歐亞區域發展與教育挑戰:從地緣基礎建設到數位時代學力危機Eurasian Regional Development and Educational Challenges: From Geopolitical Infrastructure to the Digital Age Literacy Crisis

歐亞區域發展與教育挑戰:從地緣基礎建設到數位時代學力危機

Eurasian Regional Development and Educational Challenges: From Geopolitical Infrastructure to the Digital Age Literacy Crisis

OECD最新PISA調查顯示,過度依賴生成式AI導致學生科學素養下滑;同時,歐亞地區正透過印度查巴哈港投資與國際會計標準接軌,積極強化跨國經濟與外交連結。

The latest OECD PISA survey indicates that over-reliance on generative AI has led to a decline in student scientific literacy; meanwhile, the Eurasian region is actively strengthening transnational economic and diplomatic ties through investments in Iran's Chabahar Port and alignment with international accounting standards.

全球教育與社會正處於數位轉型與地緣政治重組的雙重變局中。近期,經濟合作暨發展組織(OECD)發布了針對全球91個國家與地區、超過76萬名15歲學生的「國際學生能力評量計畫」(PISA)調查報告。這是自大型語言模型(LLM)全面普及以來,首份針對教育成效的重量級跨國評估。與此同時,在歐亞大陸的戰略版圖上,各國正透過基礎建設投資與國際標準接軌,試圖在複雜的地緣政治環境中尋求經濟穩定。

Global education and society are currently undergoing a dual transformation driven by digital shifts and geopolitical restructuring. Recently, the Organisation for Economic Co-operation and Development (OECD) released its Programme for International Student Assessment (PISA) report, surveying over 760,000 15-year-old students across 91 countries and economies. This marks the first major cross-national assessment of educational outcomes since the widespread adoption of large language models (LLMs). Simultaneously, across the strategic landscape of Eurasia, nations are seeking economic stability amidst a complex geopolitical environment through infrastructure investment and alignment with international standards.

亞美尼亞政府近期與美國國際開發署(USAID)進行高層會晤,探討歐洲與歐亞地區的發展合作,而印度對伊朗查巴哈港的投資,亦成為歐亞物流鏈重組的關鍵指標,顯示該地區在教育與經濟發展上正採取雙軌並行的應對策略。

The Armenian government recently held high-level meetings with the United States Agency for International Development (USAID) to discuss development cooperation between Europe and the Eurasian region. Furthermore, India's investment in Iran's Chabahar Port has become a key indicator of the restructuring of Eurasian logistics chains, demonstrating a dual-track strategy in addressing both educational and economic development in the region.

根據OECD的PISA調查與歐亞地區的官方政策動向,多方來源共同確認了數位技術對教育品質的深遠影響,以及歐亞區域合作的迫切性。在教育領域,資料顯示生成式AI的普及並未如預期般提升學生的學習效率,反而引發了「認知外包」現象,導致學生在科學素養上的表現出現明顯滑落。

Based on the OECD’s PISA survey and official policy trends in Eurasia, multiple sources confirm the profound impact of digital technology on educational quality and the urgency of Eurasian regional cooperation. In the field of education, data shows that the proliferation of generative AI has not improved student learning efficiency as expected; instead, it has triggered a phenomenon of "cognitive outsourcing," leading to a significant decline in students' scientific literacy performance.

在經濟與外交層面,歐亞地區的跨國組織與政府機構正致力於推動標準化程式,例如EICPA(歐亞國際會計師協會)持續推廣國際財務報告標準與永續發展目標(SDG)報告,旨在建立區域性的專業規範,這與亞美尼亞政府尋求透明化行政程式、加強與國際開發機構合作的政策方向不謀而合,顯示出該區域對於提升透明度與專業治理的共同追求。

On the economic and diplomatic fronts, transnational organizations and government agencies in Eurasia are committed to promoting standardized procedures. For instance, the EICPA (Eurasian Institute of Certified Public Accountants) continues to promote International Financial Reporting Standards (IFRS) and Sustainable Development Goals (SDG) reporting, aiming to establish regional professional norms. This aligns with the Armenian government's policy direction of seeking transparent administrative procedures and strengthening cooperation with international development agencies, reflecting a shared regional pursuit of transparency and professional governance.

然而,在這些趨勢背後,仍存在顯著的資訊差異與待釐清之處。針對AI對教育的影響,OECD報告指出,在嚴格控制家庭社經地位與資源差異後,完全不使用AI的學生在科學素養上表現較佳,這與部分教育科技界原先預期「AI能縮短學習差距」的論點產生鮮明對比。此外,針對歐亞地區的物流與基建發展,儘管印度在查巴哈港的投資被視為規避地緣政治緊張、開闢新貿易路徑的關鍵,但該專案的最終經濟效益與物流效率,仍受限於區域內複雜的外交角力,目前尚無法斷言其能完全緩解歐亞貿易的瓶頸。

However, behind these trends, significant information gaps and areas requiring clarification remain. Regarding the impact of AI on education, the OECD report points out that after strictly controlling for socioeconomic status and resource disparities, students who do not use AI at all perform better in scientific literacy. This stands in stark contrast to the argument previously held by some in the educational technology sector that "AI could bridge the learning gap." Furthermore, regarding logistics and infrastructure development in Eurasia, although India's investment in Chabahar Port is seen as a key move to circumvent geopolitical tensions and open new trade routes, the project's ultimate economic benefits and logistics efficiency remain constrained by complex regional diplomatic maneuvering. It is currently impossible to assert that it will fully alleviate bottlenecks in Eurasian trade.

亞美尼亞與USAID的合作細節,亦僅停留在高層會晤的框架協議階段,具體的執行路徑與資源分配細節,仍需等待後續政策檔案的發布。

The details of the cooperation between Armenia and USAID remain at the framework agreement stage of high-level meetings; specific implementation paths and resource allocation details await the release of subsequent policy documents.

這些事件對歐亞地區的產業與社會產生了具體影響。首先,教育界的「認知外包」現象警示各國政府,必須重新審視數位工具在課綱中的角色,防止深層學習能力的侵蝕,這將迫使教育體系從單純的「工具引入」轉向「批判性思維培養」。其次,在經濟領域,隨著查巴哈港等關鍵基礎設施的推進,歐亞地區的物流成本與供應鏈韌性有望提升,進而促進區域內部的貿易迴圈。

These events have had concrete impacts on industries and society in the Eurasian region. First, the "cognitive outsourcing" phenomenon in education warns governments that they must re-examine the role of digital tools in curricula to prevent the erosion of deep learning capabilities, which will force educational systems to shift from simple "tool introduction" to "critical thinking cultivation." Second, in the economic sphere, with the advancement of key infrastructure such as the Chabahar Port, logistics costs and supply chain resilience in the Eurasian region are expected to improve, thereby promoting intra-regional trade circulation.

對於專業人才而言,如EICPA所推動的國際會計標準,將直接影響跨國企業的財務透明度與合規成本,這不僅是技術標準的統一,更是區域市場與全球經濟體系進一步接軌的必要條件。

For professionals, the international accounting standards promoted by organizations like the EICPA will directly affect the financial transparency and compliance costs of multinational corporations. This is not merely a unification of technical standards, but a necessary condition for the regional market to further integrate with the global economic system.

儘管上述趨勢明確,但各界觀點仍存在限制,不應過度解讀。對於AI導致成績下滑的現象,專家提醒,這並不代表AI本身具有負面本質,而是反映了現行教育體系在應對新興科技時的引導失靈;若將此結果簡化為「禁止使用AI」,恐將錯失數位轉型的契機。同樣地,針對歐亞地區的基礎建設投資,雖然具備戰略意義,但受到區域地緣政治動盪的影響,其投資回收期與政治風險極高,外界不宜將單一港口的開發視為解決歐亞物流困境的萬靈丹。

Although the aforementioned trends are clear, there are still limitations to various perspectives, and they should not be over-interpreted. Regarding the phenomenon of declining scores due to AI, experts remind us that this does not mean AI itself is inherently negative, but rather reflects the failure of the current education system to provide guidance when dealing with emerging technologies. If this result is simplified to "banning AI," the opportunity for digital transformation may be missed. Similarly, while infrastructure investment in Eurasia has strategic significance, it is subject to regional geopolitical volatility, and the return on investment and political risks are extremely high. It is not advisable for outsiders to view the development of a single port as a panacea for the Eurasian logistics dilemma.

教育與經濟政策的成效,往往取決於在地化的執行細節與長期的社會調適,而非單一指標的短期波動。

The effectiveness of education and economic policies often depends on localized implementation details and long-term social adaptation, rather than short-term fluctuations in a single indicator.

展望未來,後續觀察重點將聚焦於兩個維度:一是教育體系如何針對AI時代進行課程改革,以平衡數位工具應用與認知能力培養;二是歐亞地區在面對地緣政治壓力下,如何透過標準化與基建合作,建立更具韌性的經濟生態。特別是OECD後續針對生成式AI在不同區域教育環境中的長期追蹤資料,以及亞美尼亞與歐亞各國在推動行政透明化後的具體實績,將成為評估該區域發展動能的關鍵指標。各界應持續關注這些政策在執行層面的動態,以掌握數位與地緣經濟變局下的區域發展走向。

Looking ahead, future observations will focus on two dimensions: first, how educational systems reform curricula for the AI era to balance the application of digital tools with the cultivation of cognitive abilities; and second, how the Eurasian region, under geopolitical pressure, establishes a more resilient economic ecosystem through standardization and infrastructure cooperation. In particular, the OECD's subsequent long-term tracking data on generative AI in different regional educational environments, as well as the concrete results of administrative transparency efforts in Armenia and other Eurasian countries, will become key indicators for assessing the region's development momentum. All parties should continue to monitor the dynamics of these policies at the implementation level to grasp the direction of regional development amidst digital and geo-economic shifts.