Vibe L&DMonday, February 2, 2026
AI in L&D: From Hype to Practical Application

Vibe L&D

Your weekly pulse on Learning & Development

🔥 The Hot Take

The relentless hype around AI in L&D is finally colliding with reality. We're moving past the 'one-click course creation' fantasies and grappling with real-world implementation. The focus now needs to be on *how* AI augments human expertise, not replaces it. Spec-driven AI tools will empower rapid prototyping and personalized learning paths, but instructional designers remain crucial for curating experiences and ensuring alignment with business goals. The future is symbiotic, not automated.

This week, the conversation shifted from theoretical AI possibilities to practical applications in L&D. We're seeing a clearer picture of AI's role in augmenting instructional design, personalizing learning, and streamlining workflows. The focus is on tools that empower L&D pros, not replace them.

The Conversation

New Research: How AI Transforms $400 Billion Of Corporate Learning

Josh Bersin explores how AI is impacting the corporate learning market, focusing on reskilling, upskilling, and accelerating AI adoption.

Why it matters: Understanding the economic impact of AI on training budgets is crucial for strategic planning.

W.T.F.? When They’re Frenemies

This article explores how competitors are becoming collaborators in the age of agentic AI, and what that means for learning, talent, and change leaders.

Why it matters: The evolving landscape requires L&D to foster collaborative skills even among perceived rivals.

Deep Reads

From Tick-Box Training To Transformative Learning: Designing Experiences That Stick

Leia Davis argues that human-centered, emotionally engaging learning is essential for driving lasting behavioral impact in corporate training.

Why it matters: Transformative learning is more effective than tick-box training in achieving real behavior change.

The Forgetting Curve: How To Overcome It In L&D

This article examines the Ebbinghaus forgetting curve and how L&D leaders can apply its principles to improve retention, training ROI, and long-term performance.

Why it matters: Combating the forgetting curve is crucial for maximizing the impact and ROI of learning initiatives.

Tools & Tech

Superpowers: NEW Spec Toolkit Ends Vibe Coding! 100x Better Than Vibe Coding (Full Tutorial)

This YouTube tutorial introduces Superpowers, a spec-driven toolkit for AI coding agents, promising a more structured approach to AI development.

Why it matters: Spec-driven tools may become essential for managing and directing AI in content creation.

AI-Powered eLearning Development with Mindsmith | Going Beyond One-Click Course Creation Hype

Tim Slade discusses Mindsmith, an AI-powered eLearning development tool, focusing on practical applications and moving beyond the hype of one-click course creation.

Why it matters: It's important to find tools that enhance, not replace, instructional design skills.

Aperian Introduces Team Dynamics: A New Way for Teams to Understand How They Work Together

Aperian launched Team Dynamics, which helps teams understand their work styles and improve communication and collaboration.

Why it matters: Understanding team dynamics is critical as L&D increasingly focuses on team-based learning.

Watch List

What Leaders Still Get Wrong About Learning and Development in 2026 - ROI, Upskilling & Performance

Leah Blue de Souza discusses common misconceptions leaders have about L&D, including ROI, upskilling, and performance measurement.

Why it matters: Addressing these misconceptions is crucial for securing leadership buy-in and maximizing L&D impact.

Let's focus on leveraging AI to create impactful learning experiences, not just automating tasks. The human element remains paramount.

Curated weekly for L&D professionals who shape the future of work.