Senate Child Safety Inquiry Matrix & Platform Risk Explorer

Policy & Pipeline Controls

Daily Incoming User Reports 125,000

Surge in community and system incident flags

Automated AI Filter Catch Rate 74%

Heuristic/NLP filter bypass rate determines queue load

Human Moderator Headcount 1,800 FTE

Dedicated T&S review staff (est. ~18 tickets/agent/hr)

Minor Monetization Controls Prong 1: Commercial incentives vs minor vulnerability

External Link & Chat Friction Prong 2: Off-platform groomer redirection vector

Human Triage SLA Latency 48.2 hrs

Elevated Latency

Target SLA: < 24h for minor flags

Unprocessed Queue Backlog 14,350 / day

Compounding Queue

Daily tickets exceeding moderator capacity

Est. High-Risk Exposure Rate 8.4%

Moderate Risk

Minors reaching unflagged predator vectors

NCMEC Referral Delay 3.2 days

Statutory Risk

Time before critical law enforcement handoff

Senate Inquiry Pillar	Current Platform Architecture	Statutory Risk & Evidence Gap
1. Profit vs. Minor Safety	Soft Spending Warning (Default)	Incentivizes predatory microtransactions and creator split dependency at the expense of parental transparency.
2. Exploitation Detection	Permissive Link Filtering (Low Friction)	Off-platform groomers leverage character-swapped URLs and unmoderated voice channels to bypass automated gates.
3. Response Latency & Triage	1,800 FTE Mods vs Surge Volume	Backlogs delay mandatory NCMEC CSAM/grooming escalations, violating statutory reporting expectations.