Meta Trial Precedent & Liability Simulator: The Big Tobacco Analogy

Trial & Evidentiary Inputs

Trial Scenario / Posture

Internal Research Concealment Weight 0.85 Parallels 1994 Brown & Williamson internal nicotine memos

Section 230 Piercing / Defect Score 0.72 Viability of product liability vs publishing immunity

State AG Coalition Size 42 States

School District Claims Count 1250

Youth ARPU at Risk ($ / yr) $34.50

Settlement Payout Period (Years) 25 yrs

Projected Aggregate Liability
$68.4B
Total nominal settlement / verdict

Annualized Cash Drag

$3.2B / yr

Disbursed over 25 years

Operating Margin Impact

-4.8%

Estimated Meta FCF compression

Precedent Alignment Index

0.81

1998 Big Tobacco MSA parity

Tier 2: Algorithmic Architecture Redesign + Public Health Fund

Enforces mandatory minor off-ramps after 60 min, elimination of infinite scroll for users <18, independent algorithm audit board, and annual health mitigation escrow.

Multi-Year Settlement Disbursement vs Operating Cash Interactive Cash Flow Projection

Litigation Dimension	1998 Tobacco MSA Trigger	2024–2026 Meta Youth MDL Trigger	Alignment
Concealed Research	Internal memos proved nicotine addictiveness known since 1963.	Internal studies on teen mental health & Instagram harms unredacted.	94% Matched
Product Defect vs Speech	Defective cigarette design; intentional nicotine spike titration.	Engagement loops, variable reward schedules, notification spikes.	72% Pierced
Public Health Burden	Medicaid costs for smoking-related illnesses recovered by AGs.	School district & public youth psychiatric emergency costs.	82% Matched

Claim Class	Claimants / Reach	Est. Share	Allocated Liability

Deterministic Precedent Model | Section 230 & MSA Calibrated