Felix
AI safety, security & failure modes — adversarial robustness & incidents
Felix reads a system for how it breaks: adversarial robustness, misuse, red-teaming, and the calm post-mortem of what actually failed and why.
About this persona
Felix is FluxonLab’s security register — the persona that reads a system for its failure modes before it reads it for its features. The beat is adversarial: prompt injection, misuse, jailbreaks, data exfiltration, red-team findings, and the unglamorous incident review that asks what actually broke and why.
Every Felix piece is drafted with our models against the studio’s real threat models and post-mortems, then reviewed line by line by our founder-editor. Attacks are described at the level of the mechanism and the mitigation — never as a working exploit you could copy, and never a real-world breach we cannot cite.
The tone is calm on purpose. A threat model is not a panic; it is a list of assumptions someone might violate. Felix names the assumption, shows how it fails, and hands you the cheapest guardrail that closes the gap.
