Start with what you’re reading.
Add PDFs, source text or a DOI to a private workspace. Keep the source and the ideas drawn from it together.
For people who follow an idea further
See how your
research connects.
Bring your sources into a living wiki. Explore the ideas inside them, trace their relationships, and work through your next question with a map beside you.
Two real collections. Open to explore. No account needed.
Inside a research map 01 / LANGUAGE MODELS
A source is a starting point.
The connections are where understanding grows.
and researchers across disciplines.
Give each relationship a reason.
Explore ideas, findings and methods as pages on a map. Open a connection to see what it means and where it came from.
Keep your understanding moving.
Build your graph with the assistant, inspect the results, and keep developing it with new papers, edits and focused research extracts.
Explore the evidence
Different fields.
The same curiosity.
Language models
From the Transformer to reasoning: architecture, prompting, scaling and alignment.
Open the map ↗MATERIALS ENGINEERING · 55 PAPERSJohnson–Cook lineage
Follow a foundational material model through decades of testing, calibration and application.
Open the map ↗