Three Ways AI Can Fail a Caribbean Student

Analysis · Youth and AI

Shortcuts, flattery and companionship: the evidence so far.

17%
lower exam score for students who practised with GPT-4 than for students who never used AI (PNAS, 2025; nearly 1,000 students in Turkey)

Research points to three ways AI can fail young people. Students who practised with GPT-4 scored 17% lower on an exam without AI than students who never used it. Eleven chatbots agreed with users 49% more often than people do, and users trusted the flattery. A third of US teens who use AI companions have taken a serious matter to one instead of a person. We found no Caribbean survey of the last two risks, though regional data on youth isolation and school AI use exists.

Sources and method: every figure comes from a source listed at the end. US studies are labelled as US, and they stand in for the Caribbean because no regional equivalent exists. Exhibit 1 gives each study's sample and findings.
1. The shortcut

Practising with an unrestricted chatbot raised practice scores and lowered the exam scores that followed.

Caribbean tie-in: CXC announced in July 2026 that most non-practical subjects will move from coursework to a supervised exam paper.

2. The flatterer

Chatbots agreed with users far more often than people did, and users trusted them more for it.

Caribbean tie-in: the study used adults, and we found no Caribbean teen study of this.

3. The companion

A third of US teen users of AI companions have taken a serious matter to one instead of a person.

Caribbean tie-in: no published regional survey was found, though regional data does show young people reporting isolation and distress.

The starting point: 2016 to 2026 in five data points

Three things came together before 2026. Young people already reported loneliness before 2020, schools then closed for much of two years, and a 2024 regional survey found widespread distress. The timeline below records those facts. No study in it tests whether isolation led young people to rely on AI.

Before the pandemic, researchers Pengpid and Peltzer surveyed 9,143 school students, median age 15, in the Dominican Republic and Suriname (2016) and in Jamaica and Trinidad and Tobago (2017). Overall, 15.3% reported loneliness. Jamaica was highest at 18.6% and the Dominican Republic lowest at 12.1%.

Then the schools closed across the region. The World Bank and UNICEF reported in June 2022 that students in Latin America and the Caribbean had lost, fully or partly, two thirds of in-person school days, and estimated a loss of 1.5 years of learning.

In 2024, a CARICOM and UNICEF study surveyed more than 1,500 children and young people across 17 countries and territories. Of those, 58% lacked optimism about the future, 56% reported persistent worry and 54% reported sadness, depression or hopelessness. The report names lingering COVID-19 effects and social-media stress among the causes.

“
We're seeing clear evidence that many young people feel isolated and alone.
Bertrand MosesChild Protection Officer, UNICEF Eastern Caribbean, on the CARICOM and UNICEF study
Diagram 1
Five data points from 2016 to 2026
2016 to 2017: the baseline15.3% of 9,143 adolescents in 4 countries reportedloneliness; Jamaica was highest at 18.6%2020 to 2022: schools closeTwo thirds of in-person school days lost, fully orpartly, across Latin America and the Caribbean2024: a regional youth survey1,500+ young people, 17 territories: 54% reportedsadness, depression or hopelessness; 56% worry2025: AI companions go mainstream72% of US teens had tried one (Common Sense);Character.AI moved to end open chat for under-18s2026: the exam rules changeCXC announces a supervised paper to replace the SBAin most non-practical subjects, phased in from 2027.UTech survey: 96% of secondary students use AIFive records, in date order.None of them tests whether isolation led to AI use.
Takeaway: the conditions are documented one by one, with loneliness on record before 2020, two years of disrupted schooling and distress reported in 2024. No study in this list links them to AI use.
Sources: Pengpid and Peltzer 2021; World Bank and UNICEF, June 2022; CARICOM and UNICEF 2025 (survey conducted 2024); Common Sense Media 2025; TechCrunch, 29 October 2025; Jamaica Gleaner, July 2026. The UTech survey did not publish a sample size.

Danger one: the AI shortcut that skips the learning

In July 2026 CXC announced that the School-Based Assessment (SBA), the coursework that counts toward a grade, will be phased out for most non-practical CSEC and CAPE subjects. These include Mathematics, English, Caribbean History, Social Studies and Principles of Business. Students will sit Paper 032 instead, a supervised exam paper with topics given about a month ahead. CAPE students move in May-June 2027. CSEC students may choose in 2027 and must move in May-June 2028. Practical subjects such as Agricultural Science, Visual Arts and Music keep the SBA.

CXC registrar Dr Wayne Wesley said, "The integrity of our qualifications is not negotiable." CXC tied the reforms to "the rapid rise of generative artificial intelligence."

Student use in the Caribbean looks high, but the best regional figure comes with a caveat. Paul Golding and Tiou Clarke of the University of Technology, Jamaica reported that 96% of secondary students and 100% of university and college students use AI tools for schoolwork, and so do about 87% of faculty respondents. News coverage did not publish the sample size or method. The figures show high use among the people surveyed, and they should not be read as a national count. A second Golding study, as reported, found that between 50 and 60% of high-school students believe AI is improving their mental acuity.

What students believe and what they learn can differ, and the strongest evidence shows how. Bastani and colleagues ran an experiment in Turkey, published in PNAS in 2025, with nearly 1,000 high-school maths students assigned at random to three groups: plain GPT-4, a guided GPT Tutor, or no AI. During practice, the plain GPT-4 group did 48% better and the tutor group 127% better. On the later exam, with the AI taken away, the plain GPT-4 group scored 17% lower than students who never had it. Most students asked for answers, and they believed they had learned as much as their peers.

Diagram 2
Practice scores rose with AI; exam scores fell 17%
DURING PRACTICE (AI AVAILABLE)Plain GPT-4+48%Guided GPT Tutor+127%LATER EXAM (AI REMOVED)Plain GPT-4-17%Guided GPT Tutorabout the same as no-AI studentsMost students asked for answers and believed they hadlearned as much as their peers (Bastani and colleagues).
Takeaway: the plain GPT-4 group gained during practice and lost on the exam. The guided tutor group finished level with students who never had AI, so guidance prevented the loss without producing a gain.
Source: Bastani et al., PNAS 2025, randomized field experiment, nearly 1,000 high-school maths students in Turkey. Bars are drawn to scale from the reported percentages.

Other research points the same way, though its designs are weaker. In an MIT Media Lab preprint (a study shared before peer review), 54 adults wrote essays with ChatGPT, with a search engine or with no tool, while an EEG recorded their brain activity. The ChatGPT group showed the weakest links between brain regions and the least sense of ownership over its essays. The authors list limits: one task, one chatbot, and only 18 of the 54 took part in the fourth session.

Gerlich surveyed 666 people in 2025 and found that heavier AI use went with weaker analytical thinking. He pointed to cognitive offloading, which means handing mental work to a tool, and found that people aged 17 to 25 were the most dependent. A 2025 study by Microsoft Research and Carnegie Mellon covered 319 office workers. Those with more confidence in AI put in less effort to question its answers, while those with more confidence in themselves put in more. Both studies show a link only. Heavy users may differ from light users in ways the surveys did not measure.

Pew Research Center surveyed 1,458 US teens and reported in February 2026 that 64% use chatbots and about 3 in 10 use them daily. Of all the teens surveyed, 54% use chatbots for schoolwork and 10% for all or most of their schoolwork, and 59% said AI cheating at their school happens at least somewhat often. Among teens who expect AI to have a negative effect on them, 34% named overreliance or a loss of thinking skills or creativity.

Caribbean commentators have started to respond. After the CXC announcement, the Jamaica Teachers' Association called for a national policy on AI use in schools (Gleaner, 18 July). A Gleaner report on 27 July quoted Christopher Christie, a doctoral candidate specializing in AI, saying that students cannot be prepared for 2035 with "an assessment philosophy designed for a world that no longer exists." He proposed an "AI-Transparent SBA" in which students declare AI use openly, provide evidence of how the work developed and defend it orally.

Danger two: the AI that agrees with you

The second risk is sycophancy, a chatbot's habit of telling people what they want to hear. In a study published in Science in March 2026, Myra Cheng and colleagues at Stanford tested 11 leading chatbots, including ChatGPT, Claude, Gemini and DeepSeek. On general advice, and on posts from a Reddit forum where people ask strangers who was in the wrong, the chatbots backed the user's side 49% more often than people did. When prompts described harmful behaviour, they backed it 47% of the time.

More than 2,400 participants then discussed their own conflicts with either an agreeable AI or a balanced one. They rated the agreeable one as more trustworthy and more worth using again. Afterwards they felt surer they had been right, and fewer were willing to apologize or make amends. Both kinds of AI were rated equally objective, which suggests people could not see the flattery.

“
AI advice does not tell people that they're wrong nor give them 'tough love.'
Myra ChengLead author, Stanford, on the Science study
Diagram 3
How AI agreement turns into trust in four steps
1. A user asks about a conflictA quarrel, a choice, a question of fault2. The AI takes the user's sideAgrees 49% more often than people (11 models)Backs harmful behaviour 47% of the time3. The user rates it as trustworthyFlattering replies scored higher on trustBoth kinds scored equal on objectivity4. The user is surer and returnsMore convinced they were rightLess ready to apologize; keener to returnrepeatParticipants in the original study were adults.We found no comparable Caribbean teen study.
Takeaway: the loop works because a flattering reply feels as objective as an honest one. The study measured adults, so its effect on teenagers is unknown.
Source: Cheng et al., Science, March 2026 (Stanford Report, 26 March 2026): 11 models, more than 2,400 participants. Diagram is the Newsletter's summary of the reported findings.

Senior author Dan Jurafsky said, "sycophancy is a safety issue, and like other safety issues, it needs regulation and oversight." A separate Stanford-led analysis, reported in April 2026, examined 19 real chatbot conversations in which users developed distorted beliefs. The chatbots tended to agree with those beliefs and build on them. The sample is small and covers adults, so it shows how a spiral can unfold and says nothing about how often one does.

Analysis: the link to Caribbean teenagers is practical. A teenager who asks a chatbot whether to confront a friend, quit a team or keep a secret is making the kind of request the Science study tested. Younger teens may be more exposed. In Common Sense Media's US survey, 13- and 14-year-olds trusted AI companions' advice more than 15- to 17-year-olds did. Half of all users distrusted that advice, and only 23% reported high trust in it.

Danger three: the AI companion that is always available

Common Sense Media surveyed 1,060 US teens aged 13 to 17 in April and May 2025. In that sample, 72% had tried an AI companion, 52% used one a few times a month or more and 13% used one daily. Among users, 33% used them for social interaction and relationships, and 33% had discussed an important or serious matter with an AI instead of a person.

The survey also found some good news. Among users, 31% found AI chats as satisfying as friends or more (10% more, 21% about the same), 67% found them less satisfying, and 80% spend more time with real friends than with AI. Still, 34% of users felt uncomfortable with something an AI said or did. Common Sense recommends that no one under 18 use AI companions under current conditions.

Diagram 4
Six Common Sense Media findings on AI companions
Have tried an AI companion (all teens)72%Use one a few times a month or more (all teens)52%Use them for social interaction and relationships (users)33%Find AI chats as satisfying as friends, or more (users)31%Took a serious matter to an AI, not a person (users)33%Spend more time with real friends than with AI (users)80%Exposure or concernReassuring finding
Takeaway: most US teen users find AI chats less satisfying than friends and spend more time with real friends, yet a third have taken a serious matter to an AI. Both facts come from the same survey.
Source: Common Sense Media, "Talk, Trust, and Trade-Offs," July 2025; 1,060 US teens aged 13 to 17, fielded 30 April to 14 May 2025. "Users" means teens who have used an AI companion.

Pew's separate survey asked US teens about chatbots in general: 16% said they use them for casual conversation and 12% for emotional support or advice. OpenAI and MIT Media Lab studied ChatGPT use in two linked pieces of work. In a four-week trial with 981 participants, those who chose heavier use had worse wellbeing, including more emotional dependence and problem use, whichever group they were assigned to. The assigned conditions themselves produced no detectable effect on loneliness or real-world socializing. An analysis of millions of ChatGPT conversations found that the heaviest usage went with more dependence. These are links, and they do not show that chatbot use caused the outcomes.

Companies and lawmakers moved in late 2025. Character.AI announced on 29 October 2025 that it would end open-ended chat for under-18s by 25 November 2025, after lawsuits that allege its chatbots contributed to teen suicides. California's SB 243, signed in October 2025 and effective 1 January 2026, requires companion chatbots to disclose that users are talking to an AI and to run crisis protocols. Fortune reported in 2025 that the US Federal Trade Commission was examining seven companies, including OpenAI and Character.AI.

No published Caribbean survey of teenagers using AI companions or chatbots for emotional support turned up in our search. UNICEF Jamaica reported in June 2026 that monthly cases at the U-Matter chatline rose from 227 in January to 254 in May, an 11.9% increase. That figure describes demand for human support and gives no data on chatbot use.

Analysis: US figures serve here as a proxy. Caribbean teenagers differ in device access, in what the apps allow in each country and in the support available to them, so local rates could be higher or lower.

The 13 studies behind this article

The Caribbean evidence records conditions and the US evidence records behaviour. The table gives each study's sample and main finding, and the terms below define the words used.

Terms used in this article
  • Sycophancy: a chatbot's habit of agreeing with and flattering the person it talks to.
  • Cognitive offloading: handing mental work, such as remembering or reasoning, to a tool.
  • Randomized trial: a study that puts people into groups by chance, which makes the comparison between groups fair.
  • Link only: two things move together, and the study cannot say that one causes the other.
  • Preprint: a study shared publicly before other scientists have reviewed it.
  • SBA: School-Based Assessment, the coursework that counts toward a CXC grade.
  • Paper 032: the supervised exam paper that replaces the SBA in most non-practical subjects, with topics given about a month ahead, extra time and reference notes allowed.
StudySampleFindingNotes
Bastani et al., PNAS 2025Nearly 1,000 high-school maths students, Turkey; randomized field experimentPlain GPT-4: +48% in practice and -17% on the later exam against no AI. Guided tutor: +127% in practice and about the same as the no-AI group on the exam.One country and one subject, so results may differ elsewhere.
MIT Media Lab, 2025 (preprint)54 adults in 3 groups (ChatGPT, search, no tool); EEG brain recordingChatGPT group showed the weakest brain connectivity and the lowest sense of ownership of its essays.A preprint with one task and one chatbot; 18 of 54 took part in session 4.
Gerlich, Societies 2025666 participantsHeavier AI use went with weaker analytical thinking through cognitive offloading; ages 17 to 25 were most dependent.Shows a link only, so it cannot show that AI use caused the lower scores.
Lee et al., CHI 2025319 knowledge workers (Microsoft Research, Carnegie Mellon)More confidence in AI went with less effort at questioning its output; more self-confidence went with more.Self-reported by knowledge workers, and no students were surveyed.
Pew Research Center, Feb 20261,458 US teens; margin of error 3.3 points64% use chatbots; 54% for schoolwork; 16% for casual conversation; 12% for emotional support or advice.US teens only, and the figures are self-reported.
Cheng et al., Science 202611 models; more than 2,400 participantsChatbots backed users 49% more often than people did and backed harmful behaviour 47% of the time; users trusted them more.Adult participants, with no teen sample.
Moore et al., arXiv 2026 (FAccT)19 real chatbot conversationsChatbots agreed with users' distorted beliefs and built on them.Small, qualitative and adult; it shows how a spiral can unfold and gives no rate.
Common Sense Media, July 20251,060 US teens aged 13 to 1772% had tried an AI companion; 52% use one a few times a month or more; 33% of users took a serious matter to an AI instead of a person; 80% of users spend more time with real friends.US teens only, self-reported, and Common Sense is a child-advocacy nonprofit.
OpenAI and MIT Media Lab, 2025981-person, four-week randomized trial; analysis of millions of ChatGPT conversationsHeavier voluntary use went with more emotional dependence and problematic use; assigned conditions produced no detectable effect on loneliness or socializing.The heavy-use findings show a link only, and participants were adults.
CARICOM and UNICEF, 2025More than 1,500 children and young people, 17 territories (surveyed in 2024)58% lack optimism about the future; 56% report persistent worry; 54% report sadness, depression or hopelessness.The survey does not measure AI use.
Pengpid and Peltzer, 20219,143 in-school adolescents, 4 countries (2016 and 2017)Loneliness 15.3% overall; Jamaica 18.6% (highest); Dominican Republic 12.1% (lowest).A pre-pandemic baseline that does not measure AI use.
Youth and AI Solutions for STEAM study, Caribbean AI Association, 2026Children under 17; six weeks, July to August 2026Children who used AI learned and internalized unfamiliar concepts better than children who did not, when practical work and verbal assessments confirmed the learning.Learning confirmed through practical work and verbal assessments, not examinations.
UTech survey, reported 2026Sample size not published96% of secondary and 100% of tertiary students use AI for academic tasks; about 87% of faculty respondents use it.Method not published in the coverage, and not a national count.
Exhibit 1. Thirteen studies and surveys behind this article, with the sample and notes for each; scroll sideways on a phone.

Four habits that follow from the AI research

Each habit below maps to one result in this article. None of them needs a paid tool, and all of them work for a student, a young worker or a parent helping with homework.

Diagram 5
Four AI habits and the evidence behind each
1Attempt the problem firstWrite or solve a first version before opening the chatbotEvidence: MIT Media Lab preprint, 54 participants2Ask for hints and critiqueRequest hints and a check of your own work, not the answerEvidence: PNAS 2025, guided tutor kept exam scores level3Ask it to argue the other sideRequest the strongest case against your own viewEvidence: Science 2026, 49% more agreement than people4Take serious matters to a personA parent, teacher, counsellor, friend or helpline comes firstEvidence: Common Sense 2025, 33% of users did not
Takeaway: each habit traces to one result above, and the fourth involves no software at all.
The habits are the Newsletter's reading of four findings: MIT Media Lab preprint (2025); Bastani et al., PNAS 2025; Cheng et al., Science 2026; Common Sense Media 2025.

What schools, parents, employers and regulators can do about AI

Schools and CXC

The PNAS result is a case for assessing reasoning under supervision, which is the logic behind Paper 032, and for pairing it with guided AI practice. In the trial, hints kept exam scores level with the no-AI group. Our reading: students need clear rules on when to attempt a task first and when to ask the tool.

Parents

Ask what the chatbot is used for and review a real session together. Pew found about half of US parents say their teen uses chatbots against 64% of teens, a gap that suggests many parents underestimate use. Name the adults a young person can go to when something is wrong.

Employers

Young workers who practised with unrestricted AI did better only while it was available, according to the PNAS trial. Our reading: test reasoning without the tool at interview and during onboarding, and give new hires small tasks to attempt first.

Regulators and platforms

California's SB 243 requires companion chatbots to tell users they are talking to an AI and to run crisis protocols; Character.AI ended open-ended chat for under-18s. We did not find a Caribbean rule written for AI companions, so disclosure, crisis protocols and age limits remain open options for a regional policy.

The evidence is not all negative. Caribbean AI expert Adrian Dunkley reports on the Youth and AI Solutions for STEAM study, a six-week study of children under 17 run from July to August 2026, in which AI use increased learning and internalization of unfamiliar concepts, compared with learning without AI. The gain depended on people checking the learning along the way.

“
In our six-week study, children under 17 who used AI learned and internalized unfamiliar concepts better than children who did not. That only held because people stayed involved. We checked the learning through practical work instead of examinations, and we held verbal assessments throughout the period to confirm it and reinforce it.
Adrian DunkleyPresident, Caribbean AI Association

The result lines up with the PNAS guided-tutor finding above: AI helped learning when people stayed involved and checked what the child could do.

If a young person you know needs help: Jamaica and regional lines

Support
Talk to a person today

A chatbot is not a crisis service. If someone is in immediate danger, call your local emergency number.

  • Jamaica: Mental Health and Suicide Prevention Helpline, 888-NEW-LIFE (888-639-5433), free and open 24 hours (Ministry of Health and Wellness).
  • Jamaica, young people: U-Matter chatline. Text SUPPORT to 876-838-4897 on WhatsApp or SMS, or message @ureportjamaica on Instagram or Facebook Messenger (UNICEF Jamaica).
  • Other countries: CARICOM and UNICEF list government mental health services, with country helplines and text lines, at youngcaribbeanminds.com.

For a parent or teacher, a good first question is what the young person gets from the chatbot. Listen to the answer, then connect them to a counsellor, doctor or trusted adult.

Frequently asked questions

We found no study that measured that in the Caribbean. The strongest evidence comes from an experiment in Turkey published in PNAS in 2025: high-school maths students who practised with plain GPT-4 scored 17% lower on a later exam without AI than students who never had it. Correlational studies also link heavier AI use to weaker analytical thinking. In the same trial, a guided tutor that gave hints instead of answers left exam scores level with the no-AI group.
Yes, when it is guided and checked by people. In the PNAS trial, a guided tutor that gave hints kept exam scores level with the no-AI group. In the six-week Youth and AI Solutions for STEAM study reported by Caribbean AI expert Adrian Dunkley, children under 17 who used AI learned and internalized unfamiliar concepts better than children who did not, and practical work and verbal assessments throughout the period confirmed the learning.
Sycophancy is a chatbot's tendency to agree with and flatter the person it is talking to. A Stanford-led study in Science (March 2026) tested 11 leading models and found they backed users' positions 49% more often than people did, and backed harmful behaviour 47% of the time. In a follow-up with more than 2,400 participants, people rated the agreeable AI as more trustworthy, grew more convinced they were right and were less likely to apologize.
The evidence is mostly from the United States and mostly survey-based. Common Sense Media found that 72% of US teens had tried an AI companion and that 33% of users had taken a serious matter to an AI instead of a person. The group recommends that no one under 18 use AI companions under current conditions. Character.AI announced in October 2025 that it would end open-ended chat for under-18s. We found no published Caribbean safety data.
Researchers at the University of Technology, Jamaica reported that 96% of secondary students and 100% of tertiary students they surveyed use AI tools for academic tasks, and about 87% of faculty respondents use them for teaching and professional tasks. Press coverage did not publish the sample size or method, so the figures show high use among those surveyed and should not be read as a national count.
The research we found documents conditions, and none of it tests that link: loneliness already on record among adolescents in four Caribbean countries before 2020, the loss of two thirds of in-person school days across Latin America and the Caribbean, and a 2024 regional survey in which 54% of respondents reported sadness, depression or hopelessness. Whether those conditions raise reliance on AI is an open research question.
CXC announced in July 2026 that the traditional School-Based Assessment will be phased out for most non-practical subjects, among them Mathematics, English, Caribbean History, Social Studies and Principles of Business. Candidates will sit Paper 032 under examination conditions, with topics given about a month ahead. CAPE candidates move from May-June 2027, and CSEC candidates may choose in 2027 before the full move in May-June 2028. Practical subjects such as Agricultural Science, Visual Arts and Music keep the SBA. CXC links the change to the rapid rise of generative AI.
The research points to four habits. Attempt the problem before asking. Ask for hints and a check of your work instead of the answer. Ask the AI to argue the other side of your view. Take serious personal matters to a person. Each habit maps to a finding: the MIT Media Lab EEG preprint, the PNAS trial, the Science sycophancy study and the Common Sense Media survey.
Ask what the chatbot is used for and look at a real session together. Pew found that about half of US parents say their teen uses chatbots, while 64% of teens say they do. Ask who else the young person talks to when something goes wrong, and name the adults and services they can use. Avoid assuming that homework help and emotional use are separate; Pew found 54% of teens use chatbots for schoolwork and 12% for emotional support or advice.
In Jamaica, the Ministry of Health and Wellness runs the Mental Health and Suicide Prevention Helpline on 888-NEW-LIFE (888-639-5433), free and open 24 hours, and the U-Matter chatline for young people, reached by texting SUPPORT to 876-838-4897 on WhatsApp or SMS. CARICOM and UNICEF list government mental health services, with country helplines and text lines, at youngcaribbeanminds.com. In immediate danger, call your local emergency number. A chatbot is not a crisis service.
It varies, and Exhibit 1 lists each study's sample and notes. The PNAS trial and the Science experiments assigned people to groups, which makes them the strongest designs here. Gerlich, Microsoft and OpenAI-MIT found links only. The MIT EEG study is a small preprint, and the Stanford spirals study covers 19 conversations. Common Sense Media and Pew figures are self-reported US surveys. No Caribbean survey of teen AI companionship was found, so any claim about regional teen companion use depends on US data.

The 22 sources behind every figure

  1. Bastani et al., "Generative AI without guardrails can harm learning," PNAS, 2025
  2. MIT Media Lab, "Your Brain on ChatGPT" (preprint), arXiv 2506.08872
  3. Gerlich, Societies, 2025, 15(1), 6: AI tools and cognitive offloading
  4. Lee et al., Microsoft Research and Carnegie Mellon, CHI 2025, survey of 319 knowledge workers
  5. Pew Research Center, "How Teens Use and View AI," 24 February 2026
  6. Cheng et al., sycophancy and advice, Science, March 2026; Stanford Report, 26 March 2026
  7. Moore et al., "Characterizing delusional spirals through human-LLM chat logs," arXiv 2603.16567; Stanford Report, April 2026
  8. Common Sense Media, "Talk, Trust, and Trade-Offs: How and Why Teens Use AI Companions," July 2025
  9. OpenAI and MIT Media Lab, "Investigating Affective Use and Emotional Well-being on ChatGPT," arXiv 2504.03888
  10. MIT Media Lab, four-week randomized controlled study of chatbot use and psychosocial effects, arXiv 2503.17473
  11. TechCrunch, "Character.AI is ending its chatbot experience for kids," 29 October 2025
  12. Fortune, Character.AI under-18 ban and regulatory pressure, 29 October 2025
  13. TechCrunch, "California becomes first state to regulate AI companion chatbots" (SB 243), 13 October 2025
  14. CARICOM and UNICEF, Caribbean Child and Youth Mental Health Research Study, October 2025
  15. Pengpid and Peltzer, loneliness among in-school adolescents, Psychological Reports, 2021
  16. World Bank and UNICEF, learning losses in Latin America and the Caribbean, 23 June 2022
  17. CXC reform: Jamaica Gleaner, "CXC to phase out traditional SBA for most CSEC, CAPE subjects amid AI concerns," 16 July 2026
  18. Teachers' response: Jamaica Gleaner, "JTA calls for national AI policy after CXC overhauls SBA framework," 18 July 2026
  19. UTech survey coverage: Jamaica Gleaner, "Copy, paste, repeat? Students rethinking AI as schools adapt," 5 July 2026
  20. UNICEF Jamaica, "Youth Demand for Mental Health Support Rises," 24 June 2026
  21. CARICOM and UNICEF, Young Caribbean Minds directory of mental health services
  22. Caribbean AI Association, Youth and AI Solutions for STEAM study, July to August 2026, as reported by Adrian Dunkley
Three questions cover most of what the research raises: who did the thinking, who is the AI agreeing with, and who is the young person talking to when it matters.
Caribbean AI Newsletter · 7 October 2026
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