Build systems that can think, coordinate, and endure.
Metademic is an independent research lab. We explore how intelligent, distributed systems can move from research concepts into useful infrastructure — and we publish what we find.
Open research at metademic.com
Journals, publications, researcher profiles — the live scholarly information system operated by Metademic. Link to it — don't clone it here.
VISIT WWW.METADEMIC.COMLatest research
From research to working systems
Resource coordination
Architectures for finding, scheduling, sharing, and measuring compute resources across heterogeneous devices.
Adaptive autonomy
Machine-learning and control methods that make complex systems more robust, efficient, and responsive.
Deployable products
Prototype research in software and hardware so technical ideas can be tested under real operating constraints.
News
Metademic joins the Open Research Coalition
Committing our journals and tooling to open, verifiable scholarship.
4 min readRACoN: early preview for research partners
A distributed LLM system designed for scientific work — now in limited preview.
6 min readmetademic.com: faster discovery across journals and profiles
Updates to search, article pages, and researcher profiles on the live platform.
3 min readOpen Research report 2026
What we published, reviewed, and opened this year — and what remains to do.
8 min readLatest research
Mapping citation graphs at scale without losing provenance
A method for large-scale citation resolution that preserves source fidelity.
14 min readEvaluating LLMs on peer review: a benchmark and its limits
We test model assistance in review and show where human judgment still dominates.
11 min readField notes: distributed inference for long-context scientific documents
Early lessons from RACoN’s inference layer on 100k+ token papers.
9 min readOpen research is the product.
We operate metademic.com as scholarly infrastructure — and build prototypes like RACoN to help researchers work with long, cited, reproducible sources.