Current work
LAB874 builds research tools that answer from primary sources. Filings answers questions about public companies' SEC filings with every figure traced to the page it came from; Centros models what is happening across the world as it unfolds and how each development propagates; Research explains any paper in plain words, answers questions from its own text, and shows how papers connect; World runs long-range scenario analysis to 2100 on the Limits to Growth model, benchmarked against the historical record.
Answers from SEC filings, traced to the page
Ask about a public company's 10-K and 10-Q filings. Every figure comes from the filing itself, with its period, its page and the cell it was read from; every calculation is shown.
finance.lab874.com 02 · CentrosWorld intelligence, in real time
A continuously updated model of global events: what is happening, where and between whom, how each development propagates across the world, scored for trust and traced to its origin.
centros.lab874.com 03 · ResearchResearch papers, explained and connected
Papers on LLM reasoning, agentic AI and metamaterials, each joined to what it builds on, what cites it and what is closest to it in subject. Open any paper for a plain-language summary, and ask it questions answered from its own text.
research.lab874.com 04 · WorldLong-range scenario planning to 2100
Stress-test the global outlook on the Limits to Growth model, World3-03. Set assumptions on resources, technology, demographics and output, model shocks such as conflict or infrastructure failure, and compare each scenario's outcomes against the baseline and the historical record. Every scenario is kept with its results.
world.lab874.comAll four sign in with a passkey; access is by invitation.
What we do
Metamaterial discovery
Finding engineered structures with properties no natural material has, from the research behind them to new designs.
The filings, as filed
Public companies' SEC filings read as they are: every figure from the filing itself, traced to its page, nothing estimated.
World intelligence
A live model of the world: every event, actor and place as it unfolds, joined across languages and borders, with how each development spreads and who moves it first.
Multi-domain vehicle AI
Advancing AI for vehicles that work across domains: air, land, sea and space.