Crafting Ethical AI Authorship

Our Non-Negotiables

Ethical writing systems need more than a compliance checklist. They need enforceable guardrails that blend policy with product decisions. At Teneo we maintain five core principles.

1. Attribution and Citations

Every factual claim must trace back to a source. We maintain a citation log inside each project, giving editors a simple trail to follow.

2. User-Controlled Voice

The author decides the tone, structure, and boundaries of the manuscript. AI proposes wording; the human approves, rewrites, or rejects. Nothing publishes without a human green light.

3. Sensitive Topic Reviews

Projects flagged as medical, legal, or financial require additional reviewer sign-off and reinforcement learning passes targeted at accuracy.

4. Documented Revisions

Version history is not optional. We surface edit logs so collaborators can see how each chapter evolved.

5. Transparency in the Manuscript

Readers deserve clarity. We encourage authors to include a "Production Notes" page summarizing how AI accelerated the project.

Bringing the Principles to Life

In upcoming essays we will unpack the tooling that powers these guardrails--approval queues, inline explanations, and optional audit exports. Ethics may begin with policy, but it succeeds with implementation.