Deep explanation
Secure Cosine Similarity in a customer onboarding assistant
Junior security interview question on Cosine Similarity within Embeddings.
Quick answer
Start by framing the problem in production terms for Cosine Similarity, then explain the root causes, a step-by-step investigation path, and the architecture or process changes you would ship for a Junior Embeddings role.
The interview question
Security review flagged risks in a customer onboarding assistant around Cosine Similarity, including possible prompt injection, data leakage, or unauthorized tool access. How would you assess and mitigate the threat model?
Deep explanation
1. Short Interview Answer
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EmbeddingsEmbedding FundamentalsCosine SimilarityJuniorSecurity