resources

Resource library

Explore our complete library of resources including blogs, benchmarks, research papers and more.
Image for Evaluating Coding Agent Capabilities with Terminal-Bench: Snorkel’s Role in Building the Next Generation Benchmark
Blog

Evaluating Coding Agent Capabilities with Terminal-Bench: Snorkel’s Role in Building the Next Generation Benchmark

Announcing a $3M commitment to launch Open Benchmarks Grants
September 30, 2025
Image for Closing the Evaluation Gap in Agentic AI
Blog

Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
Image for Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory
Blog

Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory

Announcing a $3M commitment to launch Open Benchmarks Grants
March 31, 2026
Image for Building FinQA: An Open RL Environment for Financial Reasoning Agents
Blog

Building FinQA: An Open RL Environment for Financial Reasoning Agents

Announcing a $3M commitment to launch Open Benchmarks Grants
March 30, 2026
Image for The science of rubric design
Blog

The science of rubric design

Announcing a $3M commitment to launch Open Benchmarks Grants
September 11, 2025
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Luminaries and enterprise veterans to speak at Future of Data-centric AI
Blog
Luminaries and enterprise veterans to speak at Future of Data-centric AI

The Future of Data-centric AI will bring together a star-studded lineup of expert speakers from ML, AI, and data science.

May 24, 2023
Learn more about Luminaries and enterprise veterans to speak at Future of Data-centric AI
Stanford professor on data-centric AI for healthcare and medicine
Blog
Stanford professor on data-centric AI for healthcare and medicine

Stanford assistant professor James Zou, presents “Responsible Data-Centric AI for Healthcare and Medicine” at The Future of Data-Centric AI.

May 18, 2023
Learn more about Stanford professor on data-centric AI for healthcare and medicine
Knowledge graphs: build better models and reclaim predictive value
Blog
Knowledge graphs: build better models and reclaim predictive value

Amy Hodler, senior director at RelationalAI, presents “Reclaim Predictive Data with Knowledge Graphs” at The Future of Data-Centric AI.

May 17, 2023
Learn more about Knowledge graphs: build better models and reclaim predictive value
Capital One’s data-centric solutions to banking business challenges
Blog
Capital One’s data-centric solutions to banking business challenges

Three experts gave a look into Capital One’s data-centric solutions to solve the bank’s business problems and improve customer experience.

May 12, 2023
Learn more about Capital One’s data-centric solutions to banking business challenges
Dataset cartography: a data science lesson from Capital One
Blog
Dataset cartography: a data science lesson from Capital One

William Huang, senior data scientist at Capital One, discussed “dataset cartography” and its value at the Future of Data-Centric AI 2022.

May 10, 2023
Learn more about Dataset cartography: a data science lesson from Capital One
Poster presenters compete to win desktop GPU
Blog
Poster presenters compete to win desktop GPU

Snorkel AI has accepted the first batch of applications for its first annual virtual poster competition. But there’s still time to add yours to the mix.

May 09, 2023
Learn more about Poster presenters compete to win desktop GPU
Use your data to build your AI moat: The Future of Data-Centric AI 2023
Blog
Use your data to build your AI moat: The Future of Data-Centric AI 2023

Join us on June 7-8 to learn how to use your data to build your AI moat at The Future of Data-Centric AI 2023 free virtual conference.

May 04, 2023
Learn more about Use your data to build your AI moat: The Future of Data-Centric AI 2023
Redesigning Snorkel’s interactive machine learning systems
Blog
Redesigning Snorkel’s interactive machine learning systems

To empower our enterprise customers, we redesigned the ML systems behind Snorkel Flow to make sure we were meeting customer needs.

May 03, 2023
Learn more about Redesigning Snorkel’s interactive machine learning systems
Out of distribution blindness: why to fix it and how energy can help
Blog
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
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