Blog
Practical, honest guidance for research teams adopting AI - keeping confidential work under your control, making answers verifiable, and choosing where your AI runs.
is chatgpt safe for confidential data
Is ChatGPT Safe for Confidential or Unpublished Research?
A balanced look at the real risks of pasting confidential or unpublished research into general AI assistants - and the safer patterns research teams can adopt instead.
ai fabricated citationsWhy AI Fabricates Citations - and How Grounded RAG Fixes It
Why large language models invent plausible-but-wrong references, what retrieval-augmented generation is, and how grounding answers in your own sources makes citations verifiable.
self-hosted vs managed aiSelf-Hosted vs Managed vs Bring-Your-Own-Key AI for Sensitive Research Data
The three ways to run AI over sensitive research data - self-hosted, managed, and bring-your-own-key - with the data-control, cost, and setup tradeoffs and how to pick.