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Artificial Intelligence

 In the digital era, the explosion of technology has been matched by an equally seismic shift in the ways we think and talk about it. New digital tools give rise to new terms and phrases, as well as new conceptual frameworks for understanding how these tools affect and interact with society. As we contend with novel and heightened forms of harm, words like disinformation and doxing have entered the mainstream. And concepts like digital rights and data governance have come into existence amidst the push to align the technology of today with our vision for a better future.  

The voices of women, girls, and other marginalized groups, historically sidelined or altogether absent in tech spaces, are urgently needed in decision-making processes. Get ready to join the conversation—or start your own—by familiarizing yourself with these key terms.  

Algorithm

A procedure or formula used to solve a problem, or a series of instructions that tell a computer how to transform a data set into useful information. Algorithms are used widely throughout all areas of information technology. 

Algorithmic bias

Decision-making by computer systems or processes delivers outcomes that are systematically less favorable to individuals within a particular group and where there is no relevant difference between groups that justifies such harm. Bias in algorithms can emanate from unrepresentative or incomplete training data or the reliance on flawed information that reflects historical inequalities. If left unchecked, biased algorithms can lead to decisions that can have a collective, disparate impact on certain groups of people, even without the programmer’s intention to discriminate.

Artificial intelligence (AI)

The ability of machines and systems to acquire and apply knowledge, and to carry out intelligent behavior. 

AI audit  

An assessment process intended to uncover any risks to the rights and freedoms of individuals which may arise from AI adoptions, and to implement appropriate technical and organizational measures to mitigate these risks. 

Automation  

The substitution of human input by machines, especially those which are digitally enabled. 

Content moderation  

The process by which Internet companies determine whether user-generated content meets the standards articulated in their terms of service and other regulations. 

Data governance  

A system of rights and accountabilities for information-related processes, which govern the use, accessibility, and transparency of data information. 

Digital citizenship  

Competences that allow individuals to access, understand, analyze, produce, and use the digital environment in a critical, ethical, and creative way. 

Digital economy  

The changing patterns of production and consumption are brought about by digital technologies. The different economic facets of the digital economy can be broken down into three broad components: foundational aspects of the digital economy, such as fundamental innovations, core technologies, and enabling infrastructures; digital and information technology sectors, such as digital platforms, mobile applications and payment services, which are making a growing contribution to economies; and a wider set of digitalizing and digitally enabled sectors, in which new activities or business models have emerged and are being transformed as a result of digital technologies, such as e-commerce. 

Digital government or e-government  

The use of novel information and communication technologies by governments to optimize their functions, operations, and services. 

Digitalization  

The ongoing integration of digital technologies and digitized data across economies and society.  

Digital literacy  

The ability to leverage technological concepts, methods, and skills to be able to use and exploit information and communication technologies. 

Digital revolution  

The transformative changes brought about by a fusion of technologies, such as artificial intelligence, gene editing, and advanced robotics, are blurring the lines between the physical, digital, and biological worlds. The Fourth Industrial Revolution is of a scale, speed, and complexity which is unprecedented, disrupting nearly every industry and creating new opportunities and challenges for people, places, and businesses. 

Disinformation  

False information is intentionally designed to be deceptive and often has a political or social goal, including undermining public trust in democratic institutions. 

Doxing  

The non-consensual, public release of an individual’s private, personal, or sensitive information, such as home and email addresses, phone numbers, or employer and family member’s contact information, to cause physical harm. 

FemTech  

Software, diagnostics, products, and services which use technology to support women's health, including menstrual health, reproductive health, sexual health, maternal health, and menopause. 

Gender digital divide  

The disparity between women and men and girls and boys in digital adoption and their relative opportunities to access, use and benefit from digital technology. 

Gender impact assessment  

The evaluation, analysis, or assessment of a law, policy, or program, before its implementation, makes it possible to identify, in a preventative way, the likelihood of a given decision having negative consequences for the state of equality between women and men. 

Gender mainstreaming  

The process of assessing the implications for women and men of any planned action, including legislation, policies, or programs, in all areas and at all levels. It is a way to make women’s as well as men’s concerns and experiences an integral dimension of the design, implementation, monitoring, and evaluation of policies and programs in all political, economic, and societal spheres so that women and men benefit equally and inequality is not perpetuated. 

Gender transformative  

An approach or process which shifts unequal gender relations to promote shared power, control of resources, decision-making, and support for women’s empowerment. 

Hate speech  

Any kind of communication in speech, writing, or behavior, that attacks or uses pejorative or discriminatory language concerning a person or a group based on who they are, in other words, based on their religion, ethnicity, nationality, race, color, descent, gender or other identity factor. Sexist hate speech relates to expressions that spread, incite, promote, or justify hatred based on sex. 

Human rights-based approach   

An approach that aims to support better and more sustainable development outcomes by analyzing and addressing the inequalities, discriminatory practices, and unjust power relations which are often at the heart of development problems. Under a human rights-based approach, development efforts are anchored in a system of rights and corresponding State obligations established by international law. Civil, cultural, economic, political, and social rights provide a guiding framework for development plans, policies, and processes.56 In the context of information and communication technologies, a human rights-based approach is one which also embeds safety by design and privacy by design. 

Machine learning  

A branch of artificial intelligence, founded on the ability of machines to learn by themselves and to imitate human behavior. Examples include facial recognition and speech recognition technologies. 

Meaningful access  

One’s ability to have meaningful connectivity (see definition below), together with affordable access and a supportive social environment facilitates women’s and men’s full ability and agency in their use of the Internet. 

Meaningful connectivity  

One’s ability to have daily access to the Internet with an appropriate device, enough data, and a fast connection. 

Misinformation  

Misinformation is incorrect or misleading information. In contrast to disinformation, misinformation is not necessarily created or shared to create harm and the individual who shares it may not even be aware it is false. 

Online and technology-facilitated gender-based violence   

Any act of gender-based violence against women that is committed, assisted, or aggravated in part or fully by the use of information and communication technologies, such as mobile phones and smartphones, the Internet, social media platforms, or email, against a woman because she is a woman, or which affects women disproportionately. 

Public digital innovation  

The use of digital technologies and applications to optimize processes and procedures of public services. 

Sex-disaggregated data  

Data that is cross-classified by sex, and which presents information separately for men and women, boys and girls. Sex-disaggregated data is necessary for effective gender analysis, as it is more difficult to identify real and potential inequalities in its absence. 

These definitions were prepared as part of the Report of the Expert Group Meeting in preparation for CSW67. The views expressed do not necessarily represent the views of the United Nations.