Rules
Online trend problems: false origins, bad metrics, and missing context
Online trend problems: false origins, metric errors, platform bias, copied content, missing context, coordinated activity, fast decay, and amplification risk.
Desk
Value Desk
What the spending buys, over what period, and when it does not pay back.
Rules
Creator economy problems: a framework for symptoms, evidence, and controls
A framework for creators to diagnose unstable reach, income concentration, hidden labor, rights, enforcement, harassment, burnout, and measurement problems.
Rules
Platform moderation problems: a map
Platform moderation problems arise across rules, detection, review, notices, appeals, worker support, and measurement, sometimes in opposite directions.
Guides
Cross-border creator work between the US and Canada, tax and contract basics
Ever scroll through cross-border pay rules: US Canada tax treaty basics, NR301 and W-8BEN forms, withholding, and 1099-NEC reporting for creators.
Rules
What goes wrong with scrolling and attention
Scrolling and attention problems explained: diagnose purpose drift, alerts, autoplay, context switching, sleep loss, upsetting loops, metrics, and failed limits.
Rules
Social media feeds problems: a general diagnostic guide
Social media feeds problems can appear as repeated creators, missing accounts, stale posts, disguised ads, failed controls, narrow feeds, or upsetting material.
Rules
What goes wrong with parasocial relationships
Parasocial relationship problems explained: identify spending pressure, misplaced trust, isolation, boundary crossing, fan aggression, impersonation, and distress.
Rules
What goes wrong with online identity and self-presentation
Online identity problems: diagnose takeover, impersonation, context collapse, stale credentials, linked pseudonyms, oversharing, copied work, and failed recovery.
Rules
Meme context loss: failure types, symptoms, and repairs
Explains common meme context failures, with a symptom table and repairs for missing references, altered captions, accessibility, harassment, rights, false claims.
Rules
What goes wrong with digital communities
Digital community problems: diagnose unclear purpose, hostile norms, uneven moderation, volunteer burnout, raids, privacy leaks, lost archives, and failed appeals.