Questions become structured, traceable work.
Analysis contract
Questions
Economic evidence
Scope
Public policy, science, infrastructure, economics, engineering and research synthesis. Answers are analysis, not binding decisions or professional advice.
Live solution feed
Send a question
Safety boundary
Simulation
Model contract
Latest result
Recent simulation runs
Official economic evidence
Evidence boundary
System organization
public site · Workers AI · durable queue · D1 · R2
bounded CPU jobs · matrices · scheduled work
private data · local simulations · archive
Balanced responsibilities
The public answer path no longer depends on Docker, either local GPU, or this PC being online. Native CUDA work can be added privately without changing the public service.
Connected private workers
The site is the primary product. The Windows app remains an optional private operations console. Only sanitized outbound health is published; no machine controls, private addresses, credentials, or local databases are exposed.
Answer structure
Summary → evidence → options → risks → implementation → measurable outcomes → uncertainty → sources to verify.
Human responsibility
The system can organize evidence and alternatives. Accountable people must verify sources and make consequential decisions.
Data provenance
Official measurements, AI synthesis, local simulation and user-submitted material remain visibly distinct.
Public service
Operations
Privacy
Data contract
Refresh
Work feed: 4 seconds
Nodes: 30 seconds
Operations: 60 seconds
Economy: hourly cache