World Signal
AI Timeline
A living horizontal timeline tracking how AI transforms the structure of reality — from tool, to system, to infrastructure.
Launched · May 2026
Live Observations
Tracking important signals shaping the future.
A continuously evolving dashboard focused on AI infrastructure, energy systems, markets, emerging technologies, global risks, and long-term structural change.
Economy Signal
Valuation Water Level
Tracking PE percentile across 10 major sector ETFs — a living map of where capital flows.
Launched · May 2026
Energy
Oil & global energy flows
Watching crude oil trends, geopolitical risks, energy transition dynamics, and industrial demand signals.
Last updated · May 2026
AI Infrastructure
Space-based data centers
Tracking orbital computing infrastructure, cooling economics, energy efficiency, and next-generation AI infrastructure bets.
Last updated · May 2026
Bio Risk
Hantavirus & emerging diseases
Monitoring unusual outbreaks, zoonotic risks, public health signals, and global response capability.
Last updated · May 2026
Markets
AI capital expenditure cycle
Following hyperscaler spending, GPU supply chains, AI monetization, and infrastructure saturation risk.
Last updated · May 2026
Society
Cognitive overload in modern work
Exploring how AI changes attention, decision-making, work rhythms, and sustainable human productivity.
Last updated · May 2026
Future Systems
Human + AI operating models
Studying how individuals and organizations evolve from tool usage toward AI-native systems thinking.
Last updated · May 2026