FLOWSEAL Moves LLM-Agent Privacy Enforcement Outside the Model
The key architectural finding is that a model should not be both the component interpreting an adversary's request and the component enforcing the privacy rule; FLOWSEAL moves the enforcement decision to a tool-level layer outside the model context.
2026-09-20