Projects and initiatives that we've released or are currently working on.
A chronological showcase of our most recent projects and initiatives, sorted by release date.
Why Communities Fight Data Centers
Draft working paper — a framework for understanding community opposition to the U.S. data center buildout.
Data Center Policy Across the 50 States
Draft working paper — the first integrated 50-state survey of data center incentives, land use, and energy policy.
Nuisance Map
An open-source web application helping Michigan residents document and track evidence for nuisance cases involving data centers, solar parks, battery storage, and related construction.
Moratorium Nation
A cross-sector survey of 116 infrastructure development moratoria across 30 U.S. states.
KL3M Data Project
Copyright-clean training resources for large language models across legal, regulatory, and government domains.
Legal Sentence Boundary Detection
Precision tools for legal text analysis with NUPunkt and CharBoundary libraries.
KL3M Tokenizers
Domain-specific tokenizers achieving up to 83% efficiency gains for legal and financial NLP
FOLIO - Federated Open Legal Information Ontology
Creating and supporting open knowledge graphs for legal
All the Patents
Generating and publishing obvious inventions to improve the patent system
KL3M Toxicity
Toxicity analysis
KL3M
The first LLM to receive the Fairly Trained certification.
leeky
A Python library to test for training data contamination on black box models.
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