Back to oral exams and paper
„Homework is dead; knowledge must be verified through oral defenses, handwritten work, and proctored exams.”
Counter-narrative
Reversal is expensive and hard to scale. Process evaluation and tasks performed with AI are better answers; moreover, AI glasses bypass supervised exams. This is represented by reform-oriented education developers and universities moving toward regulated AI use instead of bans.
Carriers
Danish government, New South Wales government, University of Melbourne and other universities, South Korean universities and Ministry of Education., Nature, university lecturers
Analysis
According to the narrative, authentic assessment is only possible where students demonstrate knowledge personally without AI. This is fueled by the weakness of AI detectors. The Danish government represents this stance via official decision, New South Wales is considering banning homework, and universities are joining. The interest lies with educators, who regain the ability to verify knowledge. A weakness is teacher time, as oral defenses impose a significant additional burden. Cases involving AI glasses in South Korea show that supervision can also be circumvented. Debates on the future of submissions and theses indicate that the change is structural, not transitional.
What's at stake: Whether schools can credibly measure what students know again, and the associated teacher time cost.
Narrative sub-threads
Governments mandate oral defenses
High school assessments are centrally regulated by governments. Denmark makes oral defense of high school essays mandatory and places part of the tasks under supervised school conditions. The New South Wales government issued rules on AI use in home HSC assessments and is considering banning home assessment tasks.
Here, the state decides, not the teacher; the mechanism involves government measures and assessment rules at the secondary level (Danish gymnasium, NSW HSC).
→ lasting · evidence: moderateOral, handwritten and in-class assessment
Universities and professors are independently introducing oral exams, handwritten essays, in-class assignments, and analog courses. Examples include the University of Melbourne's in-person exams and the University of Chicago's analog foundational courses. The driving force is AI cheating, and reports also indicate that AI detectors have failed to deliver.
Bottom-up institutional and educational practices driven by AI fraud and partly by the failure of detectors. The evidence consists of case studies and practical reports, not legislation.
↗ rising · evidence: moderateHomework loses its evaluative role
Homework is increasingly failing to measure knowledge. Evidence cited by the World Bank shows that AI use improves homework scores but worsens exam results. Consequently, schools and teachers are rethinking homework, with a UC Berkeley mathematics professor now grading only on submission.
It specifically targets homework as an assessment form, supported by research evidence: submitted work and exam results diverge.
↗ rising · evidence: strongAI glasses in the proctored exam
AI smart glasses also make supervised, in-person exams vulnerable. In South Korea, AI glasses were used to cheat on several university entrance essay exams. In a parliamentary inquiry, AI glasses solved a Suneung question. The response at the university level is stricter monitoring, bans, and criminal complaints: the University of Seoul filed complaints against two applicants and banned them for three years. The government plans criminal liability and a three-year ban for CSAT cheaters. US school districts are banning the device.
It is not about the credibility of remote work, but about the fact that the supervised exam intended as an escape route is also vulnerable. It relies mainly on South Korean admission cases and the sanctions imposed on them.
↗ rising · evidence: weakHungarian debates on assignments and theses
The Hungarian professional community is seeking authentic accountability through guidelines, templates, manuals, and debates. MOME regulates AI use instead of banning it. The future of submissions and theses has also become uncertain.
Domestic actors are leading. The evidence is mostly not implemented practice, but professional guidelines, document templates, manuals, and opinion pieces; the only example of institutional regulation is MOME.
Sub-thread stories
Governments mandate oral defenses
Denmark requires oral defences of essays in upper-secondary schools to curb AI cheatingstudentStudents must be able to defend a submitted essay orally, so they need to build knowledge behind the text, not just the text.teacherTeachers must build oral defences and more supervised, in-school written assignments into assessment.school leaderSchool leaders must reorganise assessment arrangements and timetables to fit oral defences and supervised written sessions.education policymakerThe Danish approach is a working model and an alternative to take-home essays and AI detectors; it is worth following how the rollout goes.New South Wales considers banning take-home assessments to curb AI use in schoolsteacherAssignments need to be redesigned as tasks that can be completed at school under supervision.studentThe range of assessed work done at home may shrink.school leaderSupervised assessment will demand more time and space.education policymakerOverhauling the assessment system could serve as a regulatory tool against AI cheating.Denmark requires upper-secondary pupils to defend essays orally to counter AI cheatingteacherSubmitted work can be checked through an oral conversation.studentIt is not enough to hand in a homework essay; you must be able to explain it.school leaderOral defences require time and organisational capacity.education policymakerRedesigning the form of assessment instead of relying on detectors.NSW issues new rules on AI in take-home HSC assessmentsstudentStudents must follow the new AI-use rules in HSC assessments.teacherTake-home assignments must be designed and checked in line with the new rules.school leaderSchool processes must be aligned with the state requirements.Denmark turns to oral exams to counter AI cheating in upper secondary schoolsstudentShould prepare for more oral assessment.teacherRedesigning exams means extra work and new assessment methods.education policymakerThe nationwide response could serve as a model for other countries.school leaderExam organisation will have to be reworked.
Oral, handwritten and in-class assessment
AI glasses, hidden prompts, handwritten exams: universities rethink exam securityuniversity studentExam rules may cover AI glasses and hidden traps, and the risk of being caught cheating is high.teacherCan choose among hidden prompts, handwritten exams and invigilation; each method has consequences.school leaderExam regulations need to name wearable devices explicitly.education policymakerEducators have called for rules on the use of AI in universities.AI in schools brings back pen and paperteacherHandwritten classroom tasks are easier to verify.studentPaper-based assessment may become more widespread.school leaderRules on device use and assessment need to be updated.Oral and in-person exams return as AI cheating growsteacherAssessment is worth redesigning so that knowledge can be shown in person, though oral exams have their own limits.university studentMore and more courses require preparing for in-person or oral exams.school leaderThe evidentiary value of work written at home is in question, so exam arrangements need review.education policymakerExam regulation must respond to AI.University of Chicago bans technology and AI in social sciences core coursesuniversity studentIn the affected core courses, students may not use AI or digital devices in class.teacherCourse policies and assessment methods must be adapted to the ban.education policymakerThis is an example of different AI rules coexisting within one institution.Universities move toward AI-proof assessment: oral defences, traps and rethought examsuniversity studentCan expect oral defences and stricter exam conditions.teacherAlongside take-home essays, oral and supervised assessment is needed.school leaderExam arrangements and supervision tools need to be reconsidered.education policymakerThe Danish example shows that immediate exam-rule changes are possible at national level.edtech companyDemand is growing for proctoring and assessment tools.Teachers and professors shift exams toward proving students are learning as AI glasses pass proctored teststeacherShould move to oral, process-based or in-person assessment.university studentProving their own workflow may matter more in assessment.school leaderExam-security procedures need to be adapted to AI tools.edtech companyDemand is growing for exam-security and proctoring tools.US law schools respond to AI with laptop bans and new tech coursesuniversity studentLaw schools may introduce laptop bans and new AI courses.teacherThe response to AI can be planned at course level: ban it or teach it.AI detectors are pushing colleges back to handwritten learninguniversity studentPart of assessment may return to supervised, handwritten form.teacherSupervised handwritten work may be an alternative to relying on detectors.Schools and teachers return to written and conversation-based assessmentteacherShowing the learning process and an oral conversation are alternatives to traditional take-home assignments.studentExplaining one's own thinking may become more important in assessment.US universities turn away from AI detectors amid 'homework scams'teacherAn AI detector's result cannot be the only evidence; assessment should shift toward oral and in-person formats.university studentBecause the tools used to raise suspicion are unreliable, it is worth keeping evidence of your writing process.education policymakerPolicies built on detectors should be reviewed.US teachers revive oral exams and handwriting to counter AIteacherIt is worth redesigning assessment into in-class, oral or handwritten formats.studentExpect more oral and in-class assessment.university studentUniversity exam rules are changing because of AI.
Homework loses its evaluative role
AI prompts Dutch secondary schools to rethink homeworkteacherThe form and assessment of homework need to be redesigned in light of AI use.school leaderSchool-wide homework rules may become necessary.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.The end of homework? Teachers grapple with AI cheatingteacherAlongside take-home assignments, it is worth planning in-class or oral checks.studentThe value of take-home work done with AI is falling, while checking for understanding is gaining weight.school leaderSchools need to set an institutional rule on the role of homework and the use of AI.parentRather than helping with homework, the parent's task may be to follow the learning process.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.UC Berkeley maths professor sees 'no point' in grading homework because of AIteacherThe role and grading weight of homework need to be rethought.university studentHomework may count for less in end-of-term assessment.Fields Medal-winning mathematics professor now grades homework only on submission, citing AIteacherIt is worth shifting the weight of assessment from homework to settings where knowledge can be measured without AI.university studentHomework may count for less as assessed work, with knowledge tested elsewhere.education policymakerThe assessment role of homework may also come up for review in higher-education regulations.
AI glasses in the proctored exam
South Korean exam cheats switch to AI-powered smart glasseseducation policymakerExam security rules must also cover wearable AI devices.teacherIn supervision, smart glasses must be checked alongside traditional phones.studentUsing such devices counts as exam cheating, with consequences.School districts extend phone bans to AI smart glassesschool leaderSmart glasses need to be named explicitly in school policies.teacherTeachers supervising classes need to watch for AI-enabled wearable devices too.parentBringing new devices to school may be restricted.AI glasses solve Suneung exam question during South Korean parliamentary audit, raising cheating concernseducation policymakerWearable AI devices threaten the security of national exams.studentWearable AI devices may be added to the list of items banned in exams.Student caught using AI smart glasses in Yonsei entrance exam; South Korean universities tighten securityteacherExam invigilators must prepare to recognise wearable AI devices and to rework their checking procedures.education policymakerExam rules must be extended to wearable devices, because the traditional ban on phones and watches is no longer enough.university studentAdmission and exam regulations may treat wearable AI devices as prohibited aids.AI glasses and online cheating at South Korean universities: more than 600 students to retake examuniversity studentUsing AI glasses in an exam can lead to sanctions, including a criminal complaint.teacherOnline and AI-glasses exams require new methods of supervision.education policymakerExam security rules need to be adapted to new wearable devices.South Korea plans criminal charges and three-year exam ban for cheating with AI glassesstudentCheating with AI glasses could bring criminal consequences and a three-year exam ban.education policymakerWearable AI devices are a new threat to exam security and need to be regulated.University of Seoul files police complaint against applicants who used AI smart glasses at examuniversity studentCheating with smart glasses has legal consequences.school leaderExam security needs to be extended to new wearable devices.education policymakerRegulation and sanctions for exam cheating are coming into focus.
Hungarian debates on assignments and theses
Annexes and templates published for the guide on AI in school assessmentteacherThe templates allow teachers to document AI use in assignments consistently.school leaderSchool leaders can adapt the templates to their institutional policies.MOME does not ban AI but regulates its use; future of the thesis in questionuniversity studentAI use is permitted, but within a regulated framework.teacherThe assessment of theses needs to be rethought.education policymakerReviewing thesis requirements may also be a national question.Modern Iskola publishes handbook on assessing student work in an AI environmentteacherThe handbook offers professional guidance for reshaping testing and assessment in the AI era.school leaderThe shift in testing culture is worth planning at institutional level as well.Innovative Training Support Centre: how can student performance be assessed credibly in the age of AI?teacherIt can offer professional guidance for rethinking assessment.school leaderThe material is worth following when reshaping assessment practices.AI may rewrite university assessment as the age of take-home assignments could endteacherCourse assessment methods need to be redesigned, because the traditional take-home assignment increasingly fails to demonstrate individual knowledge.university studentAssessment may shift from take-home assignments toward in-person, verified independent work.Will theses survive the age of AI? Hungarian debate over the 'AI pencil case'university studentThe form of the final thesis and the rules on AI use may change, so clarify with your supervisor in advance what is permitted.education policymakerAn institution-level decision is needed on the role of the thesis and on alternative assessment.
Google search interest
Hungary
| Topic and search term | Weekly | Average |
|---|---|---|
| Back to oral exams and paperoral exam | 0.2 | |
| Governments mandate oral defensesoral school-leaving exam (matura) | 11.2 | |
| Oral, handwritten and in-class assessmenthandwritten assignment | 0 | |
| Homework loses its evaluative rolehomework | 1.8 | |
| AI glasses in the proctored examsmart glasses | 0.4 | |
| Hungarian debates on assignments and thesesszakdolgozat ai | 2.4 |
World
| Topic and search term | Weekly | Average |
|---|---|---|
| Back to oral exams and paperoral exams | 1.8 | |
| Governments mandate oral defensesoral defense | 8.6 | |
| Oral, handwritten and in-class assessmenthandwritten exams | 0 | |
| Homework loses its evaluative rolehomework ai | 22.1 | |
| AI glasses in the proctored examai glasses cheating | 0 | |
| Hungarian debates on assignments and thesesthesis ai | 48.4 |
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
- The oral defense reveals what was actually understood. If working with AI, be prepared to explain every sentence.
- university student
- The weight of the thesis and submission may decrease, while the weight of the exam and defense increases. In South Korea, Seoul University reported and banned AI-glasses-cheating applicants for three years. The government plans criminal liability and a three-year ban for the CSAT exam.
- teacher
- The oral format is time-consuming. It is advisable to require short, sampled oral checks for certain written assignments instead of having every paper defended orally.
- school leader
- Supervised in-class writing requires more hours and rooms. Exam regulations must be planned in advance, and phone bans must extend to smart glasses.
- education policymaker
- Denmark has already rewritten high school exams, New South Wales is considering banning homework with exceptions. Exam rules must specify which parts can be done at home.
Hungary
In early October, the Hungarian higher-education debate concerns the declining role of coursework assignments and the future of the thesis. An 'AI pencil case' model was floated, and universities may move toward regulated use rather than bans. There is no sign of a specific domestic institutional decision in the period reviewed.
AI may rewrite university assessment as the age of take-home assignments could endteacherCourse assessment methods need to be redesigned, because the traditional take-home assignment increasingly fails to demonstrate individual knowledge.university studentAssessment may shift from take-home assignments toward in-person, verified independent work.Will theses survive the age of AI? Hungarian debate over the 'AI pencil case'university studentThe form of the final thesis and the rules on AI use may change, so clarify with your supervisor in advance what is permitted.education policymakerAn institution-level decision is needed on the role of the thesis and on alternative assessment.
Weekly trend
Turning points
Denmark requires oral defences of essays in upper-secondary schools to curb AI cheatingDenmark's mandatory oral defense provided a national model for the analog turn.Student caught using AI smart glasses in Yonsei entrance exam; South Korean universities tighten securityA cheater caught using AI glasses at Yonsei University's entrance exam showed that proctored exams are not secure, leading to stricter physical checks.Fields Medal-winning mathematics professor now grades homework only on submission, citing AIA Fields Medal-winning professor awards points only for submission, so a respected instructor has publicly given up on grading homework.
Supporting stories
AI glasses, hidden prompts, handwritten exams: universities rethink exam securityuniversity studentExam rules may cover AI glasses and hidden traps, and the risk of being caught cheating is high.teacherCan choose among hidden prompts, handwritten exams and invigilation; each method has consequences.school leaderExam regulations need to name wearable devices explicitly.education policymakerEducators have called for rules on the use of AI in universities.Denmark requires oral defences of essays in upper-secondary schools to curb AI cheatingstudentStudents must be able to defend a submitted essay orally, so they need to build knowledge behind the text, not just the text.teacherTeachers must build oral defences and more supervised, in-school written assignments into assessment.school leaderSchool leaders must reorganise assessment arrangements and timetables to fit oral defences and supervised written sessions.education policymakerThe Danish approach is a working model and an alternative to take-home essays and AI detectors; it is worth following how the rollout goes.New South Wales considers banning take-home assessments to curb AI use in schoolsteacherAssignments need to be redesigned as tasks that can be completed at school under supervision.studentThe range of assessed work done at home may shrink.school leaderSupervised assessment will demand more time and space.education policymakerOverhauling the assessment system could serve as a regulatory tool against AI cheating.AI in schools brings back pen and paperteacherHandwritten classroom tasks are easier to verify.studentPaper-based assessment may become more widespread.school leaderRules on device use and assessment need to be updated.Oral and in-person exams return as AI cheating growsteacherAssessment is worth redesigning so that knowledge can be shown in person, though oral exams have their own limits.university studentMore and more courses require preparing for in-person or oral exams.school leaderThe evidentiary value of work written at home is in question, so exam arrangements need review.education policymakerExam regulation must respond to AI.South Korean exam cheats switch to AI-powered smart glasseseducation policymakerExam security rules must also cover wearable AI devices.teacherIn supervision, smart glasses must be checked alongside traditional phones.studentUsing such devices counts as exam cheating, with consequences.AI prompts Dutch secondary schools to rethink homeworkteacherThe form and assessment of homework need to be redesigned in light of AI use.school leaderSchool-wide homework rules may become necessary.Universities move toward AI-proof assessment: oral defences, traps and rethought examsuniversity studentCan expect oral defences and stricter exam conditions.teacherAlongside take-home essays, oral and supervised assessment is needed.school leaderExam arrangements and supervision tools need to be reconsidered.education policymakerThe Danish example shows that immediate exam-rule changes are possible at national level.edtech companyDemand is growing for proctoring and assessment tools.Teachers and professors shift exams toward proving students are learning as AI glasses pass proctored teststeacherShould move to oral, process-based or in-person assessment.university studentProving their own workflow may matter more in assessment.school leaderExam-security procedures need to be adapted to AI tools.edtech companyDemand is growing for exam-security and proctoring tools.Denmark turns to oral exams to counter AI cheating in upper secondary schoolsstudentShould prepare for more oral assessment.teacherRedesigning exams means extra work and new assessment methods.education policymakerThe nationwide response could serve as a model for other countries.school leaderExam organisation will have to be reworked.The end of homework? Teachers grapple with AI cheatingteacherAlongside take-home assignments, it is worth planning in-class or oral checks.studentThe value of take-home work done with AI is falling, while checking for understanding is gaining weight.school leaderSchools need to set an institutional rule on the role of homework and the use of AI.parentRather than helping with homework, the parent's task may be to follow the learning process.AI detectors are pushing colleges back to handwritten learninguniversity studentPart of assessment may return to supervised, handwritten form.teacherSupervised handwritten work may be an alternative to relying on detectors.Schools and teachers return to written and conversation-based assessmentteacherShowing the learning process and an oral conversation are alternatives to traditional take-home assignments.studentExplaining one's own thinking may become more important in assessment.AI may rewrite university assessment as the age of take-home assignments could endteacherCourse assessment methods need to be redesigned, because the traditional take-home assignment increasingly fails to demonstrate individual knowledge.university studentAssessment may shift from take-home assignments toward in-person, verified independent work.AI glasses solve Suneung exam question during South Korean parliamentary audit, raising cheating concernseducation policymakerWearable AI devices threaten the security of national exams.studentWearable AI devices may be added to the list of items banned in exams.Will theses survive the age of AI? Hungarian debate over the 'AI pencil case'university studentThe form of the final thesis and the rules on AI use may change, so clarify with your supervisor in advance what is permitted.education policymakerAn institution-level decision is needed on the role of the thesis and on alternative assessment.Student caught using AI smart glasses in Yonsei entrance exam; South Korean universities tighten securityteacherExam invigilators must prepare to recognise wearable AI devices and to rework their checking procedures.education policymakerExam rules must be extended to wearable devices, because the traditional ban on phones and watches is no longer enough.university studentAdmission and exam regulations may treat wearable AI devices as prohibited aids.UC Berkeley maths professor sees 'no point' in grading homework because of AIteacherThe role and grading weight of homework need to be rethought.university studentHomework may count for less in end-of-term assessment.Fields Medal-winning mathematics professor now grades homework only on submission, citing AIteacherIt is worth shifting the weight of assessment from homework to settings where knowledge can be measured without AI.university studentHomework may count for less as assessed work, with knowledge tested elsewhere.education policymakerThe assessment role of homework may also come up for review in higher-education regulations.South Korea plans criminal charges and three-year exam ban for cheating with AI glassesstudentCheating with AI glasses could bring criminal consequences and a three-year exam ban.education policymakerWearable AI devices are a new threat to exam security and need to be regulated.University of Seoul files police complaint against applicants who used AI smart glasses at examuniversity studentCheating with smart glasses has legal consequences.school leaderExam security needs to be extended to new wearable devices.education policymakerRegulation and sanctions for exam cheating are coming into focus.US teachers revive oral exams and handwriting to counter AIteacherIt is worth redesigning assessment into in-class, oral or handwritten formats.studentExpect more oral and in-class assessment.university studentUniversity exam rules are changing because of 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.