Things you can use, not screenshots of things I made
Working exhibits from active AI red teaming. Every one runs entirely in your browser:
no backend, no model call, no API key, nothing sent anywhere. Same input, same output,
every time. These are detection artefacts, not a model grading itself.
Play attacker against a support agent that has a system prompt, a tool and a secret.
Three attack paths get in. Four defences can stop them, but none of the four stops
all three, and you can prove it by toggling one at a time and re-running the same
attack.
Runs on A deterministic rule engine, not a model
Method Toggle a control, re-run, observe the delta
Demonstrates Threat modelling, defence in depth, agent security
Six levels, each adding one control on top of the last, each beaten by finding
the technique that control doesn't cover. Level 6 is the one worth sitting with:
every direct route is closed, and the way through is that a system which refuses
to state a secret will happily describe it.
Format Six progressive levels, flags to capture
Method Deterministic. No model, progress stays in your browser
Paste any prompt and see which of ten adversarial categories it matches, which
exact pattern fired, and why that pattern is there. The classifier is honest about
its own false-negative rate, which is the part most demos leave out.
The same ten categories as browsable reference: mechanism, what a detection rule
would key on, a mitigation that actually addresses the mechanism, and the OWASP
LLM Top 10 entry each one maps to. Organised by mechanism rather than by phrasing,
which is why the categories outlive any specific exploit.
This site is static. There is no server and therefore no safe place to hold an API key,
so nothing in the Lab calls a model. That constraint turned out to be the better design:
a rule-based classifier gives reproducible results, costs nothing to run, works offline,
has no abuse surface, and can be read line by line to see exactly why it decided what it
decided. A model grading its own attack surface can do none of those things.
The trade is real and worth stating: pattern matching misses novel attacks. Every exhibit
here says so where it matters, because a detection tool that oversells its coverage is
worse than no tool at all.