AI-Assisted Science Writing Workflow
Evaluated and integrated AI tools into science writing workflows without sacrificing quality.
Situation
Editorial teams were curious about AI support tools but needed a safe, quality-controlled way to use them in research communication.
Tools explored
- Perplexity
- NotebookLM
What Katrina implemented
- Practical usage patterns for drafting and planning support.
- Verification routines to check accuracy before publication.
- Guidance for when human review must override model output.
- Workflow notes that preserved institutional tone and scientific clarity.
Result
Teams gained time-saving support while maintaining editorial standards and trust in published content.