AI Education, Personalized Learning, and the Future of Work

AI Education, Personalized Learning, and the Future of Work

From Psych Tech @ Work by Charles Handler

December 19, 2025 · 44 min

About this episode

This episode discusses the importance of AI literacy and how organizations are implementing AI education and personalized learning in the workplace.

TL;DR AI literacy is becoming a baseline skill. This episode explores how organizations and individuals are actually building AI capability at work, with a focus on: * Self-directed learning and AI education at scale * Personalized learning journeys versus one-size-fits-all training * The shift from basic AI use to agentic workflows * The role of human strengths—creativity, judgment, and adaptability—in an AI-driven workplace In this episode, I’m joined by Erica Salm Rench , an AI educator and leader at Sidecar AI . Sidecar is an AI education platform and learning management system (LMS) designed to help organizations educate their employees on AI through self-directed learning. It combines structured courses, role-based learning paths, and hands-on use cases so individuals can build AI capability at their own pace while organizations raise overall AI fluency. Our conversation explores what AI education actually looks like beyond hype—how people are learning it, how organizations are rolling it out, and why understanding AI is quickly becoming a career differentiator rather than a technical specialty. AI Education Has Shifted from “What Is It?” to “How Do I Use It?” Erica…

People in this episode

Host: Charles Handler

Guest: Erica Salm Rench

Topics covered

  • AI education
  • personalized learning
  • workplace skills
  • self-directed learning
  • AI capability
  • human strengths in AI

Keywords

  • AI literacy
  • personalized learning
  • self-directed learning
  • AI capability
  • workplace education
  • human strengths
  • agentic workflows

Mentioned in this episode

Organizations: Sidecar AI

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