ExoPriors

ExoPriors builds search in pursuit of existential philanthropy.

Search engines compress the internet into ten links. Scry gives agents the underlying data: SQL over a live index of the public internet — forums, papers, social archives, prediction markets, government records — growing by billions of posts and comments a day. Crawlers, storage, indexes, the query layer above them: ours end to end.

Completeness is the point. Which authors actually shifted a field's thinking? Who is doing neglected work and quietly running out of money? Questions like these are answered in millions of comments, not ten links — and an agent that can query every row doesn't miss one.

Scry is operated as a philanthropic service for researchers; every answer keeps its evidence attached. Institutional partnerships: [email protected].

Product

Scry

A research engine for agents — read-only SQL, typed search, and compositional vector search over a web-scale corpus.

70.6B+ records · 8.9B+ embeddings · 50+ sources

Research

llmsort

A Rust library and CLI for ranking with LLM judges: pairwise ratio judgments fitted into calibrated cardinal scores with uncertainty, active pair selection, budget control, and full cost records. MIT.

Company

ExoPriors was founded by Xyra Sinclair.