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Divergent Views On AI: Expert Optimism Clashes With Public Anxiety

Recent data reveals a stark contrast between the outlook of AI experts and the growing public unease over the technology. Stanford University’s 2026 Annual AI Report highlights that while industry leaders focus on the theoretical pursuit of Artificial General Intelligence (AGI), everyday concerns revolve around tangible issues such as employment, healthcare, and energy costs.

Growing Public Anxiety And Generational Shifts

Survey data indicate rising concern about AI across demographic groups. A Gallup poll cited by The New York Times shows that around half of Generation Z uses AI tools daily or weekly. Despite high usage, sentiment among younger users reflects increasing concern and dissatisfaction with the technology.

Divergent Perspectives On AI’s Societal Impact

Industry leaders continue to focus on long-term AI capabilities, including artificial general intelligence. Public concerns remain concentrated on immediate economic and social effects. Expansion of data centers and associated energy use has raised concerns about infrastructure strain and potential increases in utility costs.

Public reactions to incidents involving technology executives have also highlighted tensions around AI adoption and its broader economic impact. Analysts, including David Zhou and Caroline Orr Bueno, Ph.D., have linked these responses to concerns over employment and cost of living.

Expert Optimism Versus Public Skepticism

Data from Pew Research shows that 10% of Americans feel more excited than concerned about AI adoption. In contrast, 56% of AI experts expect a positive impact on the U.S. over the next 20 years. Differences are also visible in specific sectors. Around 84% of experts expect improvements in healthcare compared to 44% of the public, while 73% of experts see productivity gains versus 23% of respondents. Economic expectations differ as well, with 69% of experts anticipating benefits compared to 21% of the public. Concerns about employment remain high, with 64% of Americans expecting fewer job opportunities over the next two decades.

Global And Government Regulation Perspectives

Trust in government regulation varies across countries. Around 31% of Americans express confidence in government oversight of AI, while countries such as Singapore report levels of 81%, according to Ipsos data referenced by Stanford. Within the United States, 41% of respondents believe regulation will be insufficient, while 27% expect excessive intervention.

A Mixed Global Outlook

Global sentiment shows a slight increase in positive perceptions of AI, with 59% of respondents in 2025 saying benefits outweigh risks compared to 55% in 2024. At the same time, the share of respondents who describe AI as making them nervous increased from 50% to 52%. The data indicate continued divergence between perceived benefits and concerns as AI adoption expands.

Women Make Up A Majority Of The EU’s Science And Technology Workforce But The Real Gap Is Elsewhere

Women now make up the majority of the EU’s science and technology workforce. According to Eurostat, in 2025, more than 81.6 million people aged 15 to 74 were employed in science and technology occupations across the EU. Of those, 52.5% were women, equal to 42.8 million women. The number of women in these occupations rose by 27.9% compared with 2015, an increase of more than 9.3 million over a decade.

On the surface, the numbers resemble progress. However, Eurostat’s category requires context before that figure can be read accurately. The data refers to HRST, or Human Resources in Science and Technology, specifically people employed in science and technology occupations. These are roles where the main tasks require professional or technical knowledge in physical and life sciences, but also in social sciences and humanities. That definition is wider and broader than engineering, ICT, laboratory science, or high-tech research alone.

Zooming In

The gender picture changes once the data moves from a wider definition of the workforce to the narrower scientist-and-engineer (research and manufacturing) subgroup.

Scientists and engineers represented almost a quarter of all people employed in science and technology in the EU in 2025. Eurostat describes scientists and engineers as often being the innovators at the centre of technology-led development, making them an important subgroup to focus on separately.

Women accounted for only 40.8% of scientists and engineers in 2025, despite making up more than half of the wider category. That share has increased by a mere 0.5 percentage points over the past decade. The absolute number of women working as scientists and engineers rose from 5.3 million in 2015 to 8.2 million in 2025, despite the push from national and international organisations to increase the number of women in the field. Europe has expanded the number of women in science and technology occupations over ten years. However, that expansion has not extended equally into the scientist-and-engineer subgroup, where much of Europe’s research and innovation work is conducted.

In 2025, of the 39.4 million women aged 25 to 64 working in science and technology occupations in the EU, 35.5 million worked in service activities. Only 2.7 million worked in manufacturing. Women accounted for 57.5% of science and technology employment in services, but only 31.3% in manufacturing.

In 2025, the highest shares of women employed in science and technology occupations were recorded in Latvia at 62.4%, followed by Hungary’s Great Plain and North region at 61.1%, Estonia at 60.5%, Poland’s Central macroregion at 60.4%, and Lithuania at 60.3%. No EU country recorded a majority of women among science and technology workers in manufacturing.

Break-down

Eurostat’s figures measure employment in broad science and technology occupations. They do not show job security, pay levels, management roles, promotion rates, research leadership, or whether women are concentrated in junior or senior workplace positions.

The classification of “senior” also requires additional explanation. Eurostat reports that 45.9% of science and technology workers aged 25 to 64 in the EU were classified as “senior” HRST in 2025. In this dataset, “senior” refers to workers aged 45 to 64. It does not mean senior manager, senior researcher, team lead, or decision-maker.

A high female share in the wider Human Resource Science and Technology (HRST) category does not parallel equal representation across scientists, engineers, manufacturing roles, senior posts, pay, research funding, or decision-making. These figures also reflect the occupational mix inside each country or region, not only structural progress across all areas of science and technology.

The Case Of Cyprus

Eurostat data places Cyprus’s overall science and technology employment at 37.2% of the labour force in 2025, slightly above the EU-27 figure of 36.9%, and above Greece at 26.8%, Malta at 33.9%, and Turkey at 18.2%. This figure covers the total share of the labour force employed in science and technology across all genders.

Progress Or Work-in-Progress?

52.5% in the broad category. 40.8% among scientists and engineers. 31.3% in manufacturing. Europe’s gender gap in science and technology hasn’t closed yet, and there is still work to be done to encourage and support more women to enter the field, especially in research and manufacturing.

Let’s not wait another decade for another couple of percentage points of hope.

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