Language, speech & machine intelligence
Language models in the loop
Drafting, summarizing and checking, under human gates.
Models draft emails, summaries and reviews from the record. A person approves every outward step. Each model run receives a packet that says exactly what it may read and write.
Examples of our work
Owner-facing drafts
Used a harness that selects the right voice and facts for an owner-facing email, memo or report, then hands the draft to a person.
Adversarial reading
Ran a falsifier pass on proposals using the smallest model able to find a flaw, escalating only when it could not.