Practical Checklist for Deploying DeepSeek-R1 in Systems Where Hallucinations Have Real Consequences

https://www.mediafire.com/file/bj2qr0zejl3ytp4/pdf-8880-1899.pdf/file

Why this checklist matters for CTOs and ML teams making risk-first model choices If your production system faces financial, legal, or safety risks from incorrect model outputs, superficial benchmarks and vendor slides are