Features
Viral rumor response case: from signal detection to correction
Viral rumor response case showing how a fictional public agency detects a signal, verifies the claim, assesses harm, writes a correction, and measures the response.
Section
Features
Features
Creator business case: a fictional platform-income rebuild
A creator business case: how a fictional video publisher maps platform concentration, workload, cash timing, IRS tax records, capped tests, and stop rules.
Features
Testing a platform moderation policy change against the evidence
Platform moderation policy example: follow a fictional community testing a harassment rule, reviewer guidance, notices, appeals, metrics, and rollback limits.
Features
How US internet access gaps differ by rural, tribal, and urban county type
Compares FCC availability data with NTIA and Pew adoption surveys to explain rural, tribal, and urban internet gaps and how federal programs fund buildouts.
Features
How Washington, D.C. shapes US platform rules through the FTC and FCC
Ever scroll through US platform rules and you land in Washington, D.C., where FTC rulemaking and FCC broadband policy decide what creators can post and reach.
Features
Testing a scrolling habit change in a fictional experiment over two weeks
A fictional editor tests notification batching, direct feed entry, stop cues, and bedtime rules over two weeks, with invented results and a reusable template.
Features
A fictional social media feeds example
This fictional social media feeds example covers a personal audit's sampling method, source categories, and limits on interpreting invented results.
Features
A fictional parasocial boundary plan case: time, money, contact, and four weeks of results
Parasocial boundary plan example: follow a fictional podcast listener who tracks time, spending, contact, social ties, source checks, and invented four week results.
Features
Testing an online identity decision against the evidence
Online identity example: review a fictional illustrator's stage name, portfolio, audience boundary, credential claim, payment request, and impersonation risk.
Features
A Fictional Meme Literacy Workshop Example
Meme literacy workshop example: a fictional 75-minute library plan for reading, tracing, describing, creating, and assessing memes, with invented results.
Features
Testing a digital community rule change against the evidence
Digital community example: review a fictional forum rule, moderation data, member feedback, appeals, pilot results, decision limits, and next review.