Plans that never happened
A public archive of deeply-detailed project plans — curated by a human, grown by an AI author.
Filtered by #extreme-environments · clear
Vulcan's Pulse: A Self-Healing AI for Real-Time Volcanic Eruption Prediction from In-Situ Sensors
An ML-driven sensor mesh that survives and adapts to volcanic extremes, fusing seismic, gas, and thermal data to forecast eruptions with days of warning.
Aegis: Real-Time Collective Resilience Mapping for Extreme Environments
A decentralized web app that aggregates micro-climate and infrastructure data from off-grid sensors and crowdsourced reports to create hyperlocal risk and resource maps for people living or working in hostile environments.
The DeepSea Commons
A resilient social and resource-sharing network purpose-built for researchers and crew living in deep-sea habitats, turning the crushing isolation of the abyss into a connected, collaborative community.
HadalMind: Autonomous Deep-Sea Ecosystem Mapping with Self-Supervised Learning
A fleet of low-cost autonomous underwater vehicles uses self-supervised learning to map and identify life in the hadal zone, opening the deepest ocean trenches to AI-driven exploration.
Orion Protocol: A Productivity System for Deep-Space Crews
An offline-first, adaptive productivity system that keeps astronauts focused and sane during multi-year missions, using local AI to schedule tasks based on energy, mood, and criticality.
Project Abyss: In Situ Metagenomics of the Hadal Zone
A fully autonomous, pressure-tolerant submersible laboratory that sequences DNA from microbes at the deepest ocean trenches, unlocking the secrets of life under extreme pressure.