
company is headquartered in New York City. adMarketplace introduced an algorithmic bidding solution, BidSmart, for their search advertising platform in
AdMarketplace
Form of political manipulation
redistricting transparency legislation has been introduced to US Congress a number of times in recent years, including the Redistricting Transparency Acts of
Gerrymandering
and C library hqxSharp project a port of hqx with added support for transparency, custom tolerances and seamless tiling (C#) 2d image filter project at
Hqx_(algorithm)
Computer graphics algorithm
texture compression (ASTC) is a lossy block-based texture compression algorithm developed by Jørn Nystad et al. of ARM Ltd. and AMD. Full details of ASTC
Adaptive scalable texture compression
Adaptive_scalable_texture_compression
Operating system designed to operate on multiple systems over a network computer
integration of individual nodes into a global system is referred to as transparency, or single system image; describing the illusion provided to users of
Distributed_operating_system
Lossy audio coding format
audio bandwidth, complexity, and algorithm choice can be adjusted for each individual frame. Opus has low algorithmic delay (26.5 ms by default) ideal
Opus_(audio_format)
Subfield of computer science and mathematics
information theory are source coding, channel coding, algorithmic complexity theory, algorithmic information theory, information-theoretic security, and
Theoretical_computer_science
Credit scoring systems using AI lack transparency in decision making as the technology is patented. Predictive algorithms run a high risk of being inaccurate
Criticism of credit scoring systems in the United States
Criticism_of_credit_scoring_systems_in_the_United_States
Cryptography number with no hidden properties
in creating cryptographic functions such as hashes and ciphers. These algorithms often need randomized constants for mixing or initialization purposes
Nothing-up-my-sleeve_number
Computer software architecture in 3D computer graphics
Textures can be colored arrays of pixels, describe surface displacements or transparency or surface reflectivity. Reyes allows users to incorporate procedural
Reyes_rendering
Information system used for organizational decision-making and coordination
ethical challenges. AI systems may raise concerns related to algorithmic bias, transparency, and accountability in managerial decision-making. Cloud-based
Management_information_system
System for financial contracts
Algorithmic Contract Types Unified Standards (ACTUS) is an attempt to create a globally accepted set of definitions and a way of representing almost all
Algorithmic Contract Types Unified Standards
Algorithmic_Contract_Types_Unified_Standards
3D computer graphics image rendering method
processed is kept to the absolute minimum which is always one time if no transparency effects are used—a benefit for the case of high resolution or expensive
Scanline_rendering
Irish-American programmer, author and businessman (born 1954)
with Ilan Strauss and Mariana Mazzucato, “algorithmic attention rents” entails the use of a platform’s algorithms to allocate user attention to content which
Tim_O'Reilly
Standardized means of organizing and storing digital images
applications, vector formats are often used. Some image file formats support transparency. Raster formats are for 2D images. A 3D image can be represented within
Image_file_format
Group of rendering algorithms used in 3D computer graphics
other object in the scene. Theoretically, reflections, refractions, transparency, and shadows are all examples of global illumination, because when simulating
Global_illumination
School of thought advocating free access to lawmaking for the people
provide journalistic coverage, political platform development, political transparency, strategic advice, and critique of a ruling government of the same party
Open-source_governance
Open internet standards organization
agencies were exerting undue influence, sparking concerns on a lack of transparency in the decision-making process. The IETF chairman is selected by the
Internet Engineering Task Force
Internet_Engineering_Task_Force
Chinese regulation introduced in 2023
Measures on Generative AI". China Law Translate. "China's Algorithm Filing Regime: Transparency, Compliance, and Oversight". Lexology. November 2025. "已完成备案的生成式人工智能服务"
Interim Measures for the Management of Generative AI Services
Interim_Measures_for_the_Management_of_Generative_AI_Services
Mass communication outlets not associated with governments or corporations
as Google News is the product of other forces as well. This includes algorithmic calculations, which remove professional editorial judgment, in favor
Independent_media
Artificial intelligence field of study
Framework for Accountable Algorithmic Systems". Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency. FAccT '21. New York,
AI_safety
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
known as software transparency, or open-access software (considered an extension of open-source software). The philosophy of transparency in software states
Whitebox Geospatial Analysis Tools
Whitebox_Geospatial_Analysis_Tools
uncontrolled rocket would hit but drawing US criticism over lack of transparency; Vaccine hesitancy in Australia due to fears of blood clots from the
List of The Weekly with Charlie Pickering episodes
List_of_The_Weekly_with_Charlie_Pickering_episodes
Computational approach
handwritten digits uses an algorithm to analyze the features of each image, yielding a hypervector per image. The algorithm then adds the hypervectors
Hyperdimensional_computing
U.S. Army web-based talent management platform
Intelligence integrates business rules and algorithms to support fair and incentive-compatible matching. Transparency enables participants to view preferences
Assignment Interactive Module 2.0
Assignment_Interactive_Module_2.0
Class of fingerprinting algorithm
Perceptual hashing is the use of a fingerprinting algorithm that produces a snippet, hash, or fingerprint of various forms of multimedia. A perceptual
Perceptual_hashing
ALGORITHMIC TRANSPARENCY
ALGORITHMIC TRANSPARENCY
Female
Hebrew
(×œÖ´×‘Ö°× Ö¸×”) Variant spelling of Hebrew Libnah, LIVNAH means "whiteness, transparency." In the bible, this is the name of a city captured by Joshua.
Female
Hebrew
(×œÖ´×‘Ö°× Ö·×ª) Variant form of Hebrew Livnah ("whiteness, transparency"), LIVNATH means "Belus, glass," from the sand of which glass was first made by the Phoenicians." In the bible, this is part of the name of a river, Shihor-libnath, which flows into the sea.
Female
Hebrew
(×œÖ´×‘Ö°× Ö¸×”) Hebrew name LIBNAH means "whiteness, transparency." In the bible, this is the name of a city captured by Joshua.
ALGORITHMIC TRANSPARENCY
ALGORITHMIC TRANSPARENCY
Boy/Male
Bengali, Gujarati, Hindu, Indian, Jain, Kannada, Malayalam, Marathi, Sanskrit
Lord Krishna
Girl/Female
Arabic
Assistant; Helper
Girl/Female
Muslim/Islamic
Enchanting
Boy/Male
Biblical
An eminence or high place.
Girl/Female
Arabic, Assamese, French, Hindu, Indian, Kannada, Malayalam, Marathi, Muslim, Sindhi
Capable; Sociability; Sweet Voice; Music; Geniality
Boy/Male
Indian
Permanent, Can not be broken easily, Secure, Saved, Guarded
Surname or Lastname
English
English : habitational name from any of the numerous places named with Old English bearo, bearu ‘grove’ (dative bear(o)we, bearuwe), for example in Cheshire, Derbyshire, Gloucestershire, Lancashire, Leicestershire, Lincolnshire, Shropshire, Suffolk, and Somerset, or a topographic name with the same meaning.English : topographic name for someone who lived by an ancient burial mound, Middle English berwe, barwe, or a habitational name from a place named with this word (Old English beorg, dative beorge), of which there is one near Leicester and another in Somerset.English : habitational name from Barrow in Furness, Cumbria, which is named with an unattested Celtic word, barr, here meaning ‘promontory’, + Old Norse ey ‘island’.
Boy/Male
Indian
Lion, Famous
Surname or Lastname
English
English : habitational name from places in Buckinghamshire and Northamptonshire called Weedon, named in Old English with wēoh ‘(pre-Christian) temple’ + dūn ‘hill’.
Boy/Male
Australian, Hebrew
One who Supplants
ALGORITHMIC TRANSPARENCY
ALGORITHMIC TRANSPARENCY
ALGORITHMIC TRANSPARENCY
ALGORITHMIC TRANSPARENCY
ALGORITHMIC TRANSPARENCY
n.
Light vapor or smoke in the air which more or less impedes vision, with little or no dampness; a lack of transparency in the air; hence, figuratively, obscurity; dimness.
n.
That which is transparent; especially, a picture painted on thin cloth or glass, or impressed on porcelain, or the like, to be viewed by natural or artificial light, which shines through it.
n.
The state of being opaque; the quality of a body which renders it impervious to the rays of light; want of transparency; opaqueness.
a.
Resembling glass in its properties, as in smoothness, brittleness, or transparency; as, a glassy stream; a glassy surface; the glassy deep.
n.
Alt. of Algorithm
n.
Dimness or abolition of sight, with a diminution of transparency, a bluish or greenish tinge of the refracting media of the eye, and a hard inelastic condition of the eyeball, with marked increase of tension within the eyeball.
n.
The quality or condition of being transparent; transparence.
n.
The larval state (Phyllosoma) of the genus Palinurus and allied genera. It is remarkable for its strange outlines, thinness, and transparency. See Phyllosoma.
n.
In a loose and popular sense, any visible diffused substance floating in the atmosphere and impairing its transparency, as smoke, fog, etc.
n.
The quality or state of being translucent; clearness; partial transparency.
n.
A photographic picture copied from the negative on glass; a photographic transparency.
n.
A form of silica, or silicon dioxide (SiO2), occurring in hexagonal crystals, which are commonly colorless and transparent, but sometimes also yellow, brown, purple, green, and of other colors; also in cryptocrystalline massive forms varying in color and degree of transparency, being sometimes opaque.
n.
The quality or state of being pellucid; transparency; translucency; clearness; as, the pellucidity of the air.
n.
Half or imperfect transparency; translucency.
n.
Imperfect or partial transparency.
a.
Characterized by clearness or transparency; clear; as, a limpid stream.
pl.
of Transparency
n.
The quality or state of being transparent; transparency.
n.
The art of calculating with any species of notation; as, the algorithms of fractions, proportions, surds, etc.
n.
The art of calculating by nine figures and zero.