Red Teaming
Definition pending
We've cataloged "Red Teaming" but haven't written a full definition yet. Definitions are hand-curated rather than auto-generated, so it takes time to cover every term.
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Practical example
Red-teaming is adversarial testing: you pay humans (or another LLM) to try to break your model. Find jailbreaks, biases, factual errors, safety failures. Run it before every major deployment. A proper red-team exercise finds 90% of the issues your users will eventually discover — and costs $5K–50K versus the brand damage of a public failure.
Workflow example
Run a red-teaming cycle: (1) define risk categories (harmful content, prompt injection, PII leakage, factual errors, bias), (2) generate or hire for 1,000 adversarial test cases (use GPT-4 to generate diverse attack prompts if budget-constrained), (3) run against staging model, (4) log every failure, rate severity (low/medium/high/critical), (5) fix critical/high before deploy, (6) update guardrails and system prompt based on findings. Repeat quarterly.