platform · EU AI Act · Platform Work Directive · GDPR
Social Casino / Virtual Currency
Loot box open = bind decision — receipt for regulators
—Unacknowledged gambling layer (GCI)
Regulatory exposure — commonly overlooked:
Studio claims 'not gambling' — AG owns predatory design finding. · Netherlands transposes Platform Work first — Deliveroo/Uber NL = first algorithmic management test case.
TAM / Exposure
Gamification of everything — prediction + social casino convergence
Insurance lines
E&O · Consumer class action
Exhibit authority
Netherlands Platform Work Pack — Social Casino Spend Gate Pack
Global leaders
Mobile game studios · Loot-box platforms · DNB · Adyen · Deliveroo · AP
Minor spend
Bind before high-value virtual currency debit.
Whale churn
Refusal receipt when model flags compulsion pattern.
Store takedown
Apple/Google review wants audit trail.
[Netherlands] Platform work first
NL historically aggressive on gig economy — deactivation receipt critical.
[Netherlands] DNB banking
Dutch bank AI — DNB expects model documentation in English and Dutch.
[Text / Chat] Modality hook
Baseline — all frameworks apply to text decisions.