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A tweet listing top 15 educational robotics platforms, ranging from beginner modular kits like mBot to advanced open-source robots and simulation frameworks like ROS 2 and Gazebo.
A beginner electronics roadmap from a maker who went from not knowing how to light an LED to building rovers and winning hackathons. It covers understanding circuits, using an Arduino, and building real projects.
A discussion about whether AI will transform academia as profoundly as computers did, with the author questioning a professor's skepticism.
The paper introduces LaTA, an open-source, FERPA-compliant local LLM autograder for upper-division STEM courses that runs on-premises hardware. It reports successful deployment at Oregon State University with improved student performance and high grading accuracy.
This paper introduces the EDU-CIRCUIT-HW dataset for evaluating multimodal large language models on real-world university-level STEM handwritten solutions, revealing significant recognition limitations and proposing a hybrid approach that combines automated recognition with minimal human oversight to enhance grading robustness.