CARE

Research

3 records

Research

Papers, working drafts, and open-source tools from CARE.

  • 1 Working
  • 2 Preprint pending

Working papers

  1. CH 01

    Working paper

    Michael Turon

    Beyond Cost-Quality: Privacy-Aware Routing for Local-to-Cloud LLM Escalation

    A five-class scheme for labelling how sensitive a request is, and routing it only to the set of models allowed to see it.

    • Full textPending

Preprints

  1. CH 02

    Preprint pending

    Michael Turon

    The Cost of Governance: Measuring Overhead in Toggleable LLM Agent Safety Layers

    How much time governance checks add to each API call. Measured results will follow an archived replication run.

  2. CH 03

    Preprint pending

    Michael Turon

    claw0: A Zero-Dependency Agent Governance Framework

    One Python file that runs all five common agent patterns: tool use, ReAct, planning, reflection, and multi-agent. It needs no outside libraries.

    • Full textPending