A short structural framing for prompt injection, with an open-source POC using cryptographic boundaries and separate data/control planes.
Prompt injection is often described as an LLM behavior problem.
The model is too obedient.
The prompt is not strict enough.
The system message needs better wording.
The model needs to distinguish instructions from data more reliably.
There is a paper that reframes prompt injection in a way that is hard to unsee: Prompt Injection as...
Prompt injection has held the #1 spot on OWASP's LLM Top 10 across every edition. Here's why it's unsolvable, how agentic AI made…
The Idea: Hidden Instructions Inside Trusted Content Prompt injection is an attack where...
This morning, while working on an LLM integration in my own financial analysis tool, I encountered an...
In the past two years, businesses have been trying to fit large language models (LLMs) into support, analytics, development, and…
A recall reference built from working through a 7-layer prompt-injection challenge. Focus: how each...
