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Ethics in the Use of Digital Technologies: New Challenges and Principles

Introduction: From a Tool to a Habitat

Digital technologies have ceased to be neutral tools, becoming an environment that shapes behavior, consciousness, and social relationships. This requires a shift from a narrow "professional ethics" of IT professionals to a comprehensive digital ethics — a system of moral principles regulating the development, implementation, and use of technologies. The key paradox of modernity is that technological development outpaces ethical reflection, creating a "normative vacuum" around phenomena such as algorithmic decision-making, generative AI, and neurointerfaces.

Main Ethical Issues of the Digital Era

1. Responsibility of Algorithms and Data Bias

Artificial intelligence and algorithms increasingly make decisions affecting people's lives: from approving loans and selecting job candidates to determining prison sentences. However, algorithms are not objective — they reflect biases embedded in training data. A striking example is the COMPAS system used in the United States to assess the risk of recidivism among criminals. A 2016 study by ProPublica showed that the algorithm systematically overestimated the risk for African Americans and underestimated for whites, perpetuating historical social inequalities.

An interesting fact: In 2018, Amazon was forced to abandon an algorithm for personnel selection that discriminated against women. The system was trained on the resumes of company employees over 10 years, where the majority were men, and learned to "punish" words characteristic of female resumes (such as "captain of the women's chess team").

2. Digital Inequality and Accessibility

The ethics of digital technologies must take into account the digital divide — inequality in access to technologies and digital skills. The COVID-19 pandemic exposed this problem: while some could work and study remotely, others were excluded from socio-economic life. In addition to technical access, there is a problem of functional illiteracy — the inability to critically evaluate information, protect privacy, and understand the logic of algorithms.

3. Manipulation of Attention and Dopamine Design

Social networks and platforms are consciously designed to maximize attention retention, using knowledge of neuroscience. An endless news feed, notifications, algorithms showing content that evokes strong emotions — all this creates an economy of attention, where the user becomes a product. Ethics requires transparency in such practices and giving users real choices, not an illusion of control.

Example: In 2021, Facebook (Meta) was at the center of a scandal after revelations by Frances Haugen. A former employee showed that the company deliberately used algorithms to amplify anger and polarization because such content increased engagement, despite the harm to public dialogue and mental health of teenagers.

4. Human Autonomy vs. Automation

Automation and recommendation systems are gradually limiting human autonomy, narrowing the field of choice. Algorithms on YouTube or TikTok determine what information we will see; navigators — what route will be chosen; smart home systems — what the climate will be in the apartment. The ethical task is to preserve the right of individuals to disagree with an algorithm and the ability to make non-standard choices.

Principles of Digital Ethics

In response to these challenges, new ethical principles are emerging:

The principle of transparency (explanation). Algorithmic systems must be explainable to users. The EU already has the "Right to Explanation" under GDPR, allowing for the requirement of explanations for decisions made automatically. For complex neural networks, this remains a technical challenge, giving rise to a separate field — "explainable AI" (XAI).

The principle of fairness and non-discrimination. Requires active identification and elimination of biases in data and algorithms. In practice, this means diversity in developer teams, algorithm audits, and the use of "competitive data" that test the system's resistance to discrimination.

The principle of privacy by default (Privacy by Design). Protection of privacy should be built into the architecture of the system from the outset, not added as a patch. This includes minimizing data collection, encrypting data, and anonymizing it.

The principle of human-orientedness. Technologies should serve human well-being and development, not the opposite. The European Group on Ethics in Science and New Technologies defines this as the need to maintain "human control" over autonomous systems.

An interesting fact: In 2019, the OECD adopted the first intergovernmental Principles on Artificial Intelligence, aimed at ensuring its innovative and reliable use. Among the five principles: inclusive growth, fairness, transparency, safety, and accountability. Based on these, many national strategies are built.

Institutional Responses

New institutions are emerging to address ethical dilemmas:

Ethical committees and councils on artificial intelligence in companies and governments.

Algorithm audits by independent organizations, similar to financial audits.

Digital education, including ethical literacy along with technical skills.

Conclusion: Ethics as a Condition for Sustainable Development

Digital ethics is not a luxury, but a necessary condition for preventing technological harm and building a trustworthy digital ecosystem. In a world where technologies are increasingly penetrating human bodies and psyche (neurointerfaces, genome editing), old ethical frameworks are insufficient. A continuous interdisciplinary dialogue between technologists, philosophers, lawyers, psychologists, and society is required. Success will not be the one who creates the most powerful technology, but the one who can integrate it into the social context, minimizing risks and maximizing benefits for humanity. The future is determined not only by what we can create but also by what we decide not to create for ethical reasons.


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Ethics in the digital field // Islamabad: Pakistan (ELIB.PK). Updated: 22.01.2026. URL: https://elib.pk/m/articles/view/Ethics-in-the-digital-field (date of access: 16.02.2026).

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