The machines read everything.
I pick what matters.
AI agents do the reading. Clinical expertise does the filtering. You get the signal, not the noise.
My Pipeline
How the newsletter gets made
01
Agents Scan
Implemented AI agents to routinely search the web for the latest developments at the intersection of AI and healthcare.
- Research papers and preprints
- GitHub repositories and open-source tools
- Industry announcements and product launches
- Academic discussions and expert commentary
02
Intelligent Aggregation
Raw findings are consolidated, deduplicated, and structured. Patterns emerge from the noise.
- Duplicate detection and merging
- Topic clustering and categorisation
- Relevance scoring and prioritisation
- Trend identification across sources
03
Human Curation
The final filter. I personally review the aggregated insights, applying my insights to select what matters.
- Clinical relevance assessment
- Technical quality evaluation
- Real-world applicability check
- Only what genuinely matters makes the cut
What you receive: the 1% that matters.
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