Webinar Recording: Benchmarking Jev, What the Results Mean in Practice
Watch the recording of our 29 September webinar on Jev’s benchmark results and what they mean for model choice and practical legal workflows.
Webinar recording
Blog.
Short notes and updates from inside the lab.
Benchmarking Jev: decision models for contract review
Jev, Laya, DiffusionGemma and Gemini on two contract benchmarks. A comparison of answer quality, cost and latency.
Benchmark preview
Build Your Own Legal AI Benchmark
Define what good means for your firm, then test every model on your own tasks inside LegalWork.
Product noteLegalWork
Why some law firms are training their own models
Sovereign models enable strategic positioning and continual improvements.
Essay
Run LLM Emotion Steering at Scale
Extract, test, and serve Qwen3-8B emotion vectors through a high-throughput vLLM API.
Technical noteCode
How We Measure the Predictiveness of Agents
A map of what is predicted, how it is measured, and how it is validated in LLM-based human simulation.
Working paper