RESOURCES

Blog

Ideas, updates, and practical guidance from the Snorkel team.

Image for Closing the Evaluation Gap in Agentic AI

Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
All articles
Sort: Newest
Out of distribution blindness: why to fix it and how energy can help
Out of distribution blindness: why to fix it and how energy can help

Sharon Li is an assistant professor at the University of Wisconsin-Madison. She presented “Detecting Data Distributional Shift: Challenges and Opportunities” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022. The talk covered a novel approach for handling out-of-distribution objects.

May 03, 2023
Learn more about Out of distribution blindness: why to fix it and how energy can help
Debugging data to build better and more fair ML applications
Debugging data to build better and more fair ML applications

Dr. Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022.

Apr 28, 2023
Learn more about Debugging data to build better and more fair ML applications
Machine learning on Kubernetes: wisdom learned at Snorkel AI
Machine learning on Kubernetes: wisdom learned at Snorkel AI

Snorkel Flow handles intense machine learning workloads, and we’ve built our infrastructure on a foundation of Kubernetes—which was not designed with machine learning in mind.

Apr 27, 2023
Learn more about Machine learning on Kubernetes: wisdom learned at Snorkel AI
Harvard professor: DataPerf and AI’s need for data benchmarks
Harvard professor: DataPerf and AI’s need for data benchmarks

Harvard Professor Vijay Janapa Reddi’s presentation: “DataPerf: Benchmarks for data” from Snorkel AI’s 2022 Future of Data-Centric AI event.

Apr 25, 2023
Learn more about Harvard professor: DataPerf and AI’s need for data benchmarks
AI for banking in the era of ChatGPT
AI for banking in the era of ChatGPT

Forward-looking companies in finance, including banks, have looked to technology to meet challenges and are reaping the rewards of doing so.

Apr 20, 2023
Learn more about AI for banking in the era of ChatGPT
Uniphore chooses Snorkel Flow to accelerate conversational AI
Uniphore chooses Snorkel Flow to accelerate conversational AI

Uniphore, a conversational AI and automation leader, has chosen Snorkel’s data-centric AI platform to accelerate AI development.

Apr 19, 2023
Learn more about Uniphore chooses Snorkel Flow to accelerate conversational AI
Discovering climate change impact  with Snorkel-enabled NLP
Discovering climate change impact with Snorkel-enabled NLP

Prasanna Balaprakash, research and development lead from Argonne National Laboratory gave a presentation entitled “Extracting the Impact of Climate Change from Scientific Literature using Snorkel-Enabled NLP” at Snorkel AI’s Future of Data-Centric AI Workshop in August, 2022.

Apr 18, 2023
Learn more about Discovering climate change impact with Snorkel-enabled NLP
AMA technique: a trick to build systems with foundation models
AMA technique: a trick to build systems with foundation models

Simran Arora is a machine learning researcher at Stanford University. She presented “Ask Me Anything: How are Foundation Models Changing the Way We Build Software” at Snorkel AI’s Foundation Model Virtual Summit 2023.

Apr 13, 2023
Learn more about AMA technique: a trick to build systems with foundation models
Coactive AI’s CEO: quality beats quantity for data selection
Coactive AI’s CEO: quality beats quantity for data selection

Cody Coleman, CEO and Co-Founder of Coactive AI gave a presentation entitled “Data Selection for Data-Centric AI: Quality over Quantity” at Snorkel AI’s Future of Data-Centric AI Event in August 2022.

Apr 11, 2023
Learn more about Coactive AI’s CEO: quality beats quantity for data selection
1 20 21 22 38
Image

Join our newsletter

For expert advice, the latest research, and exclusive events.
By submitting this form, I acknowledge I will receive email updates from Snorkel AI, and I agree to the Terms of Use and acknowledge that my information will be used in accordance with the Privacy Policy.