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What is decision provenance and why does drug discovery need it now?
A practical definition of what it means to make scientific decisions traceable, and why this is critical in the AI era.
Jun 25
•
Lauren Phillips
11
2
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Encoding Scientific Judgment into AI Systems
Pilots pass every benchmark yet rarely change a decision that matters. The durable opportunity is to encode scientific judgment into a shared reasoning…
Jun 23
•
Christopher Li
8
1
Beware the Ouroboros of Biology.
A system struggling to break from consensus.
Mar 2
•
Christopher Li
19
4
1
Biology is a graph.
Why every pharma needs a knowledge graph as foundational infrastructure.
Nov 3, 2025
•
Christopher Li
4
Applied graph analytics for indication expansion in drug discovery.
Part 2 - Graph Patterns for Indication Selection
Feb 11, 2025
•
Christopher Li
15
Graph Pattern Series: Indication selection.
Part 1 - Introduction, Patient Recruitment with Graphs
Jan 22, 2025
•
Christopher Li
3
The Reactome Knowledgebase: Powering Biological Research with Knowledge Graphs
A look into how the best scientists and system biologists organize biological information.
Sep 23, 2024
•
Christopher Li
and
Nancy T Li
1
How to transform multi-omic data into knowledge graphs and do useful things with them.
A practical guide to omics data modeling in graphs.
Aug 26, 2024
•
Christopher Li
3
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BioBox Blog
The Decision OS for AI-driven Pharma
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