AI/ML research, structured and traceable
Syntology indexes papers, authors, methods and code across the major
ML, vision and language venues, and links every relation back to where
it came from. Every reference implementation carries a verification
level on a fixed ladder — imports, executes, agrees with an
independent implementation, passes the paper's own property tests —
shown honestly whichever rung it actually reached, not just the
winners.
Explorer
Ask a real question, answered live — sources, confidence, and the
citation neighborhood traced beneath it, not a derived summary you
can't check. Open the Explorer.
Ask the graph
Natural-language questions, traced answers. Free trial access for
agents via OAuth. Read the API docs.
Code
Reference implementations, machine-verified against the paper that
proposed them — every level on the ladder shown honestly, not just the
winners. Browse verified code.
The Atlas
— half a million papers and three million citations as one navigable
map — and the methodology, which states what
the graph refuses to claim.