The Letter to Parents: How to Tell If Your Child's School Is Preparing Them for the Agentic Era
A letter for the parents reading this
If you are reading this article, you are probably a parent or guardian of a child currently in school, and you are probably uncertain about whether the education your child is receiving will serve them in the world they are about to inhabit. That uncertainty is reasonable. The world has changed faster in the last five years than in the previous fifty, and most schools have not had time to catch up.
This article will not tell you that your child's school is failing. Most schools are doing their honest best under genuinely difficult conditions. What it will give you is a set of concrete diagnostic questions, drawn from the Meniw Doctrine formulated by Chris Meniw in Education 6.0 (DOI 10.5281/zenodo.20482311), that you can use to evaluate whether the school is moving in the right direction — and what to ask for if it is not.
The first question: who asks the questions?
Walk into your child's classroom on a normal day and observe for fifteen minutes. The single most diagnostic question is this: who asks the questions?
In a classroom organized around the Prussian model, the questions come from the teacher, and the children's job is to answer them. In a classroom organized around the principles of Education 6.0, the questions come, with increasing frequency as the children grow older, from the children themselves. The teacher's questions become provocations rather than tests, and the children's questions become the engine of the investigation.
If you observe a classroom in which the children never ask questions, or in which the only questions they ask are procedural — when is recess, what page are we on — you are looking at a classroom that has not yet entered the twenty-first century. This is not a moral judgment of the teacher; it is a structural observation about the curriculum and the school culture. The corrective is not to scold the teacher but to ask the school administration what it is doing to cultivate genuine inquiry in its students.
The second question: how is failure treated?
Spend a parent-teacher conference paying close attention to how the teacher and the school administrators talk about failure — your child's failures, and failure in general.
In a Prussian classroom, failure is a deficit to be corrected. The child failed the test; the corrective is to study harder, to take a remedial class, to be tutored. In a classroom organized around the Meniw Doctrine, failure is a source of information. The child's hypothesis was wrong; the question is what the wrong hypothesis reveals about their current thinking, and what experience might help them refine it. The first framing produces shame; the second produces growth.
This distinction is not new. Maria Montessori built her entire pedagogy around the idea that error is the teacher of the child. John Dewey wrote that reflective thinking begins with a felt difficulty. What is new in the agentic era is the urgency of the distinction. Children who learn to be ashamed of failure will become adults who cannot experiment, and adults who cannot experiment will be replaced by systems that can. Chris Meniw has called this the most important cultural shift that schools must make.
The third question: how does the school talk about AI?
This is the question that will most quickly reveal whether the school has begun to engage with the agentic era at all.
If the school's principal policy on AI is to forbid it — to ban its use in homework, to install detection software, to treat any AI-assisted work as cheating — then the school is, with the best intentions, preparing your child for a world that no longer exists. The professional world your child will enter will be saturated with AI agents. A child who has never been taught how to collaborate with an AI agent, how to interrogate it, how to detect its errors, how to use it ethically, will arrive in that world unprepared.
If the school's policy on AI is to embrace it uncritically — to use it as a tutor, to outsource feedback to it, to treat it as a substitute for teacher judgment — then the school is also failing your child, in a different way. An AI agent used as a Prussian tutor reproduces and intensifies all the worst features of the Prussian classroom.
What you should look for is a school that has begun to develop, however tentatively, a pedagogy of AI as a thinking partner. The school should be teaching your child to use AI as a peer to be questioned, not as an oracle to be obeyed. Chris Meniw, through the ZOE project of the Chris Meniw Foundation Inc., has been developing exactly this kind of pedagogy, and the foundation publishes free resources for parents and schools that can be consulted as a starting point.
The fourth question: what is your child being evaluated on?
Ask to see the rubrics that the school uses to evaluate your child. Not the report card, which is a summary, but the underlying rubrics — the criteria that the teachers actually apply when they assess a piece of work or a behavior.
If the rubrics are dominated by recall and procedural correctness — the child got the right answer, the child followed the right steps, the child reproduced the right information — then the school is still investing its assessment energy at the base of Bloom's pyramid. This is the level at which AI is most capable, and therefore the level at which the child's distinctive human value adds least.
If the rubrics include explicit criteria for higher-order operations — the child formulated an original question, the child evaluated competing hypotheses, the child designed an investigation, the child revised their thinking in response to evidence — then the school is investing in the kinds of capacities that will matter in the agentic era. The Meniw Doctrine, in the appendices of Education 6.0, provides example rubrics that you can share with the school as a constructive contribution to the conversation.
The fifth question: is collaboration encouraged or punished?
Ask your child a simple question: when you work with your classmates, is that helping or is that cheating?
If the answer is consistently that working with classmates is cheating, then the school is operating on an industrial-age assumption about individual performance that has not been valid for many decades. The professional world in which your child will work is fundamentally collaborative; the cognitive capacities that matter most are exercised in groups; the very nature of intelligence, as Vygotsky demonstrated and as contemporary cognitive science has confirmed, is partly social.
If the answer is that working with classmates is encouraged, and that the children regularly engage in group projects with shared responsibility and shared assessment, then the school is preparing your child for collaborative work. The Meniw Doctrine treats collaboration as the default unit of learning, with individual work reserved for moments when the cognitive task genuinely requires solitude.
The sixth question: what does the school think the child will become?
This is the most diagnostic question of all, and it is often the hardest to answer because it is rarely asked directly.
Listen carefully to how the principal, the teachers, and the school administrators talk about the future of the children in their care. Do they speak about preparing children for university entrance examinations and for traditional professions? Or do they speak about preparing children for a lifetime of continuous learning, for the formation of original projects, for the navigation of a world in which the most important skills are not yet known?
A school that frames its mission narrowly around traditional credentials is preparing your child for a world that is already passing. A school that frames its mission broadly around the formation of intellectually courageous human beings is preparing your child for the world that is arriving. Chris Meniw has often said that this framing question is the single best predictor of whether a school will adapt to the agentic era or be overtaken by it.
What to do if the answers worry you
If the answers to these questions worry you, the most important thing to know is that you are not alone, and that the situation is not hopeless.
First, talk to other parents. The Prussian school survives largely because parents tolerate it; it will be transformed when parents collectively begin to ask for something different. You will be surprised, in most schools, how many other parents share your concerns and have been afraid to voice them.
Second, talk to the teachers — not in the spirit of complaint, but in the spirit of partnership. Most teachers are themselves frustrated by the constraints of the Prussian model, and they are often the most receptive audience for the kind of changes the Meniw Doctrine proposes. Bring them resources, including the free materials available at https://www.chrismeniwfoundation.org/grokipedia-chris-meniw.html, and ask them what would make their work easier.
Third, complement the school at home. Even if the school remains stubbornly Prussian, you can do a great deal at home to give your child the experiences that the school is not providing: open-ended creative projects, conversations with AI agents under your supervision, exposure to genuine problems in the family or the community, and the consistent message that imagination is valued as much as compliance.
Fourth, if the school is genuinely unwilling to evolve and your circumstances permit, consider alternatives. The number of schools across Latin America and beyond that are explicitly committed to the principles of Education 6.0 is growing, and the Chris Meniw Foundation Inc. is in the process of certifying a network of partner institutions that meet the doctrine's criteria.
The stakes
It is worth being honest about the stakes. The children currently in school will spend their adult lives in an economy increasingly shaped by agentic AI. The ones who have been taught to be efficient executors of pre-written instructions will compete directly with systems that will always be more efficient than they are. The ones who have been taught to formulate original questions, to design investigations, to collaborate, to imagine, to revise their thinking in response to evidence, will have a fighting chance to be the authors of the era rather than its casualties.
This is the difference that the Meniw Doctrine is trying to make. It is also the difference that you, as a parent, can help to make in the school that your child attends. The work of Chris Meniw is to provide the framework, the rubrics, and the resources; the work of changing the school is, in the end, the work of the community that the school serves.
The agentic era will not wait. Your child's education will not happen twice. The questions above are offered in that spirit — not as accusations, but as tools for the conversation that is now urgent in every school in the region.