AI in Schools Threatens Critical Thinking and Jobs, Japan Must Heed Singapore’s Warning

In a recent Deep Dive broadcast by CNA, correspondents Steven Chia and Tiffany Ang examined the growing unease in Singapore over the impact of artificial intelligence on education and employment. The discussion, which featured Professor Will Cong of Nanyang Technological University and Associate Professor Jennifer Ang of the Singapore University of Social Sciences, highlighted how rapid AI adoption in classrooms may erode students' verification skills and how the technology’s concentration in the hands of a few large firms could reshape labour markets across the Asia‑Pacific. For Japan, whose own education reforms and industrial policy are increasingly intertwined with AI, the Singaporean case offers a cautionary template. This article analyses the key points raised in the video, draws parallels with Japanese policy, and outlines potential responses for ministries such as METI, MEXT and the BOJ.

AI Exposure in Schools and the Risk to Critical Thinking

The CNA segment began by noting that Singaporean students are now encountering AI tools at an earlier stage in their schooling. While the technology promises efficiency, the panel warned that reliance on AI could diminish essential verification habits. Professor Cong emphasized that “students may become accustomed to accepting AI‑generated answers without questioning their accuracy,” a concern echoed by Associate Professor Ang, who highlighted the importance of teaching verification as a core skill.

Japan faces a similar trajectory. The Ministry of Education, Culture, Sports, Science and Technology (MEXT) has recently encouraged the integration of generative AI into curricula, yet the same tension between convenience and critical scrutiny arises. If Japanese schools follow Singapore’s path without embedding robust critical‑thinking modules, students could graduate with a reduced ability to assess data integrity—a skill vital for sectors ranging from finance to public administration.

In the video, the experts suggested that the erosion of verification skills could have downstream effects on democratic participation and public discourse. For Japan, where the Ministry of Internal Affairs and Communications monitors information integrity, the implication is clear: educational policy must be coordinated with broader societal safeguards against misinformation. Embedding AI literacy that stresses source validation could become a cross‑ministerial priority, linking MEXT initiatives with the work of the Digital Agency.

Impact on the Workforce: Job Creation versus Displacement

At the 5‑minute mark, the discussion turned to the labour market. Professor Cong argued that AI is likely to both displace certain routine tasks and generate new roles that demand higher‑order cognitive abilities. However, the panel stressed that the net effect could be a “sharp rise in the skill gap” if workers are not equipped to transition.

Japan’s Ministry of Economy, Trade and Industry (METI) has already highlighted the need for reskilling programmes as part of its Society 5.0 vision. The CNA interview underscores the urgency of such programmes: smaller enterprises, which constitute a large share of Japan’s economy, may lack the resources to adopt AI responsibly, risking a competitive disadvantage. METI’s Small and Medium Enterprise Agency could draw lessons from Singapore’s warning that “smaller businesses risk falling behind” unless they receive targeted support for AI adoption and workforce upskilling.

The BOJ’s recent monetary policy statements have referenced the importance of productivity gains from digital transformation. Yet, if AI-induced displacement outpaces the creation of skilled positions, the broader macroeconomic benefits could be muted. The video’s emphasis on “who stands to gain the most” suggests that policy must ensure that gains from AI are broadly shared, a principle that aligns with Japan’s ongoing discussions about inclusive growth and the distributional effects of technology.

Concentration of AI Power and Market Dynamics

One of the central concerns raised by the CNA panel was the concentration of AI capabilities within a handful of powerful corporations. The experts noted that this concentration could skew market dynamics, giving dominant firms disproportionate influence over the direction of AI development and its societal impact.

Japan’s own tech ecosystem includes several large conglomerates—such as SoftBank, Sony and Fujitsu—that are heavily invested in AI research. The Ministry of Economy, Trade and Industry has been monitoring antitrust considerations in the digital sphere, and the video’s insights reinforce the need for vigilant competition policy. The Japan Fair Trade Commission may need to assess whether AI‑centric mergers or acquisitions could further entrench market power, potentially limiting opportunities for innovative startups.

Moreover, the panel’s reference to “who stands to gain the most” invites Japanese policymakers to consider the strategic importance of fostering a diversified AI supply chain. METI’s AI Strategy 2025 already calls for strengthening domestic AI talent and infrastructure, but the CNA discussion suggests that ensuring a competitive landscape may also require supporting open‑source initiatives and encouraging collaboration among academia, industry and government.

Vulnerabilities of Young Workers in an AI‑Driven Economy

At the 12‑minute segment, the conversation shifted to the particular risks faced by young workers. Associate Professor Ang argued that early‑career employees are more exposed to displacement because they often occupy roles that are more easily automated. The panel warned that without proactive measures, a generation could experience prolonged periods of underemployment.

Japan’s demographic challenges amplify this risk. With a shrinking labour force and a growing reliance on younger cohorts, the Ministry of Health, Labour and Welfare must address potential mismatches between the skills of new entrants and the demands of an AI‑augmented workplace. The video’s emphasis on “young workers face greater risks” aligns with Japan’s recent initiatives to promote dual‑track career pathways that combine technical training with AI literacy.

Policy responses could include expanding the scope of the “Career Development Support Programme” to incorporate AI‑focused modules, as well as incentivising companies to create apprenticeship positions that blend on‑the‑job experience with AI ethics training. Such measures would help mitigate the risk of a “generation left behind,” a scenario the CNA report suggests could have broader social consequences.

The Role of Humanities and Ethical Education in an AI Age

Midway through the broadcast, the panel explored whether studying humanities could prepare individuals for an AI‑driven future. Associate Professor Ang posited that humanities education cultivates critical thinking, ethical reasoning and an appreciation of human values—competencies that are less likely to be replicated by machines.

Japan has a longstanding tradition of integrating humanities into its education system, yet recent reforms have placed greater emphasis on STEM subjects. The discussion in the video provides a timely reminder that a balanced curriculum may be essential for developing a workforce capable of navigating AI’s ethical dilemmas. The Ministry of Education could consider reinforcing interdisciplinary programmes that combine technology with philosophy, sociology and law.

Furthermore, the Digital Agency’s recent guidelines on AI governance stress the need for “human‑centred AI.” Embedding humanities perspectives into AI curricula could help ensure that Japanese developers and policymakers design systems that respect cultural norms and societal values, thereby strengthening public trust in AI applications across sectors such as healthcare, finance and public administration.

Policy Recommendations and Future Outlook for Japan

Drawing together the insights from the CNA Deep Dive, several concrete policy actions emerge for Japan. First, MEXT should develop a national AI literacy framework that explicitly includes verification skills, ensuring that students learn to question and validate AI outputs. Second, METI must expand targeted subsidies for small and medium enterprises to adopt AI responsibly while simultaneously funding reskilling programmes that focus on higher‑order analytical abilities.

Third, the Japan Fair Trade Commission should intensify scrutiny of AI‑centric market concentration, promoting competition that encourages innovation beyond the dominant global firms highlighted in the Singaporean context. Fourth, the Ministry of Health, Labour and Welfare should adapt its employment support schemes to address the specific vulnerabilities of young workers, perhaps by linking AI‑skill certifications to wage subsidies for entry‑level positions.

Finally, a coordinated approach that integrates humanities education, ethical AI guidelines from the Digital Agency, and strategic investment in domestic AI research—guided by the insights of scholars like Professor Cong and Associate Professor Ang—will be essential. As the video concluded, the question is not whether AI will reshape jobs and thinking, but how societies choose to shape AI’s role. For Japan, the Singaporean experience offers a clear signal: proactive, balanced and inclusive policy will be required to harness AI’s benefits while safeguarding critical human capacities.

By Kenji Tanaka, Staff Writer

This article was produced with AI-assisted research and editorial support. Reporting is based on the source material cited below. Sources: CNA video report (05 November 2026); CNA; Global1.News