AI Foundations / Guided journey
Turn a vague prompt into a research workflow
Learn, practice, evaluate, and apply structured prompting with fictional account research. No model calls or data storage.
Why prompts need structure
Before
Research Acme Security and tell me if they're buying security software.
A model could invent buying intent because the task provides neither evidence nor a validation standard. A stronger request specifies six things: objective, audience, sources, constraints, format, and validation.
Prepare a fictional account research brief identifying confirmed company developments.
Enterprise AE preparing discovery.
Use only the two fictional excerpts provided in this exercise; cite the excerpt supporting each factual statement.
Do not claim approved budget or purchase intent without explicit evidence. Label hypotheses.
Separate Verified facts, Hypotheses, Unknowns and Discovery questions.
For each fact, point to a source excerpt. Mark unsupported items unknown.
A well-structured prompt does not guarantee a correct answer; factual checks still matter.
Synthetic teaching fixtures only. Completion is not formal certification; no network or model calls.