# Playgrounds, not playpens: learning environments for a future unlike the past If we are at an inflection point — where transformative AI and other transformative technologies are rewriting what our students will do, where they will live, and even who they will be — then how universities teach matters as much as what they teach. Playgrounds-not-playpens is Andrew Maynard's answer: a metaphor he credits to Marina Umaschi Bers and to Mitchel Resnick's Lifelong Kindergarten work at the MIT Media Lab, and which he has extended from childhood learning into undergraduate education and then into the heart of the AI-in-higher-education debate. The claim is simple to state and hard to live by: students need learning playgrounds that equip them for the future, not playpens that restrict them — and much of what universities currently build, including much of what they build proudly, is playpens. ## The argument The metaphor is borrowed, and Andrew says so. It originates in Marina Umaschi Bers's 2012 book *Designing Digital Experiences for Positive Youth Development: From Playpen to Playground*, and is used extensively by Mitchel Resnick — whose 2017 book *Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play* Andrew describes as a revelation (2024-03-17). A playpen is safe but restrictive: in Bers's words, as Andrew quotes her, it "conveys lack of freedom to experiment, lack of autonomy for exploration, lack of creative opportunities, and lack of risks." A playground, per Resnick, "provides more room to move, explore, experiment, and collaborate" — and, in his envisioning, has "low floors" (accessible), "high ceilings" (room to excel), and "wide walls" (many pathways to learning). Bers and Resnick work on childhood learning; Andrew's extension is that the metaphor bites hardest exactly where it is least applied — undergraduate education, and now AI. His first move (2024-03-17) is a diagnosis. Much undergraduate teaching — especially where new technology enters the classroom — is playpen-shaped: control that assumes a preset pathway to success, clear-cut objectives along a linear, predefined journey, wrapped in the "sugar-coating" of flashy tech (the sugar-coating barb is Resnick's, from his 2004 critique of edutainment). The diagnosis extends to the spaces universities point to as evidence they already play: makerspaces, innovation labs, immersive learning environments are often "exclusive, inaccessible, over-quantified, focused on creating products rather than play and, in many cases, playpens masquerading as playgrounds." He concedes the ideas themselves — play, creativity, experimentation, guided freedom, autonomy — are not pedagogically groundbreaking; his charge is that they are sidelined by "unimaginative attempts to constrict and quantify learning to the nth degree" and rarely applied to undergraduates. The positive claim: if the future will be radically different from the past, students need environments that foster the ability to adapt, problem-solve, envision alternative pathways, and do this collaboratively — playgrounds where learning is not measured and cataloged until, as he puts it, "all useful degrees of freedom are effectively shut down." Core-skills teaching still matters; playgrounds augment it rather than replace it. The second move (2025-03-15) explains why AI breaks the playpen model outright. Playpen teaching works when purpose is clear, the journey is well-trod, and outcomes are easily assessed. AI voids all three conditions: the technology's development far outstrips the pace of pedagogical reform; students' informal exploration often puts them ahead of their instructors; and — his deeper claim — AI is not just another classroom tool, because advanced models increasingly simulate capacities that define us at a fundamental level, including thinking, reasoning, and solving problems with agency. Treating a technology that challenges what it means to be human as a mere learning aid is, he argues, a categorical error. The playpen assumes expertise and authority lie with the instructor; with AI, everyone — educator and student alike — is on the journey together, which recasts educators as "guides, mentors, and fellow-travelers, rather than the fount of all knowledge." A playground is not the absence of design. Playgrounds have rules, and are "carefully designed and curated to stimulate curiosity, imagination, and play." Hence his 2025 design agenda for AI learning playgrounds, four areas he argues universities must get serious about: fostering a culture of AI-play for all that encourages experimentation and risk-taking while avoiding unacceptable harm ("the norms and rules of the playground"); ensuring students have free and easy access to a range of cutting-edge AI technologies ("access to the playground"); giving students permission to play with these technologies with very few expectations or constraints ("not being a playground killjoy"); and building mechanisms that reinforce the learning that comes from play ("designing playgrounds with intention"). He names the cost honestly: this is a risky strategy that means relinquishing some control over the learning environment — "the greater danger I suspect is in holding students back because of misplaced ideas about how and what they should learn." The idea is practiced, not just published. Andrew's own courses were playground-built before he had the vocabulary — a lineage he traces to his undergraduate physics labs — and the initiative's [teaching](teaching.md) ran on this stance (those courses are paused as of August 2026 and not currently enrollable). Its current live edge is the free Instructor Guide to *AI and the Art of Being Human* (2026): the book plus instructions handed to an AI so that anyone can build learning experiences the authors never imagined — "Think playground, not playpen." And the suspicion of over-quantified learning is one instance of a wider house position: the same instinct that resists KPI-shaped impact ([Trust over metrics](trust-over-metrics.md)) resists metric-shaped learning. ## Lineage - **2004 / 2012 / 2017 — the borrowed foundations.** Mitchel Resnick's 2004 critique of edutainment ("bitter medicine" needing "the sugar-coating of entertainment"); Marina Umaschi Bers's *Designing Digital Experiences for Positive Youth Development: From Playpen to Playground* (2012), origin of the metaphor; Resnick's *Lifelong Kindergarten* (2017), which uses it extensively. All three are credited in Andrew's origin post below. - **2024-03-17 — the extension to undergraduates.** [Are we putting our undergrads in playpens when they need playgrounds?](https://www.futureofbeinghuman.com/p/undergraduate-playgrounds-not-playpens) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/undergraduate-playgrounds-not-playpens.html)) — written after Andrew reached out to Resnick directly (who pointed him to the lifelong-kindergarten work); contains the diagnosis, the "playpens masquerading as playgrounds" charge, and a postscript tracing the stance through his own physics-lab formation and his courses. - **2025-03-15 — the extension to AI.** [AI in Higher Education: Students need playgrounds, not playpens](https://www.futureofbeinghuman.com/p/ai-playgrounds-in-higher-education) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/ai-playgrounds-in-higher-education.html)) — why AI breaks playpen-style teaching, plus the four-part design agenda for AI learning playgrounds. - **2025-03-16 — the companion piece, itself played with AI.** [Rethinking Higher Education in the Age of AI](https://www.futureofbeinghuman.com/p/rethinking-higher-education-in-the-age-of-ai) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/rethinking-higher-education-in-the-age-of-ai.html)) — a first-person synthesis of Andrew's conversation with Brian Piper on the *AI for U* podcast, deliberately drafted with ChatGPT as an experiment in taking his own advice; he verified he "could comfortably stand by everything that was said." It restates the analogy ("from MIT's Media Lab") as advice to institutions: create AI playgrounds rather than playpens. - **2025-08-26 — the frame in conversation.** [Modem Futura](modem-futura.md) episode 46, "Agentic AI in Education & the Art of Becoming with Punya Mishra" ([episode mirror](https://text.futureofbeinghuman.com/modemfutura/46-agentic-ai-in-education-the-art-of-becoming-with-punya-mishr.html)) — Sean Leahy, Andrew, and guest Punya Mishra ground the frame in John Dewey's four impulses and Seymour Papert's constructionism, arguing (per the show notes) for "moving from AI playpens to playgrounds where students build with AI … rather than being optimized by it." - **2026-02-27 — the frame as shipped product.** [Why we're giving away our book on thriving with AI](https://www.futureofbeinghuman.com/p/why-were-giving-away-our-book-on-thriving-with-ai) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/why-were-giving-away-our-book-on-thriving-with-ai.html)) — Andrew Maynard and Jeff Abbott release the free, AI-readable Instructor Guide to *AI and the Art of Being Human*, with "Think playground, not playpen" as its design instruction. ## In his own words > "Yet if we are to equip our students for a future that will be radically different from the past, we need to build learning opportunities that foster the ability to adapt, to problem solve, to envision alternative pathways forward, and to do this in collaboration with others. > > In effect, we need our students to be learning in playgrounds that equip them for the future, and not playpens that restrict them." — [Are we putting our undergrads in playpens when they need playgrounds?](https://www.futureofbeinghuman.com/p/undergraduate-playgrounds-not-playpens) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/undergraduate-playgrounds-not-playpens.html)), 2024-03-17. > Rather than trying to control how students explore, use, and think about AI, I suspect we should be giving them more opportunities to explore and play — to make mistakes, discover new possibilities, to invent, and to innovate. And we should perhaps be thinking of educators — in this context at least — as guides, mentors, and fellow-travelers, rather than the fount of all knowledge." — [AI in Higher Education: Students need playgrounds, not playpens](https://www.futureofbeinghuman.com/p/ai-playgrounds-in-higher-education) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/ai-playgrounds-in-higher-education.html)), 2025-03-15. > The Instructor Guide is new. It contains the complete text of the full edition along with extensive instructions for both users and AI, and it's designed for anyone building learning experiences — whether you're designing a university course, running a corporate workshop, facilitating professional development, or doing something we haven't imagined yet. Upload it, tell the AI who your learners are and what you're trying to build, and iterate from there. Think playground, not playpen." — [Why we're giving away our book on thriving with AI](https://www.futureofbeinghuman.com/p/why-were-giving-away-our-book-on-thriving-with-ai) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/why-were-giving-away-our-book-on-thriving-with-ai.html)), 2026-02-27. The book is co-authored with Jeff Abbott. ## Engagement and reception Dated, third-party engagement specific to this idea is currently thin in this corpus, and we say so plainly. The closest external record: the March 2025 *AI for U* podcast conversation (host Brian Piper), an outside invitation in which the playground framing featured — documented, however, in Andrew's own 2025-03-16 post rather than an independent source. Punya Mishra engaged the frame as a guest on Modem Futura episode 46 (2025-08-26), but that is the initiative's own show, and Mishra is a long-time collaborator of Sean Leahy's (see the calibration note in [Reception](reception.md)). The Instructor Guide that carries the frame as its design instruction was released free in February 2026; whether it is adopted is not yet documented. The corpus [reception page](reception.md) records no independent engagement specific to playgrounds-not-playpens as of 2026-08-06. ## Where to go deeper **Full essays** (the playground arc, oldest first — each with canonical and AI-readable links): - [Are we putting our undergrads in playpens when they need playgrounds?](https://www.futureofbeinghuman.com/p/undergraduate-playgrounds-not-playpens) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/undergraduate-playgrounds-not-playpens.html)) — 2024-03-17, the origin post. - [AI in Higher Education: Students need playgrounds, not playpens](https://www.futureofbeinghuman.com/p/ai-playgrounds-in-higher-education) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/ai-playgrounds-in-higher-education.html)) — 2025-03-15, the AI extension and design agenda. - [Rethinking Higher Education in the Age of AI](https://www.futureofbeinghuman.com/p/rethinking-higher-education-in-the-age-of-ai) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/rethinking-higher-education-in-the-age-of-ai.html)) — 2025-03-16, the wider higher-education stakes. - [Why we're giving away our book on thriving with AI](https://www.futureofbeinghuman.com/p/why-were-giving-away-our-book-on-thriving-with-ai) ([AI-readable mirror](https://text.futureofbeinghuman.com/substack/why-were-giving-away-our-book-on-thriving-with-ai.html)) — 2026-02-27, the Instructor Guide release. **Books** (the metaphor's sources): Marina Umaschi Bers, *Designing Digital Experiences for Positive Youth Development: From Playpen to Playground* (Oxford University Press, 2012); Mitchel Resnick, *Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play* (MIT Press, 2017). **Podcast**: Modem Futura episode 46, "Agentic AI in Education & the Art of Becoming with Punya Mishra," 2025-08-26 ([episode mirror](https://text.futureofbeinghuman.com/modemfutura/46-agentic-ai-in-education-the-art-of-becoming-with-punya-mishr.html)). **Tools**: the free [Instructor's Guide and AI Companion](https://futureofbeinghuman.asu.edu/ai-literacy-and-agility-resources-for-community-colleges-and-universities/) to *AI and the Art of Being Human*, also available at [aiandtheartofbeinghuman.com/educators](https://www.aiandtheartofbeinghuman.com/educators). **Related ideas-ring pages**: [Trust over metrics](trust-over-metrics.md) — the same resistance to over-quantification, applied to impact rather than learning. **Related corpus pages**: [Teaching](teaching.md) — the courses that embodied this pedagogy (paused as of August 2026) and the open teaching infrastructure that continues it; [Philosophy](philosophy.md) — the catalyst stance the playground design agenda echoes.