Leveraging generative AI for target identification: ensuring data integrity and establishing data provenance
31 Oct 2024
Target Identification
- How do you see foundational models or generative AI being effectively applied in target identification or validation problems? How do these methods work in concert with other existing bioinformatic approaches?
- How do we handle data provenance and explainability of findings when using foundational models integrating many data sources with different levels of documentation and quality?
- Can foundational models and generative AI take the place of certain wet lab experimentation? What types of experiments and what is convincing evidence of this potential?
- What are strategies to improve reliability and acceptance of these technologies?
