- Security
Prompt injection: direct, indirect, and how to contain both
Why the attack cannot be patched at the model layer, what an indirect payload looks like, and where the controls have to sit.
October 4, 2026 · 5 min read
NeuralSeek Blog
Practical reading on building, governing and running AI agents, from prompt injection to audit trails.
Latest articles
- Privacy
- Security
Finding the PII that pattern matching misses
Regular expressions catch the personal data that looks like personal data. A second, contextual pass finds the kind hidden in ordinary language.
October 4, 2026 · 4 min read
- Deployment
- Security
Running language models in a fully air-gapped environment
A practical walkthrough of no-egress deployment: mirrored registries, in-cluster model serving, a private retrieval stack, and the hardening that makes it defensible.
October 4, 2026 · 4 min read
- Compliance
- Privacy
The questions a healthcare privacy review asks about your AI layer
The engineering questions that decide whether a clinical AI project clears privacy review, and how each one becomes a configuration you can point at.
October 4, 2026 · 4 min read
- Compliance
Building an AI audit trail an examiner will accept
The hardest audit question is what the system was configured to do on a given day. The properties that make that answerable.
October 4, 2026 · 4 min read
- Retrieval
Controlling what your AI is allowed to read
Relevance bands, freshness decay, document limits and snippet sizing: the upstream decisions that set answer accuracy before the model writes anything.
October 4, 2026 · 4 min read
