AI harms learning
„AI will make homework faster and better, but students will learn less and perform worse on exams and the PISA test.”
Counter-narrative
Moderate or guided use is not harmful, a tutor giving tips does not worsen results, and lower scores may have other causes. Supporting studies indicate this: the OECD states moderate users perform similarly to non-users, and in a study of nearly 1,000 students, a tutor providing only tips did not lower exam scores.
Carriers
OECD (PISA 2025), World Bank, MIT committee, Australian AERO, Stanford researchers, international business press (Bloomberg, Fortune)
Analysis
According to the narrative, AI replaces the effort needed for learning, meaning less knowledge underlies better submissions. Its authority comes from PISA 2025 data, a World Bank summary, and an MIT report. Teacher accounts ("the illusion of learning") and opinion pieces urging rapid regulation reinforce this. The weakness is that, according to the OECD, moderate users perform similarly to non-users. A study of nearly 1,000 students and Stanford researchers indicate that the mode of use matters, not the tool itself. The media communicates figures like "1.5 years of lag" more strongly than correlation data supports.
What's at stake: Whether education policy treats AI as a cause of declining basic skills or as a side character.
Narrative sub-threads
Large-scale measurements: PISA and competency assessments
According to OECD PISA 2025, students not using chatbots for schoolwork achieved better results, while moderate users performed similarly to non-users. Citing the OECD, Bloomberg reported that AI used for school tasks could lead to a 1.5-year learning gap. Meanwhile, Hungarian results are at a historic low in PISA, and basic skills are dramatically poor in the 2026 competency assessment.
This strand relies on large-sample, system-level measurements instead of experiments (OECD PISA 2025, Hungarian national competence assessment). It shows that usage and weaker results go together, not a causal link.
→ lasting · evidence: strongBetter homework, worse exams
Research and experiments indicate AI improves or speeds up homework and submitted work but does not improve exam results; in fact, it worsens them. In a study involving nearly 1,000 students, ChatGPT reduced exam scores by 17 percent.
This branch directly measures the gap between task and exam performance, using research and experimental evidence rather than national measurements or surveys.
→ lasting · evidence: moderateOverly helpful AI tutors
Overly helpful or praising AI tutors, and teen modes that still solve homework, mainly reinforce the appearance of learning. Limited-functionality tutors that slow the student down, however, may improve recovery from mistakes despite slower practice.
This branch focuses on product design, specifically when the tool assists and when it holds back. Its actors are edtech developers, benchmark creators, and testers.
→ lasting · evidence: moderateCognitive surrender and declining thinking
Educators and researchers say students are handing over thinking to AI and turning to it at the first sign of difficulty. This may weaken independent problem-solving and judgment, creating an illusion of learning.
This branch describes the mechanism of losing cognitive effort. It is based on educator experience and surveys, an MIT panel report, Stanford researchers, and an AAMC analysis, not on scores.
→ lasting · evidence: moderateOutsourcing of homework
Surveys show that a large share of teenagers use AI for schoolwork; in one US survey, 70 percent do. In Hungary, half of secondary school students leave their homework to AI, and nearly half of those using it for school purposes accept chatbot information without checking it. Of British students, 73 percent do not disclose the role of AI in submitted work.
This branch documents the spread and mode of use through student and teacher surveys, not learning outcomes.
Sub-thread stories
Large-scale measurements: PISA and competency assessments
OECD: students who use AI chatbots for schoolwork score lower in PISAstudentResults differ between moderate, deliberate use and use that replaces thinking.teacherTasks should be designed so that students do not use AI to replace their own thinking.school leaderSchool leaders can cite the OECD data when drafting institutional AI policies.parentAt home, parents should have children treat chatbots as a supplement to learning, not a tool for getting answers.education policymakerThe PISA data are a main source of arguments for AI regulation and curriculum direction.edtech companyProducts must show that they support learning rather than replace it.PISA 2025: Hungarian results at historic low, about a third of students use AI for writingstudentAbout a third of Hungarian students are among those who use AI for written tasks.teacherThe forthcoming AI guide and strategy will set the framework for classroom use.school leaderThe results put pressure on schools to rethink institutional AI rules and skills development.parentGiven the results, parents should pay attention to what their child uses AI for in homework.education policymakerDeveloping a national AI strategy and guide is now on the agenda.edtech companyIn the Hungarian education AI market, the framework of the guide and strategy will be decisive.OECD: using AI for schoolwork leaves students 1.5 years behind, PISA 2025 findseducation policymakerBased on the PISA data, policymakers need to regulate the difference between AI that supports learning and AI that replaces the task.teacherTeachers should design homework and assignments so that AI does not take over the thinking.studentUsing AI as a tutor versus as a shortcut can lead to different learning outcomes.parentParents should ask whether their child uses the chatbot to get explanations or to have the task solved.Hungary's 2026 national competence assessment shows sharp decline in pupils' basic skillsteacherStrengthening basic skills cannot be replaced by AI tools.school leaderHelping pupils who have fallen behind catch up should take priority over introducing AI.education policymakerThe decline in basic skills is a precondition for any AI education programmes.parentStrengthening basic skills at home cannot be replaced by AI tools.
Better homework, worse exams
Studies: AI speeds up homework, but test results get worsestudentHomework that relies on ready-made answers does not build knowledge usable in exams.teacherHomework results alone do not show knowledge, so exam-style checks are needed.school leaderAI policies must address learning outcomes, not just cheating.parentGood homework finished quickly does not guarantee knowledge; it is worth asking for an oral explanation.education policymakerAI rollouts need to be accompanied by measurement of learning outcomes.edtech companyProduct impact will have to be demonstrated with exam-based results.World Bank: AI raises homework scores but lowers exam resultsteacherHomework scores do not reflect knowledge; exams and in-class assessments remain necessary.studentA good homework score earned with AI is no guarantee of success in an exam.education policymakerAn argument against unrestricted AI use in the regulatory debate.Studies: ChatGPT homework help can lower exam scores, while a hint-giving AI tutor did notteacherA hint-giving AI tutor and a chatbot that gives ready answers have different effects, so assignments should be set accordingly.studentIf you ask AI for the finished solution, you can expect worse exam results.parentWhen helping with homework, a tool that gives hints is safer than a chatbot that gives the solution.Australian evidence body names 'performance paradox': AI improves task results but reduces learningteacherAllow AI at stages where it does not replace the effort of learning.school leaderMeasure implementation guidelines by learning outcomes, not by task completion.
Overly helpful AI tutors
AI tutors praise instead of teaching, and students may only look like they are learningteacherAssessment has to measure the process and understanding, not just the finished product.studentIf AI only affirms and does not teach, ask it for explanations and practice, not just the solution.edtech companyDemonstrable learning gains, not praise, will become the yardstick.Ai2 introduces TutorMoments, a test of whether AI tutors know when to help and when to hold backedtech companyA new evaluation criterion for developing tutor bots: the timing of intervention can be measured.teacherWhen choosing an AI tutor, it is worth checking when it offers help and when it lets the student think.TutorMoments benchmark finds AI tutors over-help studentsedtech companyTutoring products need to give fewer ready-made answers and more guidance.teacherUse of AI tutors should be steered so they do not do the task for the student.studentExcessive help can reduce the effectiveness of learning.Study: AI tutor that makes students review mistakes may improve math performanceteacherAI use can be designed so that students must review their mistakes instead of being handed quick solutions.edtech companyTutor designs that build in slowing down and error analysis now have research backing.studentSlower practice that reflects on mistakes may bring more in the long run than a quick answer.parentWhen choosing a homework-help tool, check whether it asks the child to think through mistakes.6,997-student trial: AI tutor slows math practice but aids recovery after mistakesteacherThe tool can help students learn from mistakes, but the pace of practice needs to be monitored.edtech companyThe dual effect measured in a large sample is a reason to measure the effects on speed and on learning separately.Research on AI tutors: targeted instruction is promising, but chatbots can reduce student effortteacherAn AI tutor is effective when it forces the student to think through their mistake.edtech companyDesign that slows learning and has students work through their errors is the more effective direction.education policymakerEvidence on the educational benefits of AI is disputed, so it is worth asking for independent data before procurement.Why middle schoolers abandon AI maths tutors when asked to thinkteacherWhen designing AI tutors, one must allow for students avoiding steps that require thinking.edtech companyKeeping students persistent is a key issue in tutor design.ChatGPT for Teens still does homework and raises safety concerns, tests findparentTurning on teen mode does not guarantee that a child will not be given a ready-made answer, so it is worth reviewing their use together from time to time.teacherAssignments should be designed so that asking for a ready-made answer does not solve them.studentAccording to the tests, teen mode does not stop the system from doing the task for you, which undermines your own learning.
Cognitive surrender and declining thinking
Professors retire early as AI cheating pushes burnout; ban debatedteacherBurnout is growing among instructors because of AI cheating, which calls for rethinking assessment.school leaderInstead of a ban, fairness and transparency considerations need to be taken into account.Medical education: AAMC and Guardian warn of de-skilling and never-skilling risks from reliance on AIuniversity studentMedical students must deliberately practise independent decision-making rather than simply follow AI suggestions.teacherTraining should keep deliberately built-in difficulties to preserve the development of judgment.education policymakerRules on AI in clinical training should be shaped around the risk of skill loss.Teachers worry AI threatens critical thinking and screen time, surveys findteacherColleagues' concern about critical thinking justifies rethinking assignment design.school leaderTeaching staff are open to AI but also want screen-free elements.education policymakerTeachers' views limit the pace of rapid rollout.More than 60% of Harvard faculty say AI harms their coursesteacherWith instructors free to set their own rules, communicating course-level rules is key.university studentStudents should expect AI rules to differ from course to course.MIT report warns AI causes 'cognitive surrender' among US college studentsuniversity studentThe report highlights the risk of students becoming dependent on AI, so they should start an assignment on their own before turning to it.teacherTeachers should shape assessment so that it measures actual knowledge.parentA child's AI use for homework may replace thinking, so parents should watch how it is used.Educators say AI is harming students' ability to think: 'the illusion of learning'teacherTasks need to include stages that require independent thinking.studentQuickly leaning on AI may come at the expense of understanding.university studentGiving up independent problem-solving may weaken skills over the long term.Tata school principal: AI can wean children off thinking altogetherschool leaderStudent views can also be gathered for school AI policy, as was done in Tata.teacherPreserving independent thinking is a central consideration in designing assignments.82% of Indian students fear AI speeds up work at the cost of deep learningstudentStudents themselves sense the risk of superficial learning, so it is worth choosing deliberately how to use AI.teacherAssignments should be designed so that, beyond speeding up work with AI, they also require deep understanding.Stanford researchers warn AI can undermine learning when students rely on it to thinkteacherSet tasks in which AI cannot take over the thinking.studentAI cannot replace independent thinking in learning.parentSupplement a child's study habits with practice done without AI.
Outsourcing of homework
Survey: 70% of teens use AI for schoolwork, but rules are lackingschool leaderClear, written AI-use rules are needed, because most students already use the tools.teacherDesign assignments so that thinking stays visible, and ask students to critically assess AI answers.parentAsk your child what they use AI for in homework.education policymakerThe report calls for regulatory and training frameworks in schools.edtech companyDemand is growing for materials that build human skills, such as the Common Sense curriculum.Canadian survey: four in 10 teachers in grades 6–12 say over half of students use AI for homeworkteacherIn-class, supervised written tasks may play a bigger role as homework becomes less reliable.education policymakerTeachers' experiences justify rethinking assessment and curriculum directions.parentHomework may be done with AI help, so it is worth clarifying expectations with the child.Surveys: most US students use AI, but school rules lag behindstudentMost use it but suspect it harms their learning, so it is worth consciously regulating their own use.teacherTeachers cannot count on a uniform school rule, so they need to communicate their own assignment-level rules.school leaderThe absence of an institutional AI policy affects most students, so creating one is urgent.parentIt is worth asking their child about the school's AI rules.education policymakerThe gap between use and regulation justifies developing framework rules.Hungarian reports on teens and AI: YPulse survey and some adolescents turning awayteacherAI-assisted completion of assignments is still present, and assessment needs to be adjusted accordingly.parentTeens' attitude to AI is mixed, so it is worth asking them about their own experiences.studentPeers' use and rejection of AI are both present, with no uniform pattern.Half of Hungarian teenagers use AI to do their homework, survey findsteacherWhen grading homework, teachers should assume that half of students use AI.parentIt is worth discussing with children how they use AI for homework.studentHalf of their peers use AI, but for the teacher what counts is the student's own knowledge.Virginia Tech study: students mostly ask ChatGPT to write the essay itselfteacherMaking usage visible may be more effective than detection in curbing requests for ready-made text.university studentIf your workflow is visible, you are less likely to hand the whole essay over to the machine.Half of secondary school students leave their homework to AI, study findsteacherHomework formats and the way work is checked are worth changing if half of students leave it to AI.parentIt is worth asking your child whether they check the AI's answers.studentTaking over chatbot answers without checking them can lead to mistakes.73% of UK pupils pass off AI-made homework as their own, GoStudent survey findsteacherTeachers need to teach the rules and the way of disclosing AI use.school leaderStructured AI-use teaching needs to be introduced.studentThe role of AI should be disclosed in submitted work.parentIt is worth asking the child what AI help they used for homework.
Google search interest
Hungary
| Topic and search term | Weekly | Average |
|---|---|---|
| AI harms learningimpact of AI on learning | 0 | |
| Large-scale measurements: PISA and competency assessmentsPISA results | 1.1 | |
| Better homework, worse examsChatGPT homework | 0.1 | |
| Overly helpful AI tutorsai tutor | 0.8 | |
| Cognitive surrender and declining thinkingAI and cognitive decline | 0 | |
| Outsourcing of homeworkAI cheating in schools | 0 |
World
| Topic and search term | Weekly | Average |
|---|---|---|
| AI harms learningai harms learning | 0 | |
| Large-scale measurements: PISA and competency assessmentspisa results | 6 | |
| Better homework, worse examschatgpt homework | 0.9 | |
| Overly helpful AI tutorsai tutor | 13.9 | |
| Cognitive surrender and declining thinkingcognitive offloading | 3 | |
| Outsourcing of homeworkstudents using ai | 0 |
Google Trends relative search index over the period studied, weekly average. A narrative and its sub-threads appear in a single comparison: 100 is the group's most-searched day, and the figures can only be compared within the group. The search term was chosen by machine analysis; it measures how much the term is searched, not how widespread the narrative is.
Who is affected and how
- student
- Requesting ready-made answers on exams backfires; asking for hints does not. It is better to use AI for reviewing errors and asking questions, not for solving tasks.
- teacher
- If the grade depends on the submission, the measurement assesses AI use, not knowledge; it is worth shifting weight to in-class, supervised performance.
- parent
- Better homework does not mean more knowledge. Occasionally ask your child to explain the solution without help.
- education policymaker
- PISA data is correlational; causal evidence requires a controlled study of one's own. It is worth measuring which usage patterns worsen exam results.
Hungary
At PISA 2025, Hungarian students performed worse than ever before in reading and mathematics. Nearly a third use artificial intelligence for written tasks, while the 2026 competency assessment shows deeply deteriorated basic skills. According to research described by Transtelex, half of high school students entrust their homework to AI. Nearly half of those using it for school purposes accept chatbot information without verification.
PISA 2025: Hungarian results at historic low, about a third of students use AI for writingstudentAbout a third of Hungarian students are among those who use AI for written tasks.teacherThe forthcoming AI guide and strategy will set the framework for classroom use.school leaderThe results put pressure on schools to rethink institutional AI rules and skills development.parentGiven the results, parents should pay attention to what their child uses AI for in homework.education policymakerDeveloping a national AI strategy and guide is now on the agenda.edtech companyIn the Hungarian education AI market, the framework of the guide and strategy will be decisive.Half of secondary school students leave their homework to AI, study findsteacherHomework formats and the way work is checked are worth changing if half of students leave it to AI.parentIt is worth asking your child whether they check the AI's answers.studentTaking over chatbot answers without checking them can lead to mistakes.Hungary's 2026 national competence assessment shows sharp decline in pupils' basic skillsteacherStrengthening basic skills cannot be replaced by AI tools.school leaderHelping pupils who have fallen behind catch up should take priority over introducing AI.education policymakerThe decline in basic skills is a precondition for any AI education programmes.parentStrengthening basic skills at home cannot be replaced by AI tools.
Weekly trend
Turning points
OECD: students who use AI chatbots for schoolwork score lower in PISAThe OECD PISA 2025 report turned anecdotal concerns into international performance dataMIT report warns AI causes 'cognitive surrender' among US college studentsThe MIT committee's August report's concept of 'cognitive surrender' gave a name and label to the phenomenon, which several media outlets repeated from mid-September.Studies: ChatGPT homework help can lower exam scores, while a hint-giving AI tutor did notAccording to a study involving nearly a thousand students, ChatGPT reduced exam scores by 17 percent, while the tutor providing tips did not, narrowing the debate to the mode of use.Australian evidence body names 'performance paradox': AI improves task results but reduces learningAERO's 'performance paradox' set the frame: better task, less learning.
Related narratives in the News magazine
Supporting stories
AI tutors praise instead of teaching, and students may only look like they are learningteacherAssessment has to measure the process and understanding, not just the finished product.studentIf AI only affirms and does not teach, ask it for explanations and practice, not just the solution.edtech companyDemonstrable learning gains, not praise, will become the yardstick.Medical education: AAMC and Guardian warn of de-skilling and never-skilling risks from reliance on AIuniversity studentMedical students must deliberately practise independent decision-making rather than simply follow AI suggestions.teacherTraining should keep deliberately built-in difficulties to preserve the development of judgment.education policymakerRules on AI in clinical training should be shaped around the risk of skill loss.Survey: 70% of teens use AI for schoolwork, but rules are lackingschool leaderClear, written AI-use rules are needed, because most students already use the tools.teacherDesign assignments so that thinking stays visible, and ask students to critically assess AI answers.parentAsk your child what they use AI for in homework.education policymakerThe report calls for regulatory and training frameworks in schools.edtech companyDemand is growing for materials that build human skills, such as the Common Sense curriculum.Canadian survey: four in 10 teachers in grades 6–12 say over half of students use AI for homeworkteacherIn-class, supervised written tasks may play a bigger role as homework becomes less reliable.education policymakerTeachers' experiences justify rethinking assessment and curriculum directions.parentHomework may be done with AI help, so it is worth clarifying expectations with the child.Surveys: most US students use AI, but school rules lag behindstudentMost use it but suspect it harms their learning, so it is worth consciously regulating their own use.teacherTeachers cannot count on a uniform school rule, so they need to communicate their own assignment-level rules.school leaderThe absence of an institutional AI policy affects most students, so creating one is urgent.parentIt is worth asking their child about the school's AI rules.education policymakerThe gap between use and regulation justifies developing framework rules.Studies: AI speeds up homework, but test results get worsestudentHomework that relies on ready-made answers does not build knowledge usable in exams.teacherHomework results alone do not show knowledge, so exam-style checks are needed.school leaderAI policies must address learning outcomes, not just cheating.parentGood homework finished quickly does not guarantee knowledge; it is worth asking for an oral explanation.education policymakerAI rollouts need to be accompanied by measurement of learning outcomes.edtech companyProduct impact will have to be demonstrated with exam-based results.OECD: students who use AI chatbots for schoolwork score lower in PISAstudentResults differ between moderate, deliberate use and use that replaces thinking.teacherTasks should be designed so that students do not use AI to replace their own thinking.school leaderSchool leaders can cite the OECD data when drafting institutional AI policies.parentAt home, parents should have children treat chatbots as a supplement to learning, not a tool for getting answers.education policymakerThe PISA data are a main source of arguments for AI regulation and curriculum direction.edtech companyProducts must show that they support learning rather than replace it.PISA 2025: Hungarian results at historic low, about a third of students use AI for writingstudentAbout a third of Hungarian students are among those who use AI for written tasks.teacherThe forthcoming AI guide and strategy will set the framework for classroom use.school leaderThe results put pressure on schools to rethink institutional AI rules and skills development.parentGiven the results, parents should pay attention to what their child uses AI for in homework.education policymakerDeveloping a national AI strategy and guide is now on the agenda.edtech companyIn the Hungarian education AI market, the framework of the guide and strategy will be decisive.OECD: using AI for schoolwork leaves students 1.5 years behind, PISA 2025 findseducation policymakerBased on the PISA data, policymakers need to regulate the difference between AI that supports learning and AI that replaces the task.teacherTeachers should design homework and assignments so that AI does not take over the thinking.studentUsing AI as a tutor versus as a shortcut can lead to different learning outcomes.parentParents should ask whether their child uses the chatbot to get explanations or to have the task solved.MIT report warns AI causes 'cognitive surrender' among US college studentsuniversity studentThe report highlights the risk of students becoming dependent on AI, so they should start an assignment on their own before turning to it.teacherTeachers should shape assessment so that it measures actual knowledge.parentA child's AI use for homework may replace thinking, so parents should watch how it is used.Educators say AI is harming students' ability to think: 'the illusion of learning'teacherTasks need to include stages that require independent thinking.studentQuickly leaning on AI may come at the expense of understanding.university studentGiving up independent problem-solving may weaken skills over the long term.Reports link falling test scores to Google's school AI push and teens' AI usestudentThe articles say dependence slows thinking, so it is worth solving the harder part of an assignment yourself.teacherDesign assignments so that AI does not take over the thinking.parentAsk your children what schoolwork they use chatbots for.education policymakerCausation is not proven, but given the pattern it is worth measuring the relationship between AI use and performance.World Bank: AI raises homework scores but lowers exam resultsteacherHomework scores do not reflect knowledge; exams and in-class assessments remain necessary.studentA good homework score earned with AI is no guarantee of success in an exam.education policymakerAn argument against unrestricted AI use in the regulatory debate.Studies: ChatGPT homework help can lower exam scores, while a hint-giving AI tutor did notteacherA hint-giving AI tutor and a chatbot that gives ready answers have different effects, so assignments should be set accordingly.studentIf you ask AI for the finished solution, you can expect worse exam results.parentWhen helping with homework, a tool that gives hints is safer than a chatbot that gives the solution.Canadian op-ed says AI chatbots have set back teens' learning and calls on governments to acteducation policymakerData pointing to learning gaps adds urgency to calls for regulatory action.parentBecause of the learning gap among teens who use AI daily, it is worth discussing how they use it.Australian evidence body names 'performance paradox': AI improves task results but reduces learningteacherAllow AI at stages where it does not replace the effort of learning.school leaderMeasure implementation guidelines by learning outcomes, not by task completion.Half of secondary school students leave their homework to AI, study findsteacherHomework formats and the way work is checked are worth changing if half of students leave it to AI.parentIt is worth asking your child whether they check the AI's answers.studentTaking over chatbot answers without checking them can lead to mistakes.Hungary's 2026 national competence assessment shows sharp decline in pupils' basic skillsteacherStrengthening basic skills cannot be replaced by AI tools.school leaderHelping pupils who have fallen behind catch up should take priority over introducing AI.education policymakerThe decline in basic skills is a precondition for any AI education programmes.parentStrengthening basic skills at home cannot be replaced by AI tools.Stanford researchers warn AI can undermine learning when students rely on it to thinkteacherSet tasks in which AI cannot take over the thinking.studentAI cannot replace independent thinking in learning.parentSupplement a child's study habits with practice done without AI.
Machine analysis based on story titles and summaries, with a verification pass. The source of the facts is the article linked at each story.