Artificial Intelligence Ethics Dashboard v4.1
Live 00:00:00 UTC
ACTIVE OPERATIONS — HIGHEST DOCUMENTED RISK: Israel’s AI-directed "Gospel" & "Lavender" kill chains in Gaza (IHL violations — AI Now Institute & +972 Mag) · US ICE algorithmic deportation targeting & border drone swarms (Georgetown Law) · US DoD autonomous strike authorisation expansion (CNAS) · China Xinjiang ethno-religious predictive surveillance grid (Amnesty) — all rated CRITICAL.

Artificial Intelligence Ethics

This live dashboard monitors, scores, and tracks autonomous weapons systems (LAWS) and mass surveillance deployments globally. The matrix dynamically ranks active AI operations based on documented severity, algorithmic bias, and civilian impact. Use the real-time intelligence feed and accountability gap analysis to understand the rapidly evolving landscape of unregulated AI technologies.

Read My Stance → AI Safety Framework →
AI Targets Generated
37k+
civilians marked by Lavender
Source: +972 Mag
Deportations
1.2M
Title 42 summary expulsions & detentions
Source: CBP (US Gov)
No Art. 36
94%
autonomous systems lack review
Source: ICRC
Facial Recog
1bn+
faces scraped without consent
Source: Amnesty
Global Arms Race
$34B+
spent on autonomous weapons annually
Source: SIPRI
Human Oversight
20s
avg review per lethal strike
Source: +972 Magazine (Archive)
Region
Severity
Framework
I — LAWS Deployment Tracker
Art. 36 ▾
System Autonomy Status Theater Sev.
Accountability Gap Analysis
Chart ▾
Tech sophistication vs. accountability — gap = unregulated risk

The Accountability Gap

This structural gap analysis visualizes the disparity between the raw technological sophistication of deployed AI systems and the legal frameworks binding them. A wider divergence indicates critically unregulated deployment, where autonomous capabilities outpace human oversight and international humanitarian law.

II — Surveillance & Control Matrix
Heat Index ▾
Ranked by documented harm · Score 0–100 · Hover for source
LAWS Deployment Trend 2018–2025
Timeline ▾
Intelligence Feed LIVE
Live RSS Feed
LOADING
III — Academic & Legal Repository
Searchable ▾
⚲
IV — Risk Assessment Radar
Radar ▾
Regional Threat Distribution
Donut ▾
Civilian Impact vs. Autonomy Level
Bubble Chart ▾
X = Autonomy % · Y = Accountability Index · Bubble size = civilian impact scale

Civilian Impact Matrix

Visualizing the deadly intersection of autonomy and zero-accountability. Systems pushing toward the extreme bottom-right exhibit near-total targeting autonomy with negligible legal oversight, resulting in the highest scaled risks (bubble magnitude) to civilian populations in conflict zones.

LAWS Treaty & Instrument Obligations
Status ▾
V — Persistent Record Log 0 entries · browser localStorage
Architected & Curated by Avi Perera — Empowering AI Policy.
Data frameworks compiled from: UN GGE · ICRC · SIPRI · HRW · AI Now Institute · +972 Magazine · Amnesty International · The Intercept · ACLU · Nature MI · EJIL. Research & policy reference only. —