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Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
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Which is better, retrieval augmentation (RAG) or fine-tuning? Both.
Which is better, retrieval augmentation (RAG) or fine-tuning? Both.

Professionals in the data science space often debate whether RAG or fine-tuning yields the better result. The answer is “both.”

Sep 20, 2023
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Former U.S. Chief Data Scientist on past and future of data science
Former U.S. Chief Data Scientist on past and future of data science

Past U.S. Chief Data Scientist DJ Patil talked with Snorkel AI CEO Alex Ratner on topics including the origin of the title “data scientist.”

Sep 12, 2023
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How we matured our ML-on-Kubernetes capabilities and saved on cloud costs
How we matured our ML-on-Kubernetes capabilities and saved on cloud costs

We designed, implemented, and rolled out a multi-faceted autoscaling solution that expands our ML capabilities while saving on cloud costs.

Sep 05, 2023
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4 new papers show foundation models can build on themselves
4 new papers show foundation models can build on themselves

The surest way to improve foundation models is through more and better data, but Snorkel researchers showed FMs can learn from themselves.

Aug 31, 2023
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How GPT helped expand our marketing team’s capacity
How GPT helped expand our marketing team’s capacity

GPT-3 unlocked additional capacity by automating first drafts of internal updates—including blog summaries and sample tweets.

Aug 29, 2023
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How AI saves money and improves banking complaint handling
How AI saves money and improves banking complaint handling

Handling complaints effectively and efficiently with AI is essential to maintain customer satisfaction and protect the bank’s reputation.

Aug 24, 2023
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How Wayfair built better, faster catalog tagging with Snorkel Flow
How Wayfair built better, faster catalog tagging with Snorkel Flow

The following was originally published on Wayfair’s tech blog. We have cross-posted it here, edited only to fit Snorkel’s formatting guidelines. — One of our missions at Wayfair is to help our 22 million customers find the products they are looking for. For example, when a customer searches for a “modern yellow sofa” on Wayfair, we want to show the most…

Aug 22, 2023
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Accelerating predictive task time to value with generative AI
Accelerating predictive task time to value with generative AI

Generative AI can write poems, recite common knowledge, and extract information. GenAI can also help quickly build predictive pipelines.

Aug 17, 2023
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Generative AI essentials: what everyone needs to know about GenAI
Generative AI essentials: what everyone needs to know about GenAI

Experts named generative AI as the most transformative technology of the decade. What is genAI, how does it work and why does it matter?

Aug 16, 2023
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