AI vs Collective Intelligence Excellent Educator, Volume: 3, Issue: 1, Page: 3 Summary Academic Insights Apply This Now Add This in Your Lesson Map how ideas emerge in a group before and after AI involvement. Avoid This Mistake Framing AI as a replacement for human intelligence rather than a collective amplifier. Keywords Collective intelligence; AI […]
Hybrid Intelligence in Education Excellent Educator, Volume: 3, Issue: 1, Page: 2 Summary Academic Insights Apply This Now Add This in Your Lesson Have students compare their reasoning vs AI reasoning, identifying where human judgment adds value. Avoid This Mistake Treating AI-generated text as evidence of understanding. Keywords Hybrid intelligence; Learning analytics; Human cognition; Generative
Who Uses AI for Homework? Excellent Educator, Volume: 3, Issue: 1, Page: 1 Summary Academic Insights Apply This Now Add This in Your Lesson Ask students to submit a short process note explaining how ideas evolved from outline to final draft. Avoid This Mistake Assuming AI homework use reflects laziness—attitudes, confidence, and task design play
Student Misuse of Generative AI Excellent Educator, Volume: 2, Issue: 24, Page: 4 Summary of Reiter et al (2025) Academic Insights Apply This Now Add This in Your Lesson Require every AI-assisted answer to include a fact-check annotation (“verified from…”). Avoid This Mistake Assuming students misuse AI because they are malicious—most misuse arises from unclear
AI, Challenges & Mental Health Excellent Educator, Volume: 2, Issue: 24, Page: 5 Summary of Delello et al (2025) Academic Insights Apply This Now Add This in Your Lesson Ask students to critique an AI-generated explanation for correctness, bias, and clarity. Avoid This Mistake Letting AI replace interpersonal interaction—leading to reduced student–teacher connection. Source/Citation Delello,
AI in the L2 Classroom Excellent Educator, Volume: 2, Issue: 24, Page: 6 Summary of Dakakni & Safa (2023) Academic Insights Apply This Now Add This in Your Lesson Ask students to critique an AI-generated paragraph for Accuracy, coherence, bias or stereotyping, missing reasoning. This builds higher-order thinking and reduces over-reliance on AI-generated writing. Avoid
Students’ Perceptions of AI-Giarism Excellent Educator, Volume: 2, Issue: 24, Page: 3 Summary of Chan (2024) Academic Insights Apply This Now Add This in Your Lesson Have students rewrite an AI-generated paragraph and cite the AI correctly. Avoid This Mistake Believing students can intuitively tell the difference between acceptable AI use and misconduct. Source/Citation Chan,
Academic AI Use Profiles Excellent Educator, Volume: 2, Issue: 24, Page: 1 Summary of Athar (2025) Academic Insights Apply This Now Add This in Your Lesson Use an “AI decision log” where students record: What AI did, what they did, what they verified. Avoid This Mistake Treating all AI use as the same — constructive
