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

https://sophiasbestinsights.theglensecret.com/claude-opus-4-6-14-index-vs-claude-4-5-negative-how-much-better-a-data-first-comparison-feb-2026

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