| So, Khan Academy is experimenting with providing every student with (what they call) a "personal tutor". Examples given are: in coding and math, identifying potential mistakes in partial solutions, and suggesting how the student might get unstuck; in literature, an AI impersonates characters in a novel so the student can ask them questions (e.g. "Mr. Gatsby, why do you keep staring at that green light?"); in writing, the AI writes with the student, rather than for students. The flip side is teachers saving time on lesson planning, grading, etc, all the work that's adjacent to actually teaching. A lot of this is a feature preview for Khan Academy, and a big part of it is just the ReACT pattern[1] (have people settled on this name?). To me, even all of the above is just an efficiency increase, which means workloads will increase to fill the available time, and we might see student to teacher ratios in the order of tens of thousands to one. How much of a future teacher's career will be about maintaining their AI systems? How much of learning will be like that too? [1] https://til.simonwillison.net/llms/python-react-pattern |