Good learning is not delivered. It is designed. A blog for teachers, instructional designers, trainers, and anyone responsible for someone else’s learning — on path, practice, feedback, transfer, and doing all four well in the age of AI.
Content was never the product
When information was scarce, assembling content looked like the job. AI has ended that illusion by making fluent content effectively free. What remains — and what was always the real work — is design: the path that tells a learner what to do next, the practice that turns exposure into capability, the feedback that arrives in time to matter, and the bridge that carries learning into the Monday after.
Twelve posts, one argument
A story-driven blog series on the craft: how adults actually learn, why courses fail, and how to design learning that survives contact with a real life. Best in order; each post stands on its own.
Content Is Not Design
A course with everything in it and no way through. Why the content-assembly era is over, and why that is a relief, not a threat.
Read the post → Post 2The Unclear Path
Courses fail at “what do I do next,” not at content quality. Sequence, density, and the twenty-minute learner as the real learner.
Read the post → Post 3Adults Don’t Lack Motivation
The dignity move. Andragogy without the poster version: motivation as a design outcome, and disengagement as diagnostic data.
Read the post → Post 4The Container and the Experience
An LMS is not a learning experience. It is a container. Organised is not designed, and the human work happens inside the shell.
Read the post → Post 5Faster Is Not Better
AI can build a course before the kettle boils. What that speed buys, and what it silently deletes.
Read the post → Post 6Assessment That Survives AI
Detection is a losing game. The winning one is design: make the thinking visible through drafts, decisions, and revision.
Read the post → Post 7The Portfolio Proof
Recognition of prior learning assessed process and evidence before AI existed. What every assessor can borrow from it.
Read the post → Post 8Clarity Is an Equity Issue
Confusing design taxes the learners with the least slack. Designing for the time-poor, remote, and under-connected.
Read the post → Post 9Structure Over Effort
Stuck learners and stuck projects lack shape, not willpower. The next visible step, and shrinking the problem without making it shallow.
Read the post → Post 10The Loop Is the Course
Feedback that arrives too late is decoration. Design the loop, not the comment, especially for people who learn alone.
Read the post → Post 11Accountability Without Surveillance
Checking in versus checking on. Support that respects adults, and the restart, where the gap is data, not debt.
Read the post → Post 12Design for the Monday After
If it only works in the course, it did not finish becoming theirs. Building the bridge to Monday, and handing the chair back.
Read the post →
Good Learning by Design
Why Learning Design Matters More in the Age of AI
The companion to The Good Learner, written from the other chair — the one held by whoever is responsible for someone else’s learning. Its claim: the path, the practice, the feedback loop, and the transfer are the work no platform can hold, and the work AI makes more valuable, not less.
New writing, now and then
Occasional posts on learning design, assessment, and AI. No hype, no spam, unsubscribe any time.
Find the work on LinkedIn · portfolio at tikathapa.com · email hello@goodlearningbydesign.com.