David Fischer
@davidsebfischer.bsky.social
I develop mechanistic machine learning tools for single-cell and spatial omics data to understand the regulatory patterns underlying human disease dynamics.
ai4biomedicine.org
ai4biomedicine.org
We compared kai with one-shot analysis generation by LLMs by scoring the generated Jupyter notebooks based on various criteria. kai consistently outperforms one-shot analysis generation.
November 26, 2025 at 12:55 PM
We compared kai with one-shot analysis generation by LLMs by scoring the generated Jupyter notebooks based on various criteria. kai consistently outperforms one-shot analysis generation.
kai interacts with human scientists through a chat interface in VS Code and directly edits and executes Jupyter notebooks. This design enables kai to autonomously perform analyses while maintaining full accountability.
November 26, 2025 at 12:55 PM
kai interacts with human scientists through a chat interface in VS Code and directly edits and executes Jupyter notebooks. This design enables kai to autonomously perform analyses while maintaining full accountability.
This motivated us to build kai: an agentic AI that uses Jupyter notebooks – the same interface that humans use to collaborate.
November 26, 2025 at 12:55 PM
This motivated us to build kai: an agentic AI that uses Jupyter notebooks – the same interface that humans use to collaborate.
Agentic AI systems are becoming available for use in science – but can we trust them?
November 26, 2025 at 12:55 PM
Agentic AI systems are becoming available for use in science – but can we trust them?