RESEARCH / FIRST-PARTY RECORD

Research before claims.

Public records for work in progress, planned studies and internal prototypes. Status and limitations are part of the evidence.

01 / methodology scaffold

State of Generative Authority 2026

A planned longitudinal study of source citation, entity consistency and recommendation readiness across generative answer surfaces.

ResultsNot published

No observations or conclusions have been published. This record defines the study before data collection begins.

02 / internal prototype

First-party research into local-first autonomous agents using Ollama and open components, with long-form publishing and short-form media workflows.

ResultsNot published

Internal prototype. No production availability, public benchmark or commercial performance claim is made.

03 / in development

An engineering MVP exploring policy-controlled agent-to-agent message inspection, capability boundaries and auditable routing.

ResultsNot published

In development and not a production security product. Public material intentionally excludes sensitive implementation detail.