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Executive Guide

Research Summary: Neither Luddite nor enthusiast: interpreting teachers’ AI use in teaching

Original authors
Attribution requires verification
Original source
Frontiers in Education
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
14 August 2026
Last updated
21 September 2026
Reading time
1 min
Publication type
Executive Guide
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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A study among 156 Chinese English interpreting teachers reveals their nuanced perspectives on Artificial Intelligence (AI) integration in interpreter training. While recognizing AI's growing presence, educators are neither outright resistant nor fully enthusiastic, demonstrating varying levels of readiness, reported use, critical evaluation, and perceived usefulness of AI-enabled tools in their pedagogical practices. This research fills a gap by focusing on teacher perspectives, which are crucial for shaping future educational norms and curriculum development.

Why it matters

Understanding the perspectives of educators is crucial for the effective integration of emerging technologies like AI into professional training programs. These insights can inform strategic planning for technology adoption, curriculum design, and professional development to ensure that educational institutions remain relevant and competitive in a rapidly evolving technological landscape. This is vital for maintaining the quality and future-readiness of skilled professionals.

Key insights

  • The study investigates Chinese English interpreting teachers' positions on AI's role in interpreter training, moving beyond previous research focused on students, tools, and curriculum.
  • A survey of 156 interpreting teachers in Master of Translation and Interpreting (MTI) programs was conducted.
  • Multiple dimensions of AI orientation were examined, including teacher readiness, AI evaluative literacy, reported use of AI-enabled tools, and critical evaluation practices.
  • Teachers' perceived usefulness of AI and their future intentions regarding its integration were also assessed.
  • The findings indicate that teachers adopt a balanced, 'neither Luddite nor enthusiast' approach to AI, suggesting a complex interaction with new technologies.

Source

Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1883017

Citation

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Verification ID
ASA-EXG-2026-00269
Version
v1.0 · r0
Issued
14 August 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
Neither Luddite nor enthusiast: interpreting teachers’ AI use in teaching
Original authors
Attribution requires verification
Original source
Frontiers in Education
Provenance status
Attribution requires verification
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Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.

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