#cognitive-engagement News & Analysis

3 articles tagged with #cognitive-engagement. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · May 96/10

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Prober.ai: Gated Inquiry-Based Feedback via LLM-Constrained Personas for Argumentative Writing Development

Prober.ai is an LLM-powered web-based writing environment that uses constrained AI personas and gated feedback mechanisms to improve argumentative writing through inquiry-based questioning rather than text generation. The system addresses cognitive outsourcing in education by forcing student reflection before revealing revision suggestions, grounded in Toulmin's argumentation theory and peer feedback research.

🧠 Gemini

AIBearisharXiv – CS AI · Mar 176/10

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I'm Not Reading All of That: Understanding Software Engineers' Level of Cognitive Engagement with Agentic Coding Assistants

A research study reveals that software engineers' cognitive engagement consistently declines when working with agentic AI coding assistants, raising concerns about over-reliance and reduced critical thinking. The study found that current AI assistants provide limited support for reflection and verification, identifying design opportunities to promote deeper thinking in AI-assisted programming.

AINeutralarXiv – CS AI · Apr 65/10

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Comparing the Impact of Pedagogy-Informed Custom and General-Purpose GAI Chatbots on Students' Science Problem-Solving Processes and Performance Using Heterogeneous Interaction Network Analysis

Researchers compared custom pedagogy-informed AI chatbots with general-purpose chatbots like ChatGPT for science education, finding that custom chatbots using Socratic questioning methods increased student cognitive engagement and reduced cognitive offloading. The study analyzed 3,297 student-chatbot dialogues from 48 secondary school students, showing higher interaction intensity with custom chatbots despite similar problem-solving performance outcomes.

🧠 ChatGPT