This week’s Alpha Research flow centers on AI-driven demand rippling through memory, chips and cloud platforms, producing sharp reratings for a narrow set of winners while many secular names trade at mixed conviction. Our digest synthesizes the week’s coverage, highlights cross-cutting signals and lays out a practical research agenda for the next catalyst week.