Pushing the Pareto Frontier for Clinical Deidentification

CIPHER is Latent's 1.5B-parameter de-identification model: frontier-level recall of 97.9% on PHI redaction at about 1/1000th the inference cost of frontier LLMs.

Adaptive LLMs for Medical Question Answering via Evolution