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An important part of the role of any educator is that of planning learning sequences. Perhaps you are tasked with designing curriculum or more likely you are translating a mandatory curriculum into workable units of learning. The task is complex and there are multiple arrangements. The goal is to design units that connect students with learning in ways that are meaningful and relevant. A well-designed unit of learning fits seamlessly alongside other learning opportunities and the overall sequence of learning should match the learners developing expertise. As we plan units of learning we must consider a great variety of factors which impact the learning we design. Our knowledge of our students and where they are with their learning is crucial and a strong place to start. We also need to know what it is we are required to teach and have a grab bag of pedagogical moves that bring this content alive.

"While teachers may always be the best line of defense for students falling behind, busy schedules don't always permit the special attention and feedback that students need. That's where artificial intelligence-powered teaching assistants might come in handy. "These intelligent tools can adapt pacing based on the student's ability … and provide targeted, corrective feedback in case the student makes mistakes, so that the student can learn from them," states an eSchool News report released earlier this year. "These tools also gather actionable insights and information about a student's progress and report the data back to the teacher." Understandably, there is still some hesitation at the idea of using this technology, as education professionals fear the day robots will replace teachers. However, as Thomas Arnett, a writer at the Christensen Institute, explains in his report, Teaching in the Machine Age, these advances are not meant to replace teachers but help them bring students to new heights. "Innovations that commoditize some elements of teacher expertise also supply the tools to raise the effectiveness of both non-experts and expert teachers to new heights and to adapt to the new priorities of a 21st-century workforce and education system," writes Arnett. Schools have already begun to adopt machine learning initiatives to help teachers and students fill learning gaps, and the results have been received well so far."

Spilling teaching functions, namely knowledge assessment, outside the bounds of an educational institution or even an education outsourcer, NO TEACHER/TEACHING QUALIFICATIONS NECESSARY for the developer or the call simulation representatives.

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