AI Resilience Report forSelf-Enrichment Teachers

Right now, AI is mostly being used to help self-enrichment teachers — like cooking, art, music, and yoga instructors — rather than replace them. The biggest impact is on behind-the-scenes work like lesson planning and creating materials. A national Gallup and Walton Family Foundation study found that 60% of teachers used an AI tool during the 2024-25 school year ^[1], with the top uses being preparing to teach, making worksheets, and modifying materials for individual learners — and weekly users saved an average of 5.9 hours per week.

A newer Jobs for the Future survey released in March 2026 found that nearly seven in ten learners now report AI is incorporated into their coursework or training ^[2], and that institutional AI training jumped more than 20 percentage points in a single year. In adult and hobby education specifically, Digital Promise notes that AI can personalize learning and automate tasks while gamification boosts engagement and retention ^[3], helping instructors keep learners motivated. The hands-on parts of teaching — demonstrating a brush stroke, spotting someone's yoga pose, encouraging a nervous beginner — remain almost entirely human, because they rely on real-time observation and emotional connection.

EdWeek's March 2026 reporting shows teachers are still mostly using AI for basic lesson plans and administrative tasks rather than core instruction ^[4].

Adoption in self-enrichment teaching is moving at a medium pace, and there are good reasons it won't fully replace human instructors. On the "speed it up" side, tools like ChatGPT, recipe generators, and AI yoga apps are cheap or free, and EdWeek reports that the share of teachers using AI-run tools nearly doubled from 2024 to 2025 ^[4]. Industry groups are pushing innovation too — IACET's 2025 Instructional Impact Award honored a provider that integrates instructor-led training with AI and VR simulations to upskill learners faster ^[5].

On the "slow it down" side, hobby classes exist largely because people want human connection, creativity, and fun — things AI can't fully provide. Digital Promise also warns that the costs of advanced AI platforms can be substantial for both institutions and learners ^[3], and concerns around data privacy, bias, and the digital divide remain real. JFF found that 11% of institutions ban AI entirely and 13% of learners don't even know their school's policy ^[2], showing that rules are still catching up.

The good news for anyone curious about this career: human warmth, encouragement, and hands-on coaching are exactly the skills AI struggles with most — so this job looks more like one AI will assist than replace.