Should we stop using AI summaries?

No blanket rule follows from this argument. Match the task to the consequences. Summarising a verified meeting agenda needs less scrutiny than explaining an allegation about a named person. Keep a human responsible for the final account and give readers the original material where appropriate.

Can a cultural archive publish everything openly?

That is a community decision requiring attention to contributors, ownership, privacy and the intended licence. Some materials may be suitable for open access while others need restricted use. Document the decision for each collection instead of assuming one permission covers every recording or future use.

How can a school run the audit without profiling pupils?

Use public stories and fictional examples. Do not ask pupils to disclose their political views, family finances or personal difficulties to an assistant. Assess the quality of the evidence-checking process, instead of whether the student agrees with the teacher or the model.

What should a correction include?

Identify the statement that changed, provide the source supporting the correction and update the copies you control. If the earlier version was circulated to a group, send the correction through the same channel. Editing the original alone may leave the mistaken account in circulation.

AI Jamaica | Jamaican organisations and builders

Jamaica’s next AI skill: taking a useful idea into the workflow

By StarApple AI Editorial Desk

Forward Deployed Engineers connect a real Jamaican work problem to an AI system that can be tested, supported and handed over.

Published 22 October 2026 · Field guide

What is an FDE?

FDE means Forward Deployed Engineer: an applied engineer who works alongside the people closest to a problem. They combine software and AI development with process discovery, integration, testing, deployment and user support. Their work begins with the workflow, not with a model looking for a use.

That could mean helping a small business organise product enquiries, supporting a service desk to find approved procedures, or testing an internal document assistant. These are examples to investigate, not claims that AI will automatically improve every Jamaican organisation.

Why proximity matters

Local teams know language, exceptions and customer expectations that a technical specification can miss. An FDE makes that knowledge visible by observing the work, asking what should stay under human control, and building a narrow test around important cases.

A responsible pilot might measure response quality, time, escalation rates and user corrections. It also checks that the system uses permitted data and does not present an uncertain answer as fact. If evidence is weak, revise the design or stop.

From pilot to capability

A delivered system needs an owner, monitoring, clear permissions and a handover. That is how teams gain durable capability instead of a demo that only its builder can run.

StarApple AI’s Forward Deployed Engineer for AI course teaches this applied cycle over eight weeks, from problem framing to evaluation and a capstone.

Learn the FDE field loop

Study how to move from a real problem to a tested and supportable AI system in StarApple AI’s eight-week applied course.

Explore the Forward Deployed Engineer for AI course

What is an FDE?

Why proximity matters

From pilot to capability

Further reading

Learn the FDE field loop