Dr. Kavita Lohiya Bajpai on the End of Predictable Schooling and the Rise of Judgment-Led Education

A school can look healthy while its inner life is weakening. Enrolments rise, facilities improve, parent communication becomes sharper, and the institution begins to speak fluently in the language of global education: innovation, inquiry, agency, wellbeing, inclusion, and future readiness.

Inside, the signals can be more unsettling. Teachers collaborate less than they once did. Parents sense a distance they cannot easily name. Children ask fewer questions, even while classrooms appear more active. The school continues to grow, but the culture that makes learning possible begins to thin.

The first crack does not show in the balance sheet. Balance sheet can always be green. The first crack comes in the culture.

Dr. Kavita Lohiya Bajpai has spent enough years inside schools to know that institutional decline rarely arrives dramatically. It begins in habits, in quieter staff rooms, in classrooms that become more compliant than curious, in teachers who keep doing what is required but stop thinking with ownership, and in children who stop taking the risk of asking.

Across nearly three decades, Kavita’s work has moved from physics classrooms to school leadership, from becoming a principal before thirty to advising institutions across curriculum frameworks, from Indian school systems to international education, and now to professional growth at SIS Group of Schools. Her experience cuts across ICSE, CBSE, Cambridge, IB, Reggio Emilia, Indian National Frameworks, progressive learning spaces, and schools serving very different social realities.

The range gives her thinking a particular discipline. She does not argue for one board, one geography, one school philosophy, or one model of reform. Her concern is more basic: schools have become highly skilled at displaying change, while the harder work of building children, teachers, and cultures often remains unfinished.

The real test of a school, in her view, is whether it is building children who can think, ask, decide, recover, collaborate, and act with judgment when the pathway is unclear.

The School After Certainty

Education has always carried parental anxiety. Families want children to be safe, prepared, employable, successful, confident, and socially secure. Schools respond with structure: boards, pathways, streams, admission records, university outcomes, and carefully packaged promises about the future.

Kavita understands that pressure. In systems where examinations still influence access and opportunity, parents are right to care about outcomes. The difficulty begins when adults try to predict a child’s future before the child has even developed the capacity to understand the world with independence.

A child enters nursery, and conversations begin around boards, careers, and competitive readiness. The child is still learning language, relationships, movement, attention, and trust, while the system is already trying to assign direction to a life no adult can accurately forecast.

Kavita believes schools continue to overvalue predictability. The better question is not what a child will become, but what the child will be able to handle.

That shift moves schooling away from early labelling and toward the deeper capacities children will need when familiar pathways disappear: adaptability, curiosity, collaboration, resilience, values, and judgment. These words are common in education, but Kavita returns them to practice. Adaptability has to be built through changing contexts. Resilience has to be shaped through productive struggle. Curiosity has to show up in the quality of questions a child begins to ask.

A school that prepares children only for known routes may still produce performance within known systems. A school that prepares children for uncertainty gives them the ability to remain thoughtful when the answer is not already available.

What Parents Should Learn to See

If board names, school brands, and curriculum labels disappeared tomorrow, Kavita’s way of judging a school would become very direct.

Is the child coming home more curious? Is the child asking better questions? Can the child explain what they are thinking? Is the child known beyond marks? Does the child feel safe enough to make mistakes?

Those questions show whether learning has entered the child’s mind and behaviour. A child who asks better questions is learning how to think. A child who can explain thinking has begun to own the process of learning. A child known beyond marks is being seen by the school as a learner, not only as a performer. A child who feels safe making mistakes is inside a culture where growth is possible.

Parents often look for school quality in facilities, curriculum affiliations, technology, communication systems, co-curricular strength, and reputation. Kavita places those signals below the child’s lived experience. A campus can impress adults while doing little to deepen the learner. A board can carry credibility without guaranteeing classroom quality. A school can use the vocabulary of innovation while still rewarding compliance more than curiosity.

A school reveals itself through ordinary behaviour: how teachers speak to one another, how leaders respond when someone is late, how mistakes are handled, whether children feel heard, whether teachers feel trusted, and whether reflection is alive in daily practice.

Culture lives in the daily reality that teaches children and adults what is safe, what is valued, and what is expected.

The Modern Classroom Can Look Better Than It Thinks

Progressive education has created a vocabulary that now travels across schools, conferences, parent presentations, and teacher training sessions: inquiry-based learning, student agency, experiential learning, activity-based classrooms, design thinking, and future readiness. The vocabulary has value, but it has also become easy to perform.

Kavita has seen classrooms that look energetic during walkthroughs, with children moving, discussing, presenting, creating charts, working in groups, or using devices, while the deeper question of student thinking remains unanswered.

A busy classroom does not mean it is the best learning zone you have created.

Activity can satisfy adult expectations without deepening the learner. A lively classroom may still fail to build explanation, justification, connection, transfer, or independent thought.

Kavita looks for learning that can be heard in the way a child explains, questions, connects, and applies. Can the child justify a response? Can the child connect one concept to another? Can the child transfer knowledge into a new situation? Can the child ask a better question than before?

Inquiry does not mean getting answers. Inquiry means children should be able to ask better questions.

Inquiry is often treated as a method for responding to curiosity. Kavita treats it as a discipline for improving curiosity. Children have to be prepared to ask questions that are deeper, more connected, and more thoughtful than the ones they began with.

Student agency needs the same discipline. Kavita supports independence, but she is wary of freedom without readiness. Children need values, responsibility, guided mistakes, confidence, and sound judgment. Independence that is carefully built becomes capability. Independence granted too early becomes drift.

Curriculum Is Only the Beginning

Schools invest heavily in curriculum. They bring in subject experts, frameworks, lesson plans, global models, assessment structures, and cross-cultural approaches. Kavita sees value in that work, but she also sees its limit. A curriculum can set direction, sequence, and ambition; it cannot ensure that learning will happen.

The teacher decides whether the journey becomes meaningful. The teacher enters the lesson, reads the room, understands prior knowledge, adjusts for context, connects with children, and turns planned content into lived learning. A written plan cannot replace human judgment.

Kavita once observed a worksheet in an IB school serving children from weaker economic backgrounds. The worksheet used a donut as a reference point. Her question to the teacher was simple: would the children relate to it? Sitting in Mumbai, she suggested replacing the donut with vada pav. The change was small, but the principle was large. A curriculum may travel across countries, boards, and pedagogical systems, but learning lands only when a teacher understands the child’s context.

Global frameworks need local intelligence. A teacher has to translate material into meaning. Without that translation, even a sophisticated curriculum can remain distant from the learner.

Teacher development, for Kavita, is the route through which curriculum, culture, and classroom quality actually reach children.

Supporting teachers operationally is not enough. The support has to come professionally also.

Schools often support teachers as employees. They recruit them, timetable them, appraise them, manage them, and expect them to deliver. Professional support asks harder questions. Are teachers being coached? Are they being mentored? Are they observed with purpose? Are they given time to reflect? Are they trusted enough to develop judgment?

Many schools treat professional development as an event: a workshop before school opens, a speaker after a break, a compliance session, a certificate, a documented training day. Teachers attend, appreciate, return to routine, and the classroom remains largely unchanged.

Kavita argues for a more demanding cycle: delivery, reflection, impact, and follow-up. A teacher should be able to take one idea from a session into the classroom, return with evidence of how students responded, discuss what worked with colleagues or coordinators, receive feedback grounded in observation, and refine practice before the next cycle begins. Without that rhythm, even a strong workshop fades quickly. With it, teacher development becomes institutional memory.

The Hidden Design of Teacher Burnout

Schools expect a great deal from teachers. Teach, mentor, assess, document, update systems, communicate with parents, support children emotionally, innovate, collaborate, attend training, manage events, create evidence, and remain personally available. New responsibilities keep arriving. Older responsibilities rarely leave.

Burnout is not a workload issue. Burnout is a designing issue.

Burnout belongs inside leadership design: what the school adds, what it refuses to remove, and where technology creates burden instead of relief.

A school that takes teacher burnout seriously has to study the structure of a teacher’s day with honesty. Manual records and digital entries should not coexist unless both serve a clear purpose. Reporting formats that no longer improve learning should be removed. Technology should reduce administrative drag, not generate parallel evidence work. Planning and reflection time should be protected, not treated as leftover space after every operational demand has been met.

A future-ready school cannot be built on exhausted teachers. It cannot ask teachers to be innovative while denying them time to think. Planning, mentoring, reflection, and collaboration are the conditions under which good teaching survives.

Kavita connects the same problem to leadership. If leaders solve every problem for teachers, they weaken the professional judgment they want teachers to develop. If every lesson plan, classroom decision, and activity needs approval, teachers become implementers rather than thinkers.

“Leaders should stop solving every problem for teachers. The difference between control and consistency has to be very clear in the minds of leaders.”

A leader who controls every lesson plan is also preventing the professional growth cycle from maturing. Teachers cannot return from training, test an idea, reflect on it, and refine practice if every meaningful decision is already being made for them.

Assessment Tells the Truth

Schools speak generously about values, creativity, leadership, wellbeing, resilience, and future readiness. Assessment reveals what the institution truly values.

What a school measures eventually decides what teachers teach, what parents value, and what students learn to chase. Kavita sees the largest gap between what schools claim to teach and what children carry into life in this space. Schools often teach information. Life requires decision-making, risk judgment, resilience, problem-solving, critical thinking, wisdom, and the ability to respond when no prepared answer exists.

The biggest gap comes when we focus more on information and less on these skills.

She understands the pressure of marks. In India, as in many systems, examination results still influence access and opportunity. The harder task is to work within that pressure without allowing it to consume the entire purpose of education.

Kavita argues for a shift from syllabus-driven assessment to problem-statement-driven assessment. Instead of asking only whether children can reproduce what has been covered, schools should ask whether they can use knowledge to engage with an unfamiliar problem.

A change in assessment would influence everything upstream. Teachers would plan differently. Students would prepare differently. Parents would begin to value different evidence. The school would become less obsessed with coverage and more concerned with capability.

The gap already shows beyond school. Kavita refers to conversations with higher education and corporate leaders who see the same pattern from different ends. Students may be prepared for entrance examinations and still be underprepared for university life. Graduates may hold strong degrees and still struggle with workplace readiness.

The real weakness lies in how narrowly preparation has been defined.

AI Has Exposed the Weakness of Answer-Based Schooling

Artificial intelligence has made the assessment question harder to ignore.

Kavita treats AI with calm practicality. She sees it as a tool that can support writing, communication, productivity, and access to information. The risk begins when students use it to replace thinking rather than strengthen it.

“AI can only generate the answers, not judgment.”

If AI can produce essays, summaries, and polished responses within seconds, schools have to stop treating answer production as proof of learning. The more durable skill is judgment: knowing what to trust, what to question, what to apply, and when to reject an answer that looks complete but is not.

AI has not reduced the need for schools. It has made shallow schooling easier to detect.

Children Are Carrying More Than Adults Admit

Kavita resists the familiar adult complaint that children today are weaker, softer, or less capable.

“They are not less capable. They are growing up in an even noisier world.”

Children face comparison, digital exposure, academic pressure, social visibility, shrinking family networks, safety concerns, and mental health challenges that earlier generations often underestimate. Many adults remember their own childhood freedom but forget the conditions that made it possible. Larger families, neighbourhood life, cousins, outdoor play, and slower communication created forms of belonging that today’s children may not automatically inherit.

Kavita is arguing for challenge designed with emotional safety, preparation, and recovery built into the experience.

Resilience, in her view, is often taught through slogans. Children are told to be strong, but productive struggle is rarely designed with care. They need difficulty without humiliation, responsibility without abandonment, and failure that helps them recover rather than failure that becomes a permanent label.

Her view of inclusion grows from the same belief. Inclusion includes children from different economic backgrounds, cultural contexts, family structures, learning profiles, and emotional realities. A genuinely inclusive school allows every child to be seen, heard, valued, challenged, and known beyond measured output.

Leadership Is Conduct Under Ordinary Pressure

Kavita’s own leadership formation gives her thinking practical honesty. She became a principal at twenty-eight, full of energy and the desire to change things quickly. Experience altered the rhythm of her leadership.

“I was full of energy, full of aggression, like I will change the world. I learned it the hard way that before that, I have to be very mindful of what I’m saying, what I’m doing, what I’m proposing.”

Her lesson was discipline: listen before speaking, think before speaking, and plan before speaking.

Schools are unusually sensitive institutions. Children watch leaders. Teachers watch leaders. Parents watch leaders. A leader’s credibility is shaped less by formal authority than by ordinary conduct.

What you say and what you do, if these are two different things, then no one can help you.

For Kavita, good school leadership is instructional and situational. Leaders have to understand learning closely enough to guide it, and context deeply enough to avoid mechanical decisions. They strengthen schools by creating conditions in which teachers, children, and systems become more capable.

The Work Ahead

The school of the future will still need curriculum, infrastructure, assessment, technology, management systems, and parent communication. Kavita’s argument asks leaders to put them in the right order.

Culture before scale. Teacher capability before curriculum claims. Judgment before answers. Problem statements before syllabus completion. Human discernment before technological fluency. Readiness before predictability.

The first crack may never show in the balance sheet. The first signs of strength will appear elsewhere: in the child who asks a better question, the teacher who still has room to think, the leader who chooses consistency over control, and the institution that prepares children not for the future adults imagined, but for the one they will actually have to meet.