Enhancing conceptual understanding and critical thinking in elementary science requires meaningful learning experiences supported by appropriate instructional media. Examining the effects of integrating Deep Learning approaches and audiovisual media on students’ conceptual understanding and critical thinking was the primary aim of this study. A quantitative approach with a quasi-experimental matching-only design involved 30 fifth-grade students, comprising 15 students in the experimental group and 15 in the control group. Data were collected using conceptual understanding and critical thinking tests, with reliability coefficients of 0.84 and 0.86, respectively. Data analysis employed ANCOVA and MANCOVA. Results showed that the experimental group obtained higher posttest means in conceptual understanding (91.47) and critical thinking (89.72) than the control group (72.47 and 68.47). ANCOVA indicated significant effects on conceptual understanding, F(1,56) = 86.57, p < 0.01, η²p = 0.59, and critical thinking, F(1,56) = 72.43, p < 0.01, η²p = 0.56. MANCOVA also revealed a significant simultaneous effect, Pillai’s Trace = 0.68, F(2,56) = 58.72, p < 0.01, η²p = 0.68. Overall, integrating Deep Learning approaches with audiovisual media substantially improved both outcomes within the studied context.
Assessment in Arabic language learning as a foreign language (Arabic as a Foreign Language) is currently undergoing a significant paradigm shift. This transformation is influenced by the development of digital technology, the utilization of Artificial Intelligence (AI), and the implementation of the Merdeka Curriculum in Indonesia, which emphasizes flexibility, differentiation, and learning personalization. This article presents a Systematic Literature Review (SLR) aimed at identifying, examining, and synthesizing developments, innovations, methodological approaches, and various challenges in the assessment of the four Arabic language skills, namely listening, speaking, reading, and writing, during the period from 2020 to early 2026. The review employed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) protocol to identify and analyze relevant literature. The findings indicate a shift from conventional evaluation systems based on discrete tests toward the implementation of Technology-Enhanced Assessment (TEA) and more authentic forms of assessment. The literature synthesis reveals several key findings. First, diagnostic assessment, encompassing both cognitive and non-cognitive aspects, plays an important role in designing differentiated learning within the framework of the Merdeka Curriculum. Second, the development of assessment instruments for Arabic language maharah is increasingly oriented toward measuring higher-order thinking skills (Higher Order Thinking Skills/HOTS). Third, the utilization of Generative AI, including ChatGPT, as well as various gamification-based learning platforms, has introduced new approaches to providing faster, more adaptive, and interactive feedback. Based on the synthesis, the effectiveness of modern assessment is not determined solely by the sophistication of the technology employed, but also by the alignment between technology and pedagogical objectives, the transparency of assessment procedures, and its ability to comprehensively represent learners' communicative competence while maintaining the principles of academic integrity.
Slovak Republic has accumulated significant experience in integrating digital technologies into the professional development of educators, and a systematic analysis of this experience could serve as a resource for modernising the Ukrainian system of postgraduate education. The aim of this article is to provide a theoretical analysis, systematisation and classification of digital technologies for professional development of educators in Slovakia and to justify a model for professional development of educators using digital technologies. General scientific methods such as analysis, classification and systematisation of the results of scientific publications, as well as content analysis of strategic and regulatory documents of the EU and the SR, were employed. The article highlights the results of national and international projects implemented at Comenius University in Bratislava, which are aimed at supporting the professional development of teachers in digital environment. Strategic and regulatory documents, project materials, methodological resources and practices developed within the framework of national and international initiatives have been analysed, with particular attention paid to the DiTEdu project and the digital professional development of educators. Based on the systematisation and comparative analysis of the identified practices, an original structural-functional model of professional development for educators using digital technologies has been developed, and a classification of the main types of digital tools used in the Slovak context has been proposed. The findings have made it possible to identify the key organisational, pedagogical and technological conditions for effective digital professional development, in particular personalised learning, blended formats, professional networking, learning using artificial intelligence, the development of digital competence and ongoing methodological support. Recommendations are proposed at the national, institutional and individual levels for Ukrainian postgraduate education regarding the implementation of the Slovak experience in the using of digital technologies in the professional development of educators.
The emergence of generative artificial intelligence (Generative AI), such as ChatGPT, has brought significant changes to higher education, including Arabic language learning for non-native speakers (Arabic as a Foreign Language). Writing skills (Maharah al-Kitabah) are considered a relatively complex productive skill. Learners are required not only to master word formation (Sarf) and Arabic grammar (Nahwu), but also to organize ideas coherently and logically. This article employs a Systematic Literature Review (SLR) approach based on the PRISMA 2020 standards to map the use of ChatGPT in Arabic writing, examine the reliability of AI in Arabic grammar, and identify research gaps that remain underexplored. The review findings indicate that ChatGPT can serve as a useful writing partner (human-AI co-writer), particularly for generating ideas, enriching vocabulary, and correcting basic grammatical errors. However, AI still frequently produces errors or “hallucinations” when dealing with morphologically complex words, variations in Arabic dialects, and unvocalized texts. As a result, AI-generated writing may appear linguistically polished on the surface while containing grammatical inaccuracies. Furthermore, excessive reliance on AI may pose risks to academic integrity, while AI detection tools themselves often produce inaccurate results when identifying Arabic-language texts (false positives). This review also finds that existing research remains overly focused on English, tends to examine only the final writing outcomes without investigating students’ cognitive processes, and has paid limited attention to AI models specifically developed for the Arab region, such as ALLaM and Jais. Therefore, the approach to AI-assisted learning needs to shift from merely using AI toward purposeful and reflective utilization through frameworks such as the Spiral Learning Model and Genre-Based Pedagogy, so that AI functions as a scaffold without diminishing students’ autonomy and critical thinking.
Higher military educational institutions operating under dispersed learning conditions require effective digital approaches that support both professional training and foreign language development. Accordingly, this study examines the effectiveness of integrating interactive technologies and the Content and Language Integrated Learning (CLIL) approach into physics instruction through the use of Moodle, Google Meet, Google Forms, multimedia presentations, bilingual instructional materials, and video-based laboratory demonstrations. Modern military specialists require not only strong engineering knowledge but also the ability to use English-language technical resources throughout their professional careers. Consequently, physics instruction should integrate subject-specific content with foreign language development from the earliest stages of military education. English language proficiency plays a significant role in physics instruction, since much technical documentation, device manuals, scientific articles, and materials on military technology are provided in English. Considering this, applying the CLIL approach, which enables simultaneous acquisition of physics content and professional English terminology, is well justified. The research employed a quasi-experimental design supported by classroom observation, and comparative analysis. The study involved 69 first-year cadets, divided into an experimental and a control group. The experimental group was taught using a combination of interactive technologies, digital tools, and CLIL elements integrated into lectures, practical sessions, and laboratory work. The experimental group achieved a higher mean score (M = 73.79) than the control group (M = 57.85), indicating the positive impact of integrating interactive technologies and CLIL elements into physics instruction. The study confirms that integrating interactive technologies and CLIL enhances the effectiveness of physics instruction in dispersed learning environments and contributes to the development of both professional and language competencies required for modern military specialists.
This study examined technological self-efficacy and classroom technology use among early childhood teachers at Cabangahan Elementary School, Siaton, Negros Oriental. Employing a quantitative descriptive-correlational design, the researchers collected self-reported data from five teachers using an expert-reviewed, Google Forms questionnaire. Descriptive frequencies, percentages, and five-point weighted means were used to characterize teachers’ profiles, basic technology skills, confidence in pedagogical integration, troubleshooting ability, frequency of technology use, diversity of digital tools, and perceived effects on children’s learning and engagement. The reported mean scores were 4.56 for basic technology skills, 4.56 for pedagogical integration, and 4.52 for technical troubleshooting, all interpreted as highly confident. Classroom technology use was rated 4.60 for frequency, 4.16 for diversity of tools, and 4.76 for perceived learning engagement. The study reported a very strong positive Pearson correlation between self-efficacy and classroom technology implementation (r = .94); no corresponding significance test was provided. Results suggest that the participating teachers perceived themselves as technologically capable and frequent users of digital resources, although the range of tools used was comparatively limited. The proposed action plan prioritizes device access, technical support, targeted professional learning, and classroom monitoring. Given the five-person, single-school sample and reliance on self-report, the findings should be interpreted as local descriptive evidence, not as proof of causal effects on children’s outcomes.
ABSTRACT This study examined differences in sixth-grade students’ conceptual understanding and critical thinking between Problem-Based Learning (PBL) supported by an Augmented Reality (AR)-Based Book and conventional instruction in Solar System learning. A quantitative quasi-experimental study employing a nonequivalent pretest–posttest control group design involved 35 students from two elementary schools in Blora, Indonesia, comprising 17 experimental and 18 control participants. The intervention was implemented across three instructional sessions. Data were collected using validated essay-based assessments and analyzed through analysis of covariance (ANCOVA) and multivariate analysis of covariance (MANCOVA), controlling for pretest performance. The experimental group achieved higher posttest means in conceptual understanding (86.71 vs. 72.67) and critical thinking (85.82 vs. 70.17). ANCOVA revealed significant adjusted between-group differences in conceptual understanding (mean difference = 13.87, 95% CI [11.45, 16.29], p < .001) and critical thinking (mean difference = 15.38, 95% CI [12.19, 18.57], p < .001). MANCOVA confirmed a significant multivariate difference (Pillai’s Trace = .862, F(2, 30) = 95.34, p < .001). These findings suggest that integrating AR-supported visualization within structured problem-based inquiry may support conceptual learning and evidence-based reasoning. Nevertheless, the small sample, nonrandom allocation, and school- and teacher-level confounding preclude definitive causal conclusions. Larger multisite and factorial studies are recommended.
The professional reintegration of veterans is a major challenge for Ukraine’s post-war recovery and requires vocational education aligned with labour market needs. The tourism and hospitality industry offers employment opportunities, but transition to civilian work requires sector-specific knowledge, digital competence, communication, teamwork, decision-making and adaptability. The study aims to develop and theoretically substantiate a conceptual model for integrating interactive digital learning technologies into veterans’ vocational education for employment in the tourism and hospitality industry. The methodology combines secondary analysis of a sociological survey conducted by the Ukrainian Veterans Fund and the Rating Sociological Group in December 2025 among 240 respondents, competency mapping and a systematic literature review. The analysis identified transferable military competencies, including discipline, teamwork under pressure, logistical planning and decision-making in dynamic situations. It also revealed gaps in customer orientation, digital literacy and personalised service. The proposed model links veterans’ competencies and educational needs with labour market requirements through interactive technologies, including problem-based, case-based, simulation-based and scenario-based learning, microlearning, the flipped classroom, Learning Management Systems, Virtual Reality, Augmented Reality and Geographic Information Systems. The model provides a framework for translating military experience into civilian professional competencies and supports vocational programmes for veterans seeking employment in the tourism and hospitality industry. Its application may strengthen employability, facilitate social reintegration and contribute to Ukraine’s post-war recovery. Further research should validate the model through implementation and evaluation.
In the contemporary context, there is an increasing demand for learning strategies that enable students to develop competencies as well as effectively apply theoretical knowledge in practice. Consequently, the need to adopt Active Methodologies has become more evident. Among the available options are the Open Digital Learning Pathways for Neolearning (TDAN), which focus on the education of young adults and professional learners, aiming to empower them to transfer acquired learning to their current and/or future professional practices. To design these pathways, instructors may draw upon the guidelines provided by the NeoPath Thinking Conceptual Framework, which offers support for the development of TDAN. However, it is important to understand how higher education instructors perceive this strategy, as well as their views regarding the potential of TDAN for learning in university settings. Therefore, the objective of this study is to understand the potential contributions and challenges associated with the application of NeoPath Thinking in the design and implementation of Open Digital Learning Pathways for Neolearning, from the perspective of higher education instructors. Through a questionnaire administered to 86 professors from different fields of knowledge, whose responses were analyzed using Discursive Textual Analysis, it was found that NeoPath Thinking serves as a valuable support resource for educators in planning, implementing, and evaluating teaching-learning processes. Furthermore, the Framework and the TDAN enable both teachers and students to experience learning and develop competencies that are essential in contemporary society.
The landscape of foreign language education, particularly Arabic language instruction, is currently undergoing a fundamental transformation driven by the emergence of Generative Artificial Intelligence (GenAI) and Large Language Models (LLMs). This Systematic Literature Review evaluates recent developments in the integration of GenAI into the Arabic language learning ecosystem, encompassing trends in the evolution of language models, pedagogical effectiveness, the utilization of automated assessment systems, as well as the linguistic and cultural challenges involved. Through a thematic synthesis of empirical and theoretical literature published between 2019 and 2026, this review confirms that GenAI significantly enhances learner engagement, instructional personalization, and language skill acquisition, particularly in vocabulary mastery and reading comprehension. These improvements are driven by the adoption of general-purpose models such as ChatGPT, as well as leading Arabic-centric models such as JAIS and ALLaM. Nevertheless, this innovative integration encounters the inherent structural complexity of the Arabic language. Generative models frequently experience technical limitations in handling syntactic rules (nahwu), morphology (shorof), diacritic disambiguation, and regional dialect variations, as evidenced by performance gaps in linguistic benchmarks such as AraLingBench and AlGhafa. Furthermore, this review discusses rapid advances in trait-based Automated Essay Scoring (AES) supported by precise prompt engineering. Based on these findings, the study concludes that although GenAI has significant potential to bring positive disruption, its successful implementation depends heavily on pedagogical readiness, digital literacy, the application of Human-in-the-Loop (HITL) collaboration, and the development of ethical frameworks aligned with the epistemology of Islamic higher education.
The integration of technology into elementary education has enabled teachers to design more engaging and interactive learning media. This study developed Canva-assisted interactive animated video media for teaching the water cycle in elementary integrated science and evaluated its validity and practicality. A Research and Development (R&D) approach was employed, utilizing the ADDIE model, which consists of five stages: Analysis, Design, Development, Implementation, and Evaluation. Data collection involved expert validation questionnaires, student response questionnaires, and teacher response questionnaires. The media was assessed by two media experts and three subject-matter experts. Results showed that the interactive animated video media achieved validity scores of 95% from media experts and 94% from subject-matter experts, both categorized as very valid. During implementation, 30 fifth-grade students and one classroom teacher participated. Practicality evaluation indicated positive responses, with student and teacher response scores of 87% and 97%, respectively, both classified as very practical. These findings indicate that the developed media is user-friendly for both teachers and students, enhances students’ attention, enthusiasm, and active participation in classroom learning, and supports visualization of the abstract concept of the water cycle. Thus, Canva-assisted interactive animated video media constitutes a valid and practical learning resource for elementary integrated science instruction.
Digital technology is increasingly being incorporated into higher education, creating new ways to teach and interact with students. However, technology alone does not necessarily enhance student engagement. This study investigates the effects of four Technology-Integrated Curriculum dimensions on Student Engagement. A quantitative research design was adopted. A survey questionnaire was completed by 388 hinger education students from Shandong Province in China. The four dimensions studied were Balance of Curriculum, Technology, and Pedagogy; Content Knowledge and Supports Meaningful Learning; Enables Differentiated Instruction; and Encourages Innovation. Data analysis using descriptive and inferential statistical techniques. The results showed significant positive effects of all four study dimensions on Student Engagement (p < .001). Enables Differentiated Instruction demonstrated the strongest effect (? = .430, t = 12.358), followed by Balance of Curriculum, Technology, and Pedagogy (? = .408, t = 13.934), Encourages Innovation (? = .406, t = 12.237), and Content Knowledge and Supports Meaningful Learning (? = .364, t = 11.326). All four alternative hypotheses (Ha1–Ha4) were supported. The findings reveal the significance of the integration of technology with appropriate pedagogy and curriculum rather than regarding technology as an independent educational medium. This study, therefore, provides empirical evidence of how technology-integrated curriculum influences Student Engagement within the context of Chinese higher education. More importantly, higher education institutions should focus more on strengthening technology-supported differentiated instruction and fostering meaningful learning, pedagogical alignment, and innovation in the Technology-Integrated Curriculum for future studies. Future studies should examine the relationships between various entities with diverse configurations.
This study examined the use of digitized game-based learning activities to support Grade 7 students’ interest and mathematics achievement at Demetrio L. Alviola National High School, Bindoy, Negros Oriental, during school year 2025–2026. A quantitative quasi-experimental pretest–posttest design with a survey component involved 120 learners, consisting of 60 in the control group and 60 in the experimental group. The control group received conventional mathematics instruction, while the experimental group participated in a four-week digitized game-based approach. A 48-item competency test, an adapted 20-item mathematics-interest questionnaire, and a learning-style inventory informed data collection. Frequency, percentage, mean percentage scores, descriptive statistics, Wilcoxon tests, and Mann–Whitney U tests were used for analysis. The experimental group’s overall mathematics mean percentage score increased from 70.11% to 79.13%, compared with 68.20% to 74.55% in the control group. The experimental group’s composite interest rating rose from 3.33 (moderate) to 3.86 (high), with significant pre–post differences reported across all four interest dimensions. However, the between-group difference in learning gains was significant only for the bar-models-and-equations competency (p = .021); the other three competencies showed no significant between-group differences. The reported interest–competence association was nonsignificant (p = .875). The findings support digitized game-based activities as a supplementary strategy for improving students’ mathematics interest, while indicating more limited evidence of advantages in achievement across all targeted competencies.
This study aimed to develop and evaluate a Problem-Based Wordwall Edugame instructional package for sixth-grade Science and Social Studies (IPAS) and examine its association with students’ critical-thinking performance. Using a research-and-development approach guided by the ADDIE model, the study incorporated a quasi-experimental pretest–posttest comparison involving all 30 sixth-grade students at SDN 3 Sendangrejo, Indonesia, assigned by pretest scores to experimental (n = 15) and control (n = 15) groups. Data were collected through expert-validation sheets, classroom observations, teacher and student response questionnaires, and critical-thinking tests, and analyzed using descriptive statistics, assumption tests, paired- and independent-samples t-tests, and normalized gains. Expert validation yielded 87% for content, 89% for media, and 88% for learning devices; implementation reached 92.76%, and teacher and student responses each reached 93%. Mean critical-thinking scores increased from 56.80 to 89.87 in the experimental group and from 53.73 to 68.87 in the control group; normalized gains were 0.77 and 0.33, respectively. The posttest group difference was significant, t(28) = 12.73, p < .001. These findings are consistent with constructivist and problem-based learning research and suggest that pedagogically integrated gamification can support critical-thinking development. However, the single-school sample, nonrandom group allocation, and combined intervention limit causal inference and generalizability; larger controlled studies should test individual components and longer-term effects.
Stress arising from academic, professional and financial demands is common among students and young professionals, and the coping methods within easiest reach, such as listening to music, do not always suffice. This paper presents a survey-driven design for a virtual reality (VR) gadget that combines selectable immersive natural environments, environment-matched sound therapy and heart-rate biofeedback for short relaxation sessions. An online questionnaire completed by 24 respondents, mostly college students, supplies the user requirements. Among those who answer the relevant items, 65.2% report daily stress, 73.9% name academic or job pressure as the main cause, and 47.8% state that a busy schedule prevents regular yoga or meditation. Music is the most common coping method (63.6%). Asked about a 10–15 minute VR relaxation session described as free of side effects, 83.3% answer “yes, definitely” and 8.3% answer “maybe” if the price is under Rs. 5000. The findings yield design requirements, a system architecture, a session workflow and a protocol for comparing the gadget with guided breathing, meditation and relaxing music. That comparison is planned, not yet carried out: the prototype has not been tested with users, and the paper makes no claim of clinical effectiveness.
Speaking is an essential skill in English as a Foreign Language (EFL) learning. However, many EFL students experience difficulties in developing speaking proficiency due to limited opportunities for oral practice, speaking anxiety, low confidence, and insufficient interaction. Although previous studies have examined Digital Game-Based Learning (DGBL) in English language education, their findings are distributed across different platforms, learning contexts, and outcomes. Therefore, a systematic review is needed to provide a broader understanding of how DGBL contributes to EFL speaking development and how different platforms support this process. This study aims to examine the effects of DGBL on EFL students' speaking skills and identify the digital platforms used in speaking instruction. A Systematic Literature Review (SLR) was conducted by analyzing 20 selected studies through a systematic selection process based on predetermined inclusion and exclusion criteria. The findings indicate that DGBL can support speaking development by providing opportunities for oral practice, increasing motivation and participation, strengthening confidence, and reducing speaking anxiety. The review also identifies Kahoot!, Quizizz, Wordwall, Duolingo, mobile game-based applications, and other digital game environments as platforms used in EFL learning.
Chemistry teaching is still based on traditional methods of memorization and repetition, a consequence of students' difficulty in understanding chemical models when contextualized pedagogical strategies are not employed. In this context, digital games emerge as a promising alternative to make teaching more dynamic, interactive, and accessible. This qualitative study aimed to analyze how digital games are perceived and used by undergraduate chemistry students during their training, understanding how this knowledge is articulated with academic productions on the subject. The research was conducted through a bibliographic survey, with a time frame from 2014 to 2024, using the Digital Library of Theses and Dissertations as a database. Additionally, a questionnaire was applied to 72 students of the Chemistry undergraduate course at a Federal University in the Northeast region of Brazil to understand their perceptions of digital games in the educational context. The results indicate that 98.6% of the students recognize the potential of digital games in chemistry learning. According to this result, 69.4% have already used these cultural artifacts to learn chemical concepts, which justifies 79.2% of respondents feeling familiar with this technology, emphasizing the emergence of a more connected society. Conversely, a significant lack of training on the use of Digital Games was identified, due to the absence of subjects addressing this topic in the curricula of Chemistry undergraduate courses that adhere to the Unified Selection System. It is concluded that this study highlights how Digital Games can significantly contribute to improving Chemistry teaching, provided there is adequate teacher training. Thus, it is essential that undergraduate courses include the pedagogical use of Digital Games in their curricula, promoting an educational practice aligned with contemporary demands and available technological possibilities.
Discourse competence plays a crucial role in preparing English as Second Language (ESL) learners to produce coherent and cohesive communication. Nevertheless, the effective use of cohesive devices remains a challenge for many ESL learners, hindering their ability to produce coherent and meaningful discourse. To address this issue, the Case of the Lost Linkers Digital Educational Escape Room (DEER) was developed as a gamified learning tool to support the development of discourse competence. This study aimed to investigate ESL learners’ acceptance of the DEER game using the Technology Acceptance Model (TAM). A quantitative survey design was employed involving 151 ESL learners from a Malaysian public university. Data were collected using a five-section questionnaire consisting of demographic information and four TAM constructs: perceived usefulness, perceived ease of use, attitude toward use, and behavioural intention to use. Descriptive analysis revealed high levels of acceptance across all constructs. Learners perceived the DEER game as useful, user-friendly, enjoyable, and effective for learning linkers and cohesive devices. They also expressed strong intentions to continue using and recommending the game. The findings suggest that DEER has considerable potential as an engaging and learner-centred tool for supporting discourse competence development in ESL contexts.
Student diversity poses a continuing challenge in higher education, particularly when common learning objectives must be maintained while providing flexibility in learning resources, activities, interaction, support, and assessment. This study examined students’ perceptions and acceptance of digitally supported differentiated learning in Information Technology Education. A quantitative cross-sectional descriptive survey was conducted with 35 students at Universitas Lampung, Indonesia, after the learning experience. Data were collected using a 31-item questionnaire rated on a four-point Likert scale, with reported high internal consistency (Cronbach’s α = 0.985), and were analyzed using means, standard deviations, and normalized mean scores. Students rated the five implementation dimensions favorably (M = 3.28, 81.88%). Digital pedagogical design received the highest rating (M = 3.34, 83.45%), whereas product and assessment differentiation received the lowest (M = 3.18, 79.57%). Technology-supported collaboration was the highest-rated individual item (M = 3.49, 87.14%), whereas choices in presentation formats and the timeliness of digital feedback received lower ratings. The secondary acceptance summary was similarly favorable (M = 3.31, 82.74%), with increased learning motivation receiving the highest rating. These findings identify digital support and collaboration as perceived strengths of the learning design, while flexibility in student products and the timeliness of feedback warrant further attention. Given the single-cohort, post-only design and absence of objective learning-outcome measures, the findings should be interpreted as context-specific evidence of students’ perceptions of implementation rather than evidence of causal effects on learning.
Digital technologies can expand opportunities for language practice, feedback, and access to learning materials, but their educational value depends on how they are integrated into instruction. This conceptual article draws on a selective narrative review to examine automatic speech recognition, conversational agents, machine translation, and virtual environments in language learning. It distinguishes the functions of these technologies from the learning outcomes that teachers must evaluate. The discussion identifies opportunities for pronunciation practice, sustained interaction, reflective revision, and contextualized communication, alongside problems involving unreliable feedback, cognitive demands, unequal access, and personal data. Alpha School is considered briefly as an institutional illustration of adaptive learning and human guidance, rather than as evidence of foreign-language learning effectiveness. Four proposed classroom applications show how teachers can connect digital activity to observable language performance. The article argues that responsible integration requires clear learning objectives, appropriate scaffolding, human review of feedback, and opportunities to demonstrate learning beyond the original tool. Its contribution is a practical framework for evaluating instructional use; the proposed applications require subsequent classroom investigation.
