{"url": "https://sub.xiliary.com/p/brendancodykenny/posts/58/ai-changes-the-apprenticeship", "author": {"handle": "brendancodykenny", "name": "Brendan Cody-Kenny", "headline": "Technical Due Diligence for Software M&A", "url": "https://sub.xiliary.com/p/brendancodykenny"}, "post": {"id": 58, "url": "https://sub.xiliary.com/p/brendancodykenny/posts/58/ai-changes-the-apprenticeship", "kind": "update", "summary": "AI changes the apprenticeship.", "details": ["AI is a good sparring partner for learning. The old route to expertise involved a lot of junior work, partly because that was how you got enough repetitions.", "The bigger change is that it meets you where you're at. A course has one syllabus for everyone. With AI the syllabus can change as you learn.", "Skip what you know, stay on what you don't, go sideways into something useful. Challenge an argument, find the hole in a design, or explain it another way.", "There is a deskilling version, where you hand over the thinking. There is also an apprenticeship with an effectively infinite, student-specific syllabus.", "The learning hasn't gone away. It's moved."], "links": [], "tags": ["ai", "apprenticeship", "education", "learning"], "happened_on": null, "created": "2026-10-07T12:08:49.797358Z", "edited": "2026-10-07T12:09:48.260493Z"}}