ethical-tech-colab

Manhattan Bridge Digital Twin — a source-governed, part-addressable control skeleton for browser rendering and HO-scale study. Every dimension traces to a registered source with an explicit confidence grade.

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

Summer 2026 Tech Showcase slide deck for Ethical Tech CoLab — a browser-based interactive presentation

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

CORS proxy for Ethical Tech CoLab GitHub Pages — routes AI calls to Claude API and GPU models with origin allowlisting and rate limiting

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

3D records of cultural objects, from every side. Guided photogrammetry capture with a quality rubric that states what a record is fit for - reference, study or indicative - plus signed provenance from photographs through to mesh. Evidence provider for the DPA artefact and repatriation programme.

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

Art passport

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

Research knowledge base on AI models: architecture, training, evaluation, inference, hardware, and model profiles — an Ethical Tech CoLab project

Drop-in "Read as book" page-turning viewer — flip through a PDF as a real book, in any website. Core + React + PDF→pages CLI.

Agentic Behavior Observatory - paste a GitHub repo URL and get a live, evidence-linked analysis of how it models agentic behavior: agent-based simulation, synthetic populations, LLM-based behavioral modeling, reinforcement learning and evaluation rigor, plus the demographic dimensions and model versions it rests on.

AI's Carbon Footprint — an Ethical Tech CoLab report on the environmental impact of AI

AI-Powered Assistance in Formulating Research Questions — an Ethical Tech CoLab project

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

What Is Ethical AI? — Ethical Tech CoLab foundational paper (July 2026)

Forced Labor Structural Risk Index

High Speed Assessment and Satellite Tracking for Emergencies