Introduce an AI‑driven job‑alert system that allows job‑seekers to write a free‑text description of their ideal roles (e.g., interests, locations, titles, target companies). A large language model (LLM) interprets this narrative, continuously curates matching vacancies, and delivers them via email. Each email includes an inline feedback mechanism (thumbs‑up/‑down or optional free‑text). The feedback fine‑tunes future alerts, improving precision over time. User scenarios: As a job‑seeker, I want to describe in my own words what I’m looking for so that I don’t have to wrestle with rigid search filters. As a job‑seeker, I want to signal when a job is a good or bad fit (or explain why) so the system learns my preferences and increase precision over time.