Financial Markets

An ecosystem where automation is normal and the governed categories are conduct, access, and market effect.

Canvas focus

Actors: investors, brokers, exchanges, market makers, automated traders, surveillance teams, and regulators.
Harms: manipulation, unfair access, operational instability, fraud, and loss of market integrity.
Policy tension: speed and algorithmic execution are legitimate; prohibited conduct cannot be defined as automation itself.
Observability: order lifecycle, ownership, timing, venues, and beneficial control may be distributed across institutions.
Authority: interventions span platform controls, contractual rules, supervision, and jurisdiction-specific regulation.

Which lessons transfer to consumer platforms and which depend on regulated market structure?
How are patterns separated from manipulative purpose or effect?
What evidence standard applies to real-time controls versus formal sanction?
How do cross-venue and linked-entity limits shape attribution?