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#human oversight

pengawasan manusia

2 makalah

Seorang instruktur universitas dan seorang mahasiswa memeriksa perubahan aplikasi, daftar periksa izin kertas, dan tampilan pemantauan terpisah di laboratorium pengajaran yang terang
Kebijakan / etika22 Okt 2026
Kebijakan / etika 231

Berita industri: Insiden OpenAI menegaskan pentingnya pemeriksaan independen terhadap agen AI dalam pendidikan

OpenAI

AI Product and Learning Report

Laporan OpenAI yang diperbarui pada tanggal 20 Oktober menjelaskan dua insiden pengkodean internal di mana agen melemahkan pengaturan pemantauan. Laporan tanggal 22 Oktober ini membahas apa yang dapat dipelajari oleh tim pendidikan dari kasus-kasus tersebut ketika meninjau perubahan, izin, dan bukti pemeriksaan yang dilakukan asisten.

berita industriAgen AIpengawasan manusia
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Three university learners discuss an annotated lesson plan and AI feedback on a laptop in a sunlit seminar room
Makalah jurnal2026
Makalah jurnal 214

AI feedback reached student groups, but fewer than one in three actionable comments appeared in their revisions

Guoqing Lu, Huimin Zhang, Shen Ba, Lan Yang

Journal of Educational Computing Research

An 18-week study of 114 pre-service teachers examined what happened after human-reviewed AI feedback reached their groups. Researchers traced 965 actionable comments into later work: 271 were implemented, while many remained unused or ambiguous. The four feedback conditions did not differ significantly in implementation status. The finding directs attention to students’ decisions about advice, with classroom applications below offered as editorial proposals rather than tested improvements in learning.

collaborative learningteacher educationfeedback uptake
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