Ethical AI
Megatrend
Long-term, major change of a global nature; changing the balance of power, the existing way of operating.
Long-term, major change of a global nature; changing the balance of power, the existing way of operating.
- AI WORLD
Time perspective
Trends are placed in four time perspectives:
NOW – perspective now;
NEW – short-term perspective (1-5 years);
NEXT – medium-term perspective (5-15 years);
BEYOND – perspective for the long term (15+ years).
Trends are placed in four time perspectives:
NOW – perspective now;
NEW – short-term perspective (1-5 years);
NEXT – medium-term perspective (5-15 years);
BEYOND – perspective for the long term (15+ years).
- Now
- New
- Next
- Beyond
Trend Momentum Index TM
infuture.institute’s proprietary indicator for assessing the relevance of trends. The TMI is calculated dynamically based on a wide range of data, including, among others, regulations introduced, research, patents filed, impact on sustainability goals, investments or the value of individual markets.
infuture.institute’s proprietary indicator for assessing the relevance of trends. The TMI is calculated dynamically based on a wide range of data, including, among others, regulations introduced, research, patents filed, impact on sustainability goals, investments or the value of individual markets.
Definition of a trend
A trend that relates to building, implementing and using artificial intelligence in accordance with ethical values. It concerns the construction of algorithms and systems in such a way that they are assumed to be transparent, free of bias and fair; that respect human rights. In other words, this trend focuses on the sustainable and responsible development of artificial intelligence with moral and social aspects. Current initiatives related to this trend include the introduction of ethical standards, legal regulations, increased transparency of AI algorithms and the growing role of education in AI ethics, among others. Unfortunately, despite these initiatives, it remains a challenge to maintain a balance between AI development and its security, privacy impact or ethical use. Indeed, spending on the development of this technology is still several thousand times higher than those associated with mitigating the risks associated with its introduction.
Trend Momentum Index TM
Reasons for the trend
- the development of AI technology and its increasing impact on various areas of daily life, society and the economy, and the associated need for greater transparency in the operation of AI algorithms,
- growing public awareness of the possible impacts of AI, including concerns about privacy, security, exclusion and discrimination,
- existing evidence that AI algorithms can perpetuate or even reinforce existing prejudices and social inequalities and the need to counter these,
- concerns about changes in the labour market due to automation and the use of artificial intelligence, including the risk of widespread unemployment,
- the challenges of accountability for decisions taken by AI systems, particularly in the context of autonomous vehicles, medical systems, defence systems, etc.
Insights
Check out monthly updated examples of the occurrence of trend Ethical AI in patents, scientific articles and media. Materials are selected using our machine learning algorithms and approved by the infuture.institute team
AI GENERATED
HUMAN CURATED
Consequences of the trend
- Introducing new legal regulations and ethical standards to ensure responsible development and application of AI,
- the development of technologies to support the ethical aspects of AI,
- the growing competitive advantage of companies that implement ethical AI activities, due to greater customer trust.
Supporting technologies
XAI (explainable AI, explainable artificial intelligence), blockchain, technology solutions such as privacy by design ,
Industries most sensitive to the trend
technology industry, law, health/medical industry, financial industry, education