// INSIGHTS

FIELD NOTES
& ANALYSIS

Practitioner perspectives on AI security, adversarial testing, and governance from the team that builds the attack tools.

Why We Named It Quantropic

On Quantum Mechanics, Entropy, and the Only Honest Way to Secure AI.

READ ARTICLE →

RL Agents for Network Defence: From CSLE and CybORG to Autonomous Network Agents

Reinforcement learning agents are moving from research ranges into production networks. What CSLE and CybORG have proven in the lab — and what the dual-use reality means for security teams.

READ ARTICLE →

Why LLMs 'Lie' and How the AI Landscape is Shifting to Fix It

Why LLMs confabulate confidently false answers — the failure modes, mitigations, and the post-Transformer architectures emerging to fix it.

READ ARTICLE →