Educators might say we are at a point with student use of generative artificial intelligence that resembles the teaching and learning of mathematics once calculators were available for use, which is to say a mix of positives and negatives.
To the extent that traditional exercises, such as writing essays, has been a proxy for testing understanding while arguably improving thinking and writing skills, generative AI poses issues, especially as learning moves away from in-person to online formats.
In principle, generative AI could enhance creativity, but could also reduce originality; improve writing skills or leave them undeveloped; replace thinking skills or sharpen them; allow personalized learning but also possible plagiarism.
A key remaining question is how generative AI affects learning, namely, how humans acquire new skills as they perform tasks. One recent study, for example, involved a thousand students using two generative AI tutors, one that mimics a standard ChatGPT interface (called GPT Base) and one with prompts designed to safeguard learning (called GPT Tutor).
“Consistent with prior work, our results show that access to GPT-4 significantly improves performance (48 percent improvement for GPT Base and 127 percent for GPT Tutor),” the researchers say. “However, we additionally find that when access is subsequently taken away, students actually perform worse than those who never had access (17 percent reduction for GPT Base).”
In other words, the researchers say, “access to GPT-4 can harm educational outcomes.”
“Our results suggest that students attempt to use GPT-4 as a ‘crutch’ during practice problem sessions, and when successful, perform worse on their own,” the study says.
One college professor I spoke with noted that her work had switched almost exclusively to online teaching and online testing formats, which means that GenAI use cannot be prevented.
She noted that GenAI obviously is being used for essays and tests, which does make it harder to assess actual student comprehension of the material, to say nothing of critical thinking, reasoning or writing skills development.
But one way or the other, schools are going to have to cope with GenAI and its impact on teaching methods, learning and assessment.
Ultimately, that all will be reflected in labor force skills as well. But cognitive skills will continue to be vital for some industries and job roles, compared to others.
No comments:
Post a Comment