Insights
Publications, research and the work behind them.
Everything KOR IT has published, and the projects the publications came out of. Where a claim is provisional, the page it sits on says so.
Research
Questions the engineering ran into.
Memory Poisoning: When AI Agent Memory Becomes a Security Boundary
Persistent agent memory is an attack surface. We examine provenance, recall policy, and why memory operations remain largely invisible to the SOC.
Agent Security · September 2026
Memory Contract Specification
Experimental research, not a standard: can a runtime contract decide when a stored memory entry is permitted to influence an agent's reasoning?
Agent Security · June 2026
Agent Security: Identity, Tools, Memory and Runtime Policy
An active research programme on agent security: identity and authorisation, tool and MCP inventory, memory, runtime policy, and telemetry.
AI Security · April 2026
Projects
The systems behind the writing.
Agent Security Control Plane
Prototype control plane for governing how agents reach memory, tools, identities and data, with policy and telemetry as first-class layers.
AI Security · Agent Security
Memory Contract Specification
An experimental specification for runtime contracts that decide when a memory record is allowed to influence an agent. Principle: Trust Before Recall.
Agent Memory Security · Agent Security
Sovereign Agentic AI Lab
A self-hosted agentic AI environment on owned hardware, used to study inference, retrieval and agent security without external model dependencies.
AI Infrastructure · AI Security