Education / Training
AI takes on preparation and grading; the teacher retains transmission, relationship, and rigor. Personalization finally becomes possible at the class level.
Augmented Instructional Designer
The production of courses goes from weeks to days, content becomes multimodal without a studio, learning analytics guide iteration.
Claude for design, authoring tools with AI, generated video, learning analytics.
1. Start from observable competencies and build the evaluation first. 2. Produce multimodal content with generative tools. 3. Analyze learning data and iterate on weak modules.
Test each course on real learners before deployment: usage data corrects theory.
Augmented Teacher
Preparation is halved or tripled, content is differentiated by student level, correction is assisted. Time saved goes to the class and students who need it.
Claude/ChatGPT for preparation, differentiated exercise generators, assisted correction.
1. Prepare sequences with AI: objectives, activities, differentiation by profile. 2. Generate exercises at three levels for the same concept. 3. Correct with assistance and teach students the proper use of AI.
Evaluate reasoning more than results: in the age of AI, the process is what is graded.
Augmented Professional Trainer
Paths are customized for each client, practical cases are generated in the real context of participants, evaluation becomes continuous.
Claude for engineering and cases, LMS, quiz and support generators.
1. Design each session based on the real situations of participants. 2. Generate practical cases in their vocabulary and context. 3. Evaluate in situ with immediate assisted feedback.
Facilitation and group energy remain the profession: generated content serves pedagogy, not the other way around.
Augmented Career Advisor
The mapping of jobs and training stays up to date effortlessly, each interview is prepared with a complete file, options are documented for the individual.
Job and training databases, Claude for personalized summaries, interest tests.
1. Prepare each interview: background, results, initial documented options. 2. Explore jobs with the individual using up-to-date fact sheets. 3. Provide a personalized written summary with next steps.
Career guidance is a human journey: the tool illuminates options, listening reveals the project.
Where to start
Differentiated preparation of the same sequence at three levels: pedagogical gains are visible from the first class.
Typical gains
Preparation halved; differentiation finally feasible; accelerated grading with richer feedback.
Mistake to avoid
Prohibiting AI for students instead of teaching it. They are already using it; the school's role is to teach them to use it rigorously.