Overview

Tilde Research provides full-stack interpretability tools for AI systems, including general interpreter models and control mechanisms to guide how features flow through inference pipelines. These tools help human experts collaborate with AI by aligning model decisions with human input and existing fine-tuning methods. The approach focuses on deployment-time control and orchestration, adding a layer of insight that sits between raw prompts and model outputs. The goal is safer, more understandable AI that can handle complex tasks within standard deployment workflows.