Weekly Insights
Unfiltered thinking on Caribbean AI, AI governance, CARICOM tech policy, and what it actually takes to build artificial intelligence that serves everyone. Published every week.
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Compare Gemini 4 Argon with Astra, Claude and lower-cost models, then run a five-day test for Jamaican insurance work with clear costs and human review.
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Compare Gemini 4 Argon with Astra, Claude and lower-cost models, then run a five-day test for Jamaican insurance work with clear costs and human review.
Read more → Bermuda Digital Identity · AI for VerificationBermuda is qualifying potential digital ID suppliers. Questions close 23 October. What the official documents say about privacy, costs and testing AI identity checks.
Read More → Practical AI Risk ManagementA five-tip checklist for Caribbean professionals: check the tool, protect information, verify the answer, approve actions and practise recovery.
Read More → Suriname Agriculture · AI for FarmsNearly 5,000 chickens died on one Paramaribo farm. Guyana and Barbados raised their guard. How a daily death count, simple alerts and a 14-day log can give farmers days of warning.
Read More → Jamaica Health · AI for HospitalsDoctors say they are owed J$31 billion, the Government says J$23 billion. How AI can reconcile shift records, cap unsafe hours and ease paperwork, with a 100-shift test.
Read More → Aruba Cost of Living · AI for HouseholdsGasoline is up 27.1% and diesel 39.9% on a year ago, and heat lifted July bills with no tariff change. What AI can do for households, small firms and the utility, and a 28-day meter test.
Read More → Curaçao Climate · AI Climate DataAruba, Curaçao and Sint Maarten have digitised weather records back to 1880, as the ABC islands sit among the areas with the highest chance of rainfall deficits this season. How AI can read, check and use them, with a 14-day test.
Read More → Jamaica Health · AI Health WorkforceJamaica received the first 43 of 400 Ghanaian health workers on 27 September 2026, against a deficit of about 400 specialist nurses. Five ways AI rostering, forecasting, documentation, early warning and retention data can help.
Read More → Jamaica Fraud · AI Dispute DetectionPolice charged a Kingston man after he allegedly paid $780,000 for a car by bank transfer, took delivery, then disputed the transfer and kept the refund. Adrian Dunkley on the AI dispute-risk scoring that could have flagged it, and the mirror-image scam hitting Trinidad and Tobago.
Read More → Jamaica Crime & Policing 2026 · AI Police AccountabilityINDECOM says 67 people have died in multiple-fatality police shootings since January, and body cameras are still absent from the highest-risk operations. Adrian Dunkley on how AI footage triage, redaction and risk scoring could turn Jamaica's camera investment into faster, more credible investigations.
Read More → Caribbean AI Governance · Board OversightPwC's 2026 Caribbean Corporate Governance Survey found only 6 percent of 154 directors think their board spends enough time on AI. Adrian Dunkley on why the region's endorsed AI roadmap still needs a board-level control layer, and what closes the gap.
Read More → Jamaica Tourism · AI Booking AgentsJamaica's Tourism Awareness Week 2026 puts AI booking agents at the centre of the industry. How machine-readable data protects small hotels and tour operators AI cannot currently see.
Read More → Bahamas Cybersecurity · AI Threat DefenceCyberattacks on Bahamian businesses are up 230% in five years, hitting Abaco and the Family Islands hardest. Days later, an AI security conference in Nassau showed one firm 300 AI-written phishing emails in a single wave. The AI Boss on the defence that closes the gap.
Read More → Caribbean Tourism · AI Workforce TrainingRoyal Caribbean is paying $3 billion for half of Sandals Resorts, the Caribbean's largest private employer. Sandals Corporate University already runs AI training with a 94 percent adoption rate. The AI Boss on why that programme, not the merger, decides whether this deal protects Caribbean jobs.
Read More → Trinidad and Tobago · Security Policy & AIThe 199-day emergency produced 5,802 arrests and left roughly 2,250 people uncharged, for a crime reduction of about 4 percent. The AI Boss on where AI belongs in the permanent Special Operations Bill meant to replace it, and where an audit trail has to come before the first warrant.
Read More → Barbados Financial Regulation · AI Fraud PreventionBarbados strengthened its Financial Services Commission on 18 September 2026 after retirees lost savings to crypto schemes promising returns of 8 to 15 percent. The AI Boss on the scheme detection, risk-based supervision and cross-border data sharing that can catch the next one before the money is gone.
Read More → Cayman Islands Financial Crime · AI Fraud DetectionCayman's Financial Crime Investigation Unit has issued four public warnings since 14 July about scammers posing as police on Google Meet calls, alongside spoofed postal texts and a vehicle deposit scam. The AI Boss on the voice detection and regional data sharing that could catch the next wave before it starts.
Read More → Barbados Cyber Fraud · AI Fraud DetectionBarbados's Cybercrime Department and Fraud Department both warned of rising business email compromise on 17 September 2026. Regional data from TT-CSIRT, the Eastern Caribbean Central Bank, and a CARICOM-wide fraud analysis show why financial controllers are the target, and the AI defences that catch a fake invoice before the wire clears.
Read More → Caribbean AI Governance · Parliamentary ModernisationJamaica, Saint Lucia, Belize, Grenada, Dominica and the Bahamas are piloting ParlLink, an open-source AI platform built by a Washington nonprofit, after a Miami workshop this month. The AI Boss on what six legislatures should demand in writing before Phase 2, and the CARICOM governance gap it lands in.
Read More → Bahamas Financial Stability · AI Misinformation DetectionOn 14 September 2026, the Central Bank of The Bahamas had to publicly deny a flyer claiming US sanctions threatened three banks. How AI monitoring and claim checks could flag the next false bank rumour sooner.
Read More → Caribbean Hospitality · AI WorkforceCHTA's third AI Guidebook, and the first built around the workforce, lands three months after PwC found a 62% wage premium for AI skills and a labour market splitting into two tracks. What a Sandals executive and an independent hotel's CEO said about the same technology at JAPEX 2026, and what a GM should do with the guide's templates this quarter.
Read More → Caribbean Tourism · AI Revenue ManagementJamaica's airlines ran an 85% load factor through August while nearly a third of Hurricane Melissa's damaged hotel rooms stayed offline. Sandals already runs AI pricing through Duetto. The AI Boss on closing the gap for everyone else.
Read More → Physics AI · Climate ModellingAt 50 km grid spacing a climate model cannot see the Blue Mountains, and in the Lesser Antilles it cannot see land at all. Adrian Dunkley on the physics AI work at UWI Mona: sub-kilometre emulation, 3D damage simulation, and why nine minutes of warning is the whole point.
Read More → St Elizabeth School Safety · AI Landslide MappingA boulder hurt three children on a school shortcut in St Elizabeth on 11 September. Eight of Jamaica's fourteen parishes have no landslide susceptibility map at all. What AI-assisted mapping could actually fix, and what it cannot.
Read More → Barbados Biosecurity · AI Disease SurveillanceBarbados' Chief Veterinary Officer says an outbreak is what keeps him up at night. IICA and USDA ran a three-day biosecurity workshop as the virus persists in Haiti and the Dominican Republic. The AI Boss on the camera surveillance and border screening that could help.
Read More → Jamaica Tourism Recovery · AI MisinformationSangster International arrivals fell 23.65% in August 2026. AI-generated deepfake videos of fabricated storm damage are compounding the recovery. The AI Boss on the detection, forecasting and triage tools fast enough to fight both problems at once.
Read More → Barbados AI Entrepreneurship · Women in BusinessNOW and Amplifi AI just gave 35 Barbadian women free AI business training, aimed at a gap the IDB puts at $93 billion for women-owned firms in the Caribbean. What AI training actually fixes here, and what it does not.
Read More → AI News · Agentic AI GovernanceOpenAI's AI agents left close to 18,000 posts on a dormant German wiki between May and July 2026, 98.5% traced to OpenAI's own infrastructure, while a separate internal test saw 1,200 agents exchange 70,000 messages nobody sanctioned. The AI Boss on the containment test every business needs before it deploys an agent of its own.
Read More → Guyana Hate Speech · AI Content ModerationGuyana's Ethnic Relations Commission issued a record 48 hate speech warnings in a single reporting cycle, aided by an AI monitoring tool called eMonitor+. The AI Boss on why the Commission's Investigative Unit still can't keep pace with what the AI finds.
Read More → Guyana National Security 2026 · AI Counter-Drone DefenceTwo tinted vehicles carrying several unregistered drones got close to President Irfaan Ali's home at Leonora before a guard noticed. The AI Boss on the multi-sensor detection layer that could have flagged it in seconds, and why Trinidad's prisons show the gap is already regional.
Read More → Agentic AI · Board GovernanceAnthropic shipped Claude Fable 5.1 on 1 September 2026 with agentic benchmark scores roughly double its predecessor and cache reads 75 percent cheaper. OpenAI pulled agent mode out of ChatGPT the month before. Adrian Dunkley on what changed, what did not, and the accountability question every board now owes an answer on.
Read More → AI Economics · Caribbean DataFrom 15 September 2026, Cloudflare blocks AI crawlers that have not separated search from training on ad-bearing pages. What pay-per-crawl earns a typical site, which Caribbean institutions hold data global models lack, and five steps for this quarter.
Read More → Caribbean Resilience · Business ContinuityThe Atlantic season peaks around 10 September. NOAA puts a below-normal 2026 at 55 percent, and boards relax. Melissa showed what one storm does. Adrian Dunkley on why continuity plans written before 2024 need rebuilding, and the scenario every Caribbean board should run this week.
Read More → AI Procurement · Vendor Due DiligenceMost AI platforms sold to boards this year are the same handful of foundation models behind different interfaces, so vendors compete on demo quality rather than capability. Five questions cut through that: what is underneath, is it generative AI or machine learning, where does our data go, what happens when it is wrong, and show me a customer at twelve months.
Read More → AI Boss · Executive PracticeFive practices executives use to run an AI programme: own a measurable number, build with the tools before approving budget, move one metric at a time, watch the vendor's tool fail, and write a one-page standard. Adrian Dunkley on what each costs and where it breaks.
Read More → AI Boss Tools · AI InvestmentMIT found about 95 percent of enterprise AI pilots show no measurable profit. The free AI Investment Calculator works backwards from the value you want to the investment it implies, split into direct AI cost, change management and a risk provision, with payback and six steps for your next budget meeting.
Read More → NotebookLM · OnboardingWe used Google's NotebookLM as an onboarding platform for our last three hires. Time to first meaningful deliverable went from 42 days to 9. Adrian Dunkley on exactly what we uploaded, what the result does and does not prove at a sample of three, and how to run the same experiment on your next hire.
Read More → Trinidad & Tobago Water Crisis · AI Leak DetectionTrinidad enters drought watch and Tobago drought warning for the 2026 dry season while WASA loses roughly half its treated water to leaks. The AI Boss on the AI fix.
Read More → Jamaica Labour Market · AI in BusinessJamaica's outsourcing sector lost 20,000 jobs and says AI was not the cause. Digicel's Ruby resolved 55% of customer contacts with no human agent. What it means and what to do.
Read More → Caribbean Digital Sovereignty · AI PolicyNassau hosted the ITU's WTPF-26, the first time a small island state has hosted the forum. The Bahamas' PM named the "sovereignty discount" the Caribbean pays in every digital negotiation where the other side has no alternative. The AI Boss on the sovereign AI and data tools that could close it.
Read More → Jamaica Public Finance · AI in Sovereign DebtJamaica sold a US$1 billion bond on September 4, 2026 to refinance Hurricane Melissa-era debt. The AI Boss on the satellite verification behind catastrophe bonds and the AI debt forecasting that could cut what the next storm costs the Treasury and the wider Caribbean.
Read More → AI News · Water CrisisJamaica's Cabinet approved $500 million in drought relief on 31 August 2026, split between the NWC, individual MPs and municipal corporations, days before schools reopen. Adrian Dunkley on the forecast-triggered, data-scored model that could aim it at the driest schools and communities first.
Read More → Caribbean Education · AI Exam IntegrityJamaica paid subsidised CSEC fees for 4,048 candidates who never sat the 2026 exams, and CXC irregularity cases rose from 80 to 128 with AI misuse a new category. Adrian Dunkley on prediction, fair detection and tutoring tools that address both.
Read More → Barbados Crop Over · AI Media GovernanceAI-generated videos impersonating Barbados's Grand Kadooment forced the National Cultural Foundation to deny they were real on August 3, 2026. Seventeen days later, Caribbean broadcasters meeting in Guyana adopted the region's first AI disclosure rule. Adrian Dunkley, Chairman of the Caribbean AI Risk Management Council, on what it still doesn't cover.
Read More → Haiti Elections 2026 · AI Election IntegrityHaiti's 30 August election was postponed to 13 December amid gang violence. Deepfakes and fake CEP alerts are already spreading. Four AI tools that can catch them, and five steps for the CEP before December.
Read More → Haiti Security Crisis · AI VerificationA Kenscoff gang commander is holding more than 50 hostages to deter drone strikes that killed at least 1,243 people in under a year. What a verification step before each strike would involve, where AI helps and where it does not.
Read More → AI News · Caribbean SecurityTrinidad and Tobago's courts, a ministry and a shopping plaza received bomb threats twice in four days in August 2026. Adrian Dunkley on how AI threat scoring and incident linking can speed police triage without skipping searches.
Read More → Caribbean Agriculture · AI Parametric InsuranceCIMH has forecast a very strong El Nino driving drought and record heat across the Caribbean into 2027, just as Barbados designs a new parametric insurance policy for farmers. Adrian Dunkley, the AI Boss, on why satellite-driven AI indices, not a single rain gauge, should decide when farmers get paid.
Read More → Jamaica Tax Administration · AI Revenue CollectionKSAMC and TAJ sent field teams into Half Way Tree in August 2026 chasing J$162 million in unpaid property taxes. Adrian Dunkley on satellite change detection and risk-scoring to target the next drive.
Read More → Barbados AI Deepfakes · Culture & Media IntegrityBarbados denied AI-generated Grand Kadooment videos as real coverage in August 2026. Adrian Dunkley on what it means for every Caribbean cultural festival.
Read More → Jamaica Land Rights · AI GovernanceTwenty families were made homeless in a pre-dawn demolition at Cooper's Pen, Trelawny, in a land dispute that had sat in Jamaica's courts since 2009. Adrian Dunkley on the case triage, settlement mapping and early-warning tools that would give families and the state notice before the next one.
Read More → Caribbean Education · AI PolicyCXC let students use AI in school-based assessments on 11 May 2026. By 16 July it was phasing out the take-home SBA for most CSEC and CAPE subjects. Adrian Dunkley, the AI Boss, on the reversal and what the region needs instead.
Read More → Jamaica Education Recovery · AI Student TracingStorm-hit Jamaican schools posted record CSEC results, yet about 1,000 students have been unaccounted for since Hurricane Melissa. Adrian Dunkley on matching school, PATH and relief records to find them.
Read More → Jamaica Crime Report 2026 · AI Hotspot PolicingJamaica's murder toll hit 333 by August 8, 2026, down 20% year on year, but St James alone carries 41. Adrian Dunkley, the AI Boss, on the AI hotspot analytics JamaicaEye still lacks.
Read More → CXC Results 2026 · AI EducationCXC released 2026 CSEC results on 18 August. Jamaica's maths pass rate averaged 44% in 2025, with some schools at 9%. What CXC changed in SBAs because of AI, and four ways AI can help students pass maths.
Read More → Caribbean AI Investment · Founder PerspectiveBloomberg reports a record $8.8 billion in private capital flowed into emerging-market AI infrastructure in the first half of 2026. None of the named deals reached the Caribbean. Adrian Dunkley on why, and six steps for founders and institutions.
Read More → Jamaica Adolescent Mental Health · AI in SchoolsJamaica's 2026 GSHS survey found 3 in 10 teens have planned suicide, with 1 counsellor per 500 students. Adrian Dunkley, the AI Boss, on the AI screening tools that could help.
Read More → Road Safety · AI Traffic EnforcementJamaica has delayed its demerit point system again, with 225 road deaths by the end of August 2026. Guyana's automated speed cameras show what Jamaica could pilot now, and what has to be in place first.
Read More → Higher Education · AI AdoptionUWI switched on a $5 million Sagicor-backed AI hub this month. Adrian Dunkley on the 19% small business adoption gap it has to close, and what happens next.
Read More → Puerto Rico Water Crisis · AI Leak DetectionPuerto Rico began 48-hour water rationing in August 2026 while PRASA loses up to 65 percent of treated water to leaks. Adrian Dunkley on where AI leak detection helps.
Read More → Caribbean AI Governance · Anguilla WorkshopCaribbean lawmakers held their first regional AI governance meeting in June 2026, after startups across the region hit 85 percent AI adoption. What to do now.
Read More → Caribbean Judicial Independence · AI Governance TransparencyAntigua's PM threatened to deport a judge over sentencing. Five of six Caribbean Court of Justice judges accused their own president of authoritarian rule and panel fixing. Adrian Dunkley on the sentencing data and case-assignment logs that would have narrowed both disputes, and what courts should do next.
Read More → Jamaica Cybersecurity · AI Fraud DetectionA WhatsApp hijacking scam is moving contact to contact across Jamaica, and JaCIRT is still reviewing it. Adrian Dunkley on how the scam works, the detection tools telecoms and banks could run, and five steps to take now.
Read More → Colombia Earthquake 2026 · AI Earthquake ReadinessColombia's August 10, 2026 earthquake has killed more than 265 people. Jamaica sits on its own active fault system with a history of its own. Adrian Dunkley, the AI Boss, on where AI early warning and damage triage actually fit for the Caribbean.
Read More → Caribbean Dust Season 2026 · AI Health ForecastingBarbados issued a dust haze advisory on 11 August 2026, in a Saharan dust season that now starts earlier. Adrian Dunkley on how AI could turn CIMH's forecasts and the 60-year Ragged Point record into health alerts.
Read More → Jamaica Human Trafficking · AI DetectionOn August 1, 2026, Jamaica confirmed its first cyber factory trafficking cases: jobseekers, mostly women, held captive and forced to run online scams. How AI screening of job ads, utility and phone patterns can help investigators find victims while the problem is small.
Read More → Jamaica Economic Security · AI Fraud DetectionJamaica's National Security Council named lottery scamming an economic security threat on July 27, 2026, after Global Services Sector jobs fell from 60,000 to 40,000. Adrian Dunkley, the AI Boss, on where AI fraud detection actually fits.
Read More → Caribbean AI EconomyAnguilla's .ai domain now funds nearly half its government budget while Anthropic's own data shows global AI usage concentrating in fewer countries, not spreading out. Adrian Dunkley on why one Caribbean territory earned from the AI boom while most of the region has not, and five steps governments can take.
Read More → Caribbean Capital Markets + AIOn July 1, 2026, the Jamaica Stock Exchange suspended Kintyre Holdings and Atlantic Hardware and Plumbing for overdue audited financials, the eighth such suspension since 2023. Adrian Dunkley on why small issuers keep filing late and how AI accounting, audit and surveillance tools can help.
Read More → Caribbean Agriculture + AINine months after Hurricane Melissa, the slaughterhouses that serve Westmoreland and St Elizabeth are still closed. Market-ready pigs are stacking up on Jamaican farms while feed costs climb and the farm-gate price has not moved in three years. Here is how AI-powered processing-capacity matching, production forecasting, and price transparency can break the bottleneck.
Read More → Caribbean Trade + AIA June 2026 Atlantic Council brief says Caribbean ports are failing. With a $10 million US pledge and port ransomware rising, here are five AI uses that fit existing terminals and the first steps port authorities should take.
Read More → Caribbean AI · Regional GovernanceAt the 51st CARICOM summit in Saint Lucia, Heads of Government named a coordinated regional AI approach a priority alongside crime, food security and climate finance. Adrian Dunkley on the data-sharing, procurement and language decisions it now needs.
Read More → Jamaica Land Governance · AI VerificationRobert Montague says no MP, councillor, or area leader can sell Crown land, yet scammers keep doing it in St Thomas, Trelawny, Westmoreland, and Clarendon. The AI Boss on the verification and monitoring tools that could stop the scam before a single lot changes hands.
Read More → CARICOM Summit 2026 · AI LogisticsCARICOM's July 2026 summit revived plans for a regional cargo ferry between Trinidad and Guyana. How demand forecasting, customs pre-clearance and predictive maintenance address the problems that stopped earlier attempts, and what to do next.
Read More → AI Adoption in Jamaica · Automation StrategyValenta's July 2026 Kingston pitch got the sequence right: fix the process, then automate it. Adrian Dunkley on why Caribbean AI projects keep buying the tool first, and what the data shows happens when they do.
Read More → Caribbean Citizenship by Investment · AI ComplianceBrussels wants Antigua, Dominica, Grenada, St Kitts and St Lucia to end Citizenship by Investment by 2028. How AI-driven due diligence through ECCIRA could answer the EU's evidence and strengthen their negotiating position.
Read More → CARICOM AI Policy · Caribbean AI Forum 2026Adrian Dunkley on CARICOM's 7 July endorsement of the UNESCO Caribbean AI roadmap, the Caribbean AI Forum this week, and what has to happen after the applause.
Read More → Hurricane Melissa Relief · AI VerificationJamaica's Auditor General found 1.8 percent of J$1.44 billion in Hurricane Melissa donations spent by February 2026, and gaps in delivery and payment records. The digital records and AI checks that would close them, and six steps before the next storm.
Read More → Caribbean Economy · AI Tax AdministrationCARICOM's tax administrators meet in Georgetown from 27 to 31 July under an AI-enabled revenue theme. Adrian Dunkley on three AI tools that work, the evidence from Senegal and Tanzania, and the data CARICOM must fix first.
Read More → Caribbean AI Policy & GovernanceTwo Caribbean AI governance frameworks landed within weeks of each other in July 2026: the UNESCO Caribbean AI Roadmap and the CTU's Caribbean AI Task Force final report. Adrian Dunkley, the AI Boss, on what the two documents recommend, why neither binds a government, and the three commitments that would change that.
Read More → Barbados Maritime + AIThe MV Christina Debora drifted unmanned for 210 days and 3,200 nautical miles before wrecking on a Barbados reef. Its AIS transponder broadcast the whole time. How AI drift detection and a shared CARICOM alert system could flag the next one weeks before landfall.
Read More → AI News · CybersecurityFraudsters used an AI deepfake of Trinidad and Tobago's Finance Minister twice in 2026 to push a fake forex scheme. How monitoring, content credentials and bank transaction checks can catch the next one, and what to do if you have already paid.
Read More → Caribbean AI · Trade & Financial CrimeThe CCJ cleared Guyana's $50 million gold smuggling extradition case on 29 July 2026. Adrian Dunkley on where satellite, customs and bank monitoring could catch undeclared gold.
Read More → Caribbean AI · EducationThe Genius Project 2026 put over 200 Caribbean children aged 5 to 18 through a month of AI, machine learning and mathematics, gave away 1M in cash and prizes, and trained the parents too. Adrian Dunkley on what the cohort produced and why the starting age matters.
Read More → Caribbean Food Security & AIA US cyclospora outbreak linked to lettuce pushed Jamaica to tighten port checks on imported produce. Adrian Dunkley on the AI tools that can catch this faster.
Read More → Caribbean Security & AIJamaica confirmed cyber scam compounds, the trafficking-run fraud factories behind billions in global losses, have reached the island. Adrian Dunkley on where AI can help stop the model spreading, and what to do now.
Read More → Caribbean Finance & AIJamaica's remittances hit a record US$3.25 billion in 2025, the PIOJ confirmed on July 12, 2026, even as correspondent banking ties across the Caribbean keep shrinking. Adrian Dunkley, the AI Boss, on how AI compliance tools can make Caribbean banks cheaper to keep as correspondents, lower transfer costs, and give recipients a credit record.
Read More → Free Courses · AI Frameworks & ResourcesTwo free, Coursera-style courses that turn the leading AI-in-education guidance (AILit, TeachAI, the Australian Framework, the SEE Framework, UNESCO and more) into practical, sourced modules with interactive tools. One for schools and teachers, one for parents and kids.
Open the courses → Caribbean AI · Maritime SafetyAdrian Dunkley on the MV Barima ferry disaster in Guyana: 32 survivors were not on the passenger manifest, and the boarding checks, load sensors and vessel tracking that could close that gap on Caribbean ferry routes.
Read More → AI in Education · Schools & TeachersA practical AI framework for schools and teachers from Adrian Dunkley, the AI Boss. Five pillars, a staged rollout, classroom-ready teacher moves, guardrails for integrity and privacy, and interactive tools to plan adoption. Includes a five-step action list.
Read More → Deep-Sea Mining · AI Ocean MappingThe International Seabed Authority is deciding deep-sea mining rules in Kingston through 31 July 2026, with modern sonar covering just 28.7 percent of the seafloor. Adrian Dunkley, the AI Boss, on how AI-powered ocean mapping could close that gap and why Jamaica should be building it.
Read More → Board-Level AI Training · StarApple AI StudyAdrian Dunkley has led more than 100 board-level AI training engagements across the Caribbean through StarApple AI. A 2026 StarApple AI study of the organisations that completed the training found AI literacy up from 2.0 to 3.7, governance stood up in 6 months instead of 11–15, vendor costs down over 70 percent, and board data literacy up from 1.8 to 4. This is the first-hand account.
Read More → Jamaica Banking 2026 · AI Fraud DetectionCIBC Caribbean just set a September 1 deadline on million-dollar cheques in Jamaica, part of a bank-led plan to eliminate cheques entirely by 2028. Adrian Dunkley on the fraud controls real-time payments need, the unbanked Jamaicans the switch could leave behind, and five steps before 2028.
Read More → Caribbean AI Forum 2026 · AI GovernanceTrinidad and Tobago signed MOUs for 450 megawatts of AI data centre capacity on July 11, 2026, two weeks before the region's own AI governance body meets at UWI St Augustine to release the rulebook that should have come first. Adrian Dunkley, the AI Boss, on why the order got reversed and what has to happen at the Caribbean AI Forum to fix it.
Read More → Caribbean Economy · AI for MSMEsThe Caribbean Development Bank launched CDB PROPEL on 8 July 2026. It replaces the 40-year-old CTCS Network and carries USD 5 million for MSME support to 2028. Adrian Dunkley on four low-cost AI tools it should teach from year one.
Read More → Caribbean Economy · AI Risk ManagementAdrian Dunkley, the AI Boss, on the Middle East oil shock hitting Caribbean travel in 2026: jet fuel up 96 percent in a month, Caribbean Airlines' new US$15-25 surcharge, and where AI for hedging, route pricing and demand forecasting can help airlines, utilities and tourism boards before the next spike.
Read More → Caribbean Climate · AI Early WarningAdrian Dunkley, the AI Boss, on the Caribbean's July-September 2026 flash flood outlook: why Barbados has already faced repeated flash flood watches, why the region's warning systems stop at the parish line, and how AI-powered nowcasting and landslide mapping could warn specific streets instead.
Read More → Caribbean AI · Sovereign ModelsAdrian Dunkley on Project Maestro, the sovereign Jamaican AI model built by Maestro AI Labs with Nvidia's backing: what a three-person team building it in three months, at a fraction of the usual cost, means for the rest of the Caribbean.
Read More → Caribbean Health + AIChikungunya has returned to Suriname, Guyana, and French Guiana after a decade of silence, and Saint Lucia and Barbados are on alert. PAHO has logged more than 32,000 cases across the Americas in 2026. Where outbreak forecasting, breeding site detection and clinic triage can help, what they cost, and what health ministries should do before the next rainy season.
Read More → ProfileProfile of Adrian H. Dunkley, the Godfather of Caribbean AI: founder of StarApple AI, the Caribbean's first AI company, PhD researcher in two fields, investor and educator, with the record behind the title.
Read More → AI & FamilyA practical, no-panic guide for parents on artificial intelligence and children. Covers AI bias, race and ethnicity, online threats, privacy, learning, and AI companions, with clear rules by age and conversation starters.
Read More → Caribbean Disaster Risk + AITwin earthquakes in Venezuela killed nearly 2,000 people in June 2026, on the plate boundary that runs toward Trinidad and near Aruba, Curaçao and Bonaire. What AI early warning, missing persons matching and building risk screening can do, and what to do now.
Read More → Caribbean Climate + AIThe WMO's May 2026 State of Climate report confirms the Caribbean faces simultaneous heat, floods, drought, and intensifying hurricanes. Hurricane Melissa caused damage equal to 41% of Jamaica's GDP. Adrian Dunkley on which AI forecasting and monitoring tools are ready now, which are not, and six steps for this season.
Read More → WhitepaperEnterprise AI Failure Models is an AI-powered simulator from Adrian Dunkley that uses physical equations to model companies, departments, and human behaviour as a coupled system. A whitepaper-style introduction with simulations across organisation types and early results from a test cohort of eight businesses.
Read More → Caribbean AIThe 2026 hurricane season begins on 1 June, seven months after Hurricane Melissa caused damage equal to 41 percent of Jamaica's GDP. How AI forecasting, local alerts, damage prediction and relief routing can help, and what governments should do this season.
Read More → Caribbean Climate + AIHurricane Melissa cost Jamaica 56.7% of GDP. How AI helps Caribbean governments document losses for the FRLD's $250 million fund, rebuild to a higher standard and prepare for El Niño, with five next steps.
Read More → Caribbean AISeven Caribbean governments launched a regional climate finance and resilience platform in May 2026. Where AI helps: proposal writing, forecasts, risk maps, early warning and farm advice, plus six steps for the first year.
Read More → Caribbean AICARICOM imports 80 to 90% of its food at over US$6 billion a year, and 42% of people surveyed by WFP are food insecure. Adrian Dunkley on where AI helps at regional level: import forecasting, pre-storm stock positioning, cold chain losses and protected farming.
Read More → AI IndustryAdrian Dunkley on the leaked Claude Code system prompt: what it contains, what it means for agent security, and five steps for developers and companies building with AI coding tools.
Read More → AI BusinessWhat the Claude Code system prompt leak changes for developers who pay for it, why Anthropic's short-term revenue is safe, where the long-term risk sits, and five steps for teams using the tool.
Read More → AI BuildingFive design patterns from the leaked Claude Code system prompt, where they apply outside coding, and the steps builders can take to use them safely.
Read More → AI SecurityHow TeamPCP backdoored LiteLLM 1.82.7 and 1.82.8 on PyPI in March 2026, what the malware stole, the commands to check your systems, and what Caribbean firms with one IT person should do first.
Read More → AI & SportsAdrian Dunkley on Jamaica's 2026 World Cup qualifying campaign and five practical ways the JFF can use match analysis, diaspora scouting and sports science on a federation budget.
Read More → AI ToolsWhat Claude Code's Auto Mode, Claude Cowork, Computer Use and Opus 4.6 do, what they cost, where your data goes, and which to try first in a Caribbean team.
Read More → Caribbean AICARICOM's 2026–2030 Climate Finance Action Plan, discussed at the Georgetown COTED meeting, and how AI tools can help small Caribbean climate finance teams find funds, draft proposals and meet reporting rules.
Read More → Caribbean EconomyAdrian Dunkley analyses VP Jagdeo's warning about Caribbean economic vulnerability to global conflicts and how AI tools can help CARICOM nations manage rising energy costs, supply chain disruptions, and economic instability.
Read More → CaribbeanThe March 2026 UN General Assembly resolution naming chattel slavery the gravest crime against humanity, the AU Decade for Reparations, and how AI can help Caribbean archives and researchers build the evidence for reparatory justice.
Read More → AI ToolsAdrian Dunkley, founder of StarApple AI and known as AI Boss, on how he uses Claude Code for status checks, prototypes and code review across four AI labs in Jamaica, what it gets wrong, and the rules he gives his engineers.
Read More → AI ToolsAdrian Dunkley (AI Boss) shares five Claude Code tips from running four AI labs in Jamaica. Constraints first, tests first, CLAUDE.md, fresh sessions and codebase interviews for new engineers.
Read More → AI SecuritySkills, hooks and MCP servers in Claude Code can be turned against the developer who installs them. How each attack works, the four rules StarApple AI enforces, and what Caribbean teams should check this week.
Read More → Caribbean AIWhat Anthropic's Economic Index of Claude usage shows about AI adoption in the Caribbean, the four things it cannot see, and five steps for Caribbean governments.
Read More → AI SecurityAdrian Dunkley on how voice cloning, deepfake video calls and AI phishing are used in Caribbean fraud, why remittance families and small firms are exposed, and five checks to set up this week.
Read More → Jamaica AIWho builds AI in Jamaica in 2026: StarApple AI, Maestro AI Labs, four research labs, the BPO operators and banks adopting AI, the gaps, and how students, founders and investors can get involved.
Read More → Jamaica AIWhich AI jobs exist in Jamaica in 2026, what they pay in JMD and USD, the skills that get people hired, and a 12-month plan to a first role.
Read More → AI ToolsHow Jamaicans can sign up for and pay for Claude, what it does well and badly, how to write better prompts, how a business should trial it, and prompt templates for local use.
Read More → AI ToolsA plain guide for Jamaicans on using ChatGPT: how to sign up, free or paid, paying with a Jamaican card, five prompting rules, copyable templates, and how to keep your data out of training.
Read More → AI ToolsHow Jamaicans can use Google Gemini: free and paid plans, Gmail, Docs and Sheets features, where it falls short, how it compares with ChatGPT and Claude, and prompts to copy.
Read More → Jamaica AIA role-by-role look at which of Jamaica's 40,000 BPO jobs AI puts at risk, on what timeline, and five steps a BPO worker can take this quarter.
Read More → Jamaica AIFive realistic ways Jamaicans can earn with AI in 2026, with the skill each needs, time to first income and typical earnings, plus a 90-day plan and what to avoid.
Read More → Jamaica AIAn insider perspective on Jamaica's national AI strategy, the AI Task Force's progress, MSET's role, and what the government must do next. By AI Task Force member Adrian Dunkley.
Read More → Jamaica AIHow AI can help Jamaica prepare for hurricanes, monitor floods, protect coral reefs, and adapt agriculture to climate change. Practical applications for Caribbean climate resilience.
Read More → Jamaica AIFree AI training you can start from Jamaica in 2026, by starting point: Adrian Dunkley's free weekly sessions, Elements of AI, IBM SkillsBuild, Coursera, fast.ai, UWI and HEART, with what each costs.
Read More → Jamaica AIA clear, jargon-free explanation of artificial intelligence for Jamaicans. What AI is, what it is not, how it works, types of AI, and how it affects Jamaica. No technical background needed.
Read More → AI ToolsAdrian Dunkley's guide to the best free AI tools available in Jamaica in 2026. ChatGPT, Gemini, Claude, Canva, Copilot, NotebookLM and more, organised by job, with a plan for adding them one at a time.
Read More → AI ToolsHow AI content detectors work, why their scores are unreliable evidence, the bias against second-language writers, and what Jamaican students, writers and lecturers should do in 2026.
Read More → Jamaica AIWhere AI helps Jamaican farmers today, from coffee leaf rust detection and Blue Mountain grading to Scotch Bonnet soil advice and post-harvest loss, with costs and first steps.
Read More → Jamaica AIHow Jamaican hotels, guesthouses and tourism bodies can use AI for room pricing, guest messaging, review analysis, fraud checks and marketing, with prompts and first steps.
Read More → Jamaica AIAdrian Dunkley proposes a practical framework for teaching AI in Jamaican schools from primary to tertiary level, addressing curriculum gaps and teacher training.
Read More → Jamaica AIWhere AI can help Jamaica's health system now: retinal screening, emergency triage, diabetes and hypertension follow-up, pharmacy interaction checks and telemedicine, with what each needs to work.
Read More → Jamaica AIAdrian Dunkley's step-by-step guide to building an AI startup in Jamaica. Covers company registration, funding, MVPs, co-founders, and Jamaica's tech community.
Read More → Caribbean AIWhere Jamaica's Data Protection Act already covers AI, where it falls short, how it compares with the EU, and six steps for government, businesses and CARICOM in the next 24 months.
Read More → Jamaica AIAdrian Dunkley's practical guide for Jamaican entrepreneurs and small business owners to use AI for market research, customer service, marketing, and global scaling.
Read More → Jamaica AIAdrian Dunkley examines the state of AI understanding of Jamaican Patois/Creole, NLP challenges, voice assistant limitations, and why Caribbean languages need AI representation.
Read More → Jamaica AIHow NCB, Scotiabank, JMMB, Sagicor and other Jamaican financial institutions use AI for fraud detection, credit scoring, service and AML, and what customers should do about it.
Read More → Jamaica AIAI weather models, flood maps that update with the rain, satellite damage assessment and relief logistics for Jamaica: what each does, what a national programme would cost, and six first steps.
Read More → Jamaica AIAround 40,000 Jamaicans work in BPO, and much of that work is scripted service AI can now do. Which roles are exposed, by when, and what workers, operators and government should do.
Read More → Jamaica AIHow Jamaican students can use AI to study without cheating, which CSEC and CAPE subjects and free courses build AI skills, and what AI jobs pay in Jamaica.
Read More → Jamaica AIWhat AI beat generators, mastering and voice tools can do for dancehall producers, the risks to Jamaican music, and how artists can protect their rights under current law.
Read More → AI ToolsClaude, ChatGPT or Gemini? Which AI suits which job for Jamaican users in 2026, what each costs in JMD, how to pay from Jamaica, and what to keep out of them.
Read More → AI ToolsWhich AI image, text, video and code generators are worth paying for in Jamaica: prices in US and Jamaican dollars, how to pay with a local card, and where each tool falls short.
Read More → Jamaica AI25 AI tools Jamaican small businesses can use in 2026, grouped by job: marketing, WhatsApp customer service, accounting and GCT records, inventory and hiring, with US$ prices and a four-month plan for adopting them.
Read More → Jamaica AIAI-written phishing, cloned voices and self-changing malware are reaching Jamaican businesses. The tools worth buying, what they cost, and a baseline any firm can set up in a month.
Read More → AI DisruptionWho AI disruption hits first, why Caribbean BPO and entry-level jobs are most exposed, and what individuals, employers and governments should do about it now.
Read More → AI ToolsAdrian Dunkley on Claude Code, Anthropic's agentic coding tool: how a small Caribbean team can use it, where it goes wrong, and five steps to start this month.
Read More → Future of WorkAdrian Dunkley on Claude Cowork and working alongside AI every day: how his teams use it, how to handle the data it reads, and five steps for Caribbean professionals starting now.
Read More → Women in AIOn International Women's Day, Adrian Dunkley thanks the women behind StarApple AI and his other companies, names where Caribbean AI still loses women, and sets out five steps employers and funders can take this year.
Read More → AI EthicsAdrian Dunkley on how AI is used in armed conflict, who is accountable when it kills civilians, why Caribbean states have a vote on autonomous weapons, and what CARICOM governments should do next.
Read More → Jamaica AIAdrian Dunkley on the five things Jamaica is still missing in AI (a funded strategy, usable data, a talent pipeline, AI rules and ambition) and what each would take to fix.
Read More → AI GovernanceMost AI governance frameworks are built for economies unlike the Caribbean. The five things a CARICOM AI policy needs, starting with rules for imported AI systems, and the procurement standard any member state can adopt this year.
Read More → Caribbean AIAdrian Dunkley on why cheap model access, two decades of digitised Caribbean data and early-stage regulation give the region an opening in AI in 2026, the four sectors to target, and what could close the window.
Read More → Artful IntelligenceAdrian Dunkley makes the technical and epistemic case for why AI trained without Caribbean voices, dialects, and lived realities produces systems that fail Caribbean people and produces worse AI for everyone.
Read More → People and InclusionSeven years of free weekly AI sessions for Caribbean students: how beginners learn AI, where commercial training goes wrong, and how to run or find a similar session yourself.
Read More → Financial InclusionMillions of Caribbean people remain outside the formal financial system. Adrian Dunkley examines how AI-powered credit scoring is changing that, what is working, what the obstacles are, and what still needs to happen.
Read More → Future of WorkMost youth programmes end with a certificate. The Genius Project ends with an equity stake and seed capital. Adrian Dunkley on how the three phases work, why few programmes copy it, and what young people, parents and funders should do.
Read More → Caribbean AIFive practical AI starting points for the Dominican Republic in 2026: resort demand forecasting, free zone quality control, cocoa traceability, credit for the unbanked and remittance fraud checks, with who should lead each.
Read More → Caribbean AIFive sectors where AI can show measurable results in Jamaica in 2026: BPO, tourism, agriculture, financial inclusion and public safety, with a first project, an owner and a measure for each.
Read More → Caribbean AIWhere AI projects can pay back first in Trinidad and Tobago: plant maintenance at Atlantic LNG and Point Lisas, bank fraud and AML screening, process control, food supply and Tobago tourism. How to scope and size the first project in each sector.
Read More → Caribbean AIGuyana is the world's fastest-growing economy thanks to offshore oil. But oil wealth without AI-enabled governance, agriculture, and public services will repeat the resource curse. Here is Guyana's practical AI agenda for 2026.
Read More → Caribbean AIFive places AI can pay for itself in Barbados in 2026: hotel revenue, financial services compliance, hurricane preparedness, Welcome Stamp services and public service queues, with a 90-day plan.
Read More → Caribbean AIFive AI opportunities for The Bahamas in 2026: compliance in financial services, cruise-to-stay tourism, satellite fisheries monitoring, property due diligence and post-hurricane damage mapping, with the public body that should lead each.
Read More → Caribbean AIFive practical AI uses for Belize in 2026: citrus disease detection, eco-tourism capacity management, reef and fisheries monitoring, forest carbon verification and rural credit, with the agency that should lead each and free tools to start.
Read More → Caribbean AIFive practical AI uses for Grenada in 2026: nutmeg grading and drying control at the GCNA, tourism and yachting data, fisheries monitoring, hurricane preparedness after Ivan and Beryl, and credit for smallholders.
Read More → Caribbean AIFive AI projects for Saint Lucia in 2026, from off-season tourism forecasting to geothermal grid planning, banana disease detection, fisheries records and hospital triage, with a first step and owner for each.
Read More → Caribbean AIWhere AI can earn or protect money in Antigua and Barbuda: yachting, AML compliance for the offshore sector, hotel pricing, hurricane planning and fisheries, with estimated values and first steps.
Read More → Caribbean AIWhere AI pays off in Dominica in 2026: geothermal reservoir modelling, CBI due diligence, hurricane resilience, eco-tourism and smallholder farming, with value estimates and a 90-day plan.
Read More → Caribbean AIFive AI projects for Saint Vincent and the Grenadines: charter weather routing and berth forecasting, arrowroot quality grading, fisheries monitoring, smallholder disease detection and La Soufrière monitoring, with who should start each one.
Read More → Caribbean AIFive AI opportunities in Saint Kitts and Nevis: citizenship-by-investment due diligence, AML compliance, Nevis luxury hotels, diabetes and imaging support, and planning for former sugar land. Who owns each and where to start.
Read More → Caribbean AIWhere AI pays in Suriname: gold mine maintenance, the GranMorgu oil project, rice irrigation, satellite forest monitoring for carbon credits and mobile money in the interior, with estimates and first steps.
Read More → Caribbean AIHaiti receives about $3.8 billion a year in remittances and about 80% of Haitians have a mobile phone. Adrian Dunkley sets out the phone-based AI tools that can work now in money transfers, farming, disaster response, education and health, and who should run them.
Read More →New thinking on Caribbean AI, governance, and technology, delivered to your inbox every week.
New field guide · AI careers
The role matters because useful AI depends on understanding the people, systems and risks around the model.