Meet AutoCuratorOur first autonomous training data researcher
AutoCurator
Improving Karpathy's AutoResearch with data curation
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What is Provena
Provena is buildingautonomous training data researchersto continuously improve your model
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Why Provena
Data shapes models.Yet the biggest gains remain undiscovered
The Problem
Our Solution
Best practices are scattered across researchers
Build on what already works
Experimentation takes time
Explore more hypotheses autonomously
Learnings get lost
Make every experiment compound
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How It Works
Bring us a model objective.
We'll research the data
01
Define the objective
What capability do you want to improve?
02
Research what works
AutoCurator proposes and tests data interventions
03
Measure the impact
See what improves performance — and why
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Self-improving AI systems require
self-improving data systems
Ready