What AI Changes
How these connect
AlphaFold and what it relates to. Every line is an evidence-backed relation, and the arrangement is fixed — this address draws this picture, today and next year.
Open more3
- Expand CASP — Critical Assessment of Structure Prediction — 1 more
- Expand Google DeepMind — 2 more
- Expand Deep learning — 5 more
Every relation drawn, in words7
- AlphaFold · created_by · Google DeepMind
AlphaFold was developed at Google DeepMind, with John Jumper leading the AlphaFold2 work.
- AlphaFold · created_by · John Jumper
Jumper led the AlphaFold2 team and is first author of the 2021 Nature paper.
- AlphaFold · depends_on · Deep learning
AlphaFold2 is a learned model trained on the experimentally determined structures in the Protein Data Bank; it derives no fold from first principles.
- AlphaFold2 is assessed blind at CASP14 · concerns · AlphaFold
The fourteenth CASP experiment is the occasion on which AlphaFold2's accuracy was established under blind conditions.
- CASP — Critical Assessment of Structure Prediction · assesses · AlphaFold
CASP14 scored AlphaFold2 blind against experimentally solved structures that had been withheld from publication, with independent assessors and targets the predictor did not choose.
- AlphaFold Protein Structure Database · derived_from · AlphaFold
The database holds predictions generated by AlphaFold rather than experimentally determined structures.
- The Nobel Prize in Chemistry recognises protein structure prediction · concerns · AlphaFold
Half the 2024 Chemistry prize was awarded jointly to Hassabis and Jumper for protein structure prediction, the work AlphaFold performs.