After the Corridor: from AI-informed evacuation to digital public goods for refugee economic inclusion — an Ethical Tech CoLab research report, grounded at Dzaleka Refugee Camp, Malawi

Alana's CERAI Evacuation Model

High Speed Assessment and Satellite Tracking for Emergencies

A WarGames (1983)-inspired terminal thriller with a modern AI-agent framing, plus a Monte Carlo simulation harness and case study.

Forced Labor Structural Risk Index

Evacuation Simulator — an agent-based model of how information spread and demographics shape community evacuation behavior

Evacuation Inform Index (EII) — interactive world map of INFORM Severity crises with live news and conflict timelines, an Ethical Tech CoLab project

Daily severity model for civilian evacuation during the siege of Mariupol (Mar–May 2022) — open data, IHL-anchored, interactive briefing tool.

Evacuation Readiness & Uncertainty Simulator — models how field-intelligence uncertainty degrades civilian evacuation decisions in armed conflict

Diplomatic Simulator — interactive multi-party diplomatic negotiation simulation (Ethical Tech CoLab)

ERCF — Evacuation Risk and Cost Framework: decision-support tool estimating the human and financial cost of civilian evacuation in armed conflict

Civilian Evacuation Risk Platform — one FastAPI app unifying the EII crisis map, ERCF scenario model, and CERAI risk assessment