FAD131 - Generative AI: What New Opportunities for Training?

Artificial Intelligence in Professional Training: A Pedagogical Revolution


Scene 1: Introduction to AI in Professional Training
In this video, we will first explore the benefits of artificial intelligence in professional training. We'll look at how AI personalizes learning paths, improves progress tracking, and optimizes learner engagement. Next, we’ll see a practical example of its application.

Scene 2: Transforming Learning with AI
Artificial intelligence transforms professional training by making learning more flexible and tailored to individual needs. AI-based methods and tools meet modern challenges by increasing personalization, enhancing knowledge retention, and optimizing pathways for each learner.

Scene 3: Personalizing Learning Paths
AI analyzes users' learning behaviors and tailors paths based on individual strengths and weaknesses. In training, this means each employee benefits from a personalized pathway that directly addresses their gaps or strengthens their skills. For example, AI-powered e-learning platforms can identify areas where a learner needs more support and suggest complementary exercises or modules.

Scene 4: Tracking Progress and Immediate Feedback
AI enables continuous tracking of learners’ progress and provides immediate feedback. By analyzing responses and interactions, AI detects recurring errors and suggests tailored exercises. Trainers can focus on quality, personalized teaching while leaving repetitive evaluation tasks to AI tools. This process provides learners with quick feedback, fostering steady progress.

Scene 5: Immersive Environments for Practical Learning
AI technologies enable the creation of immersive environments, such as virtual reality, to practice complex skills. For example, in project management training, simulations can recreate crises where learners must respond in real-time. These immersive experiences allow employees to acquire practical skills in a risk-free, controlled environment, increasing information retention and confidence in applying their knowledge in real situations.

Scene 6: Intelligent Gamification for Enhanced Engagement
AI-integrated gamification makes training more engaging. By adjusting the difficulty level of challenges or offering virtual rewards based on progress, AI motivates learners to participate actively. This not only increases engagement but also strengthens skills acquisition. AI tools can also personalize the gamified experience to provide each user with a unique, stimulating experience.

Scene 7: Summary: Toward More Dynamic and Effective Learning
In summary, AI redefines professional learning by making it more interactive, personalized, and immersive. It addresses current needs for flexibility and efficiency by providing learners with pathways suited to their skill levels. Integrating AI in professional training marks a significant advance toward more dynamic and efficient learning for companies and employees.

Scene 8: Example of AI Tools for Creating Educational Content
This video is a concrete example of using AI tools to generate educational content through a multi-step process.

Scene 9: Step 1: Summarizing Documents with ChatGPT
Step 1: We started by summarizing documents with ChatGPT to extract essential information on AI applications in training.

Scene 10: Step 2: Creating an Optimized Prompt with ChatGPT
Step 2: Next, we created an optimized prompt with ChatGPT to structure content effectively and make it accessible.

Scene 11: Step 3: Generating the Educational Script
Step 3: Using this prompt, we generated a clear and concise script.

Scene 12: Step 4: Converting Text to Realistic Voice with ElevenLabs
Step 4: The final text was converted into voice using the tool elevenlabs.io, which enables recording a realistic human voice.

Scene 13: Step 5: Creating Audio Files for Each Script Section
Step 5: For each part of the script, we generated separate audio files.

Scene 14: Step 6: Building Scenes with Pictory.ai
Step 6: With Pictory.ai, we built the video scenes by selecting images and animations matching the script's themes.

Scene 15: Step 7: Integrating Audio for Visual and Sound Coherence
Step 7: Audio files were integrated into the scenes for seamless presentation.

Scene 16: Step 8: Final Adjustments for a Smooth Presentation
Step 8: Finally, we adjusted and finalized the video on Pictory.ai to ensure a smooth presentation.

Scene 17: Conclusion: The Power of AI in Creating Educational Content
This result demonstrates the power of AI to create multimedia content, facilitating the production of instructive videos for the general public.

Scene 18: This video was created by Mohamed EL AFRIT and his AI assistants as part of the digital practices in pedagogy training at the Conservatoire national des arts et métiers.