RealFeedApp Resolution autoformalized singularity resolution
Startup Resolution automatically formalized a mathematical statement regarding the resolution of singularities using agents to develop plans. This lays the groundwork for automated research into the relationship between loss landscape geometry and generalization.
- Field
- how neural networks work
- What they did
- AI safety startup Resolution has automatically formalized mathematical statements related to statistical learning theory, including the resolution of singularities.
- Why it matters
- This work lays the groundwork for further automated research into the relationship between loss landscape geometry and generalization.
#alignment#math#resolution#ai safety#formalization
