eLearning
AI made course drafting faster. It did not fix review.
AI speeds up drafting. Review, approval, and update chaos still eat the schedule.
AI
eLearning
The bottleneck moved: AI can draft your course, but it still can't get it approved
A lot of eLearning teams are having the same weird experience right now. The first draft got faster. Sometimes way faster. You can get quiz questions, module outlines, learner personas, voiceover drafts, and image prompts in minutes. And yet the project still ships late. That is not a contradiction. It
eLearning
AI agents are not replacing course builders. They're replacing course-builder busywork.
Most AI talk in eLearning is still stuck in the wrong place. People argue about whether AI can write objectives, generate quiz questions, or spit out a first draft of a lesson. Fine. It can do some of that. Sometimes well. Sometimes like a very confident intern who skimmed the
AI
SHIK: Self-Hosted Identity Kernels for AI Agents
What Is SHIK? SHIK stands for Self-Hosted Identity Kernel — an architectural framework for giving AI agents a persistent, portable identity that survives across models, devices, and networks. The core problem: in most AI agent systems today, an "agent" is little more than a prompt template, some transient context,
eLearning
We built an AI creative director for eLearning (Gemini Live Agent Challenge)
We built something a little different for the Gemini Live Agent Challenge. Not a chatbot. Not a summarizer. An autonomous creative director that takes a dense corporate document and turns it into a deployable eLearning course in under two minutes. We're calling it Doc2SCORM Director. The problem we
eLearning
5 ways L&D teams are wasting time they could automate
L&D teams often spend hours on tasks that could be automated. Here are five places where that time is being lost—and what to do about it.
eLearning
Your AI course images look like they were made by 10 different designers
Your AI course images look like they were made by 10 different designers You spent four hours generating images for your new compliance course. The first slide has a confident woman in a blue blazer. By slide eight, she's somehow a different person — different face, different hair, different
AI
Chrome just made websites "agent-ready"
Chrome just made websites "agent-ready" Google dropped something significant this week, and it flew under most people's radar. WebMCP is now in early preview. It's a new standard that lets websites tell AI agents exactly how to interact with them. Not through brittle screen-scraping
eLearning
The SME Content Problem Nobody Talks About
The SME Content Problem Nobody Talks About Every instructional designer knows the drill. Your subject matter expert schedules a "quick call" to hand off content. Two hours later, you're staring at a 147-slide PowerPoint deck, three Word documents, a folder of screenshots, and a sticky note
AI
The Automation Paradox: Why AI Makes Human Judgment More Important
Here's an uncomfortable truth for 2026: AI is the fastest learner in your organization. It doesn't need onboarding. It doesn't forget content after training ends. It doesn't lose focus halfway through a module or attend compliance training just to tick a box.