AI Engineering
RAG vs. Fine-Tuning: Picking the Right Tool for Your Knowledge Base
A practical, non-hype breakdown of when retrieval beats fine-tuning for grounding an AI system in your company's data — and when it doesn't.
Usama Malik3 min read
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Articles tagged “Chatbots”
3 articles found.
AI Engineering
What Building a HIPAA-Aware Intake Bot Taught Us About Trust
Lessons from shipping a conversational intake assistant across 12 clinics — the technical decisions were the easy part.
Usama Malik2 min read
AI Engineering
Designing the Moment Your Chatbot Should Say 'I Don't Know'
The single highest-leverage design decision in a support chatbot isn't the model you pick — it's how honestly it hands off to a human.
Usama Malik2 min read