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Module 13 · AI Security Evaluations
How do you know if your AI is safe enough? Structured evaluation. Eval categories Adversarial robustness — does it resist attacks? Toxicity — does it produce harmful content? Bias — does it discriminate? Privacy — does it leak training data? Reliability — does it hallucinate? Capability — what can the model do that’s sensitive? Tools […]
Module 4 · Fine-tuning & Custom Models
When APIs aren't enough — train, evaluate, deploy custom models on your own infra. LoRA, vLLM, evals, and the cost trade-offs.