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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
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Blog

The science of rubric design

Announcing a $3M commitment to launch Open Benchmarks Grants
September 11, 2025
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Operationalizing knowledge for data-centric AI
Blog
Operationalizing knowledge for data-centric AI

Snorkel AI CEO and Co-Founder Alex Ratner’s introduction to data-centric AI from the 2022 Future of Data-Centric AI virtual conference.

Feb 27, 2023
Learn more about Operationalizing knowledge for data-centric AI
Credo AI DS head on operationalizing responsible AI
Blog
Credo AI DS head on operationalizing responsible AI

Credo AI’s head of data science explains at Snorkel’s FDCAI 2022 how his team works to operationalize responsible AI assessment tools.

Feb 22, 2023
Learn more about Credo AI DS head on operationalizing responsible AI
How a Brown professor sharpened and shrunk GPT-3
Blog
How a Brown professor sharpened and shrunk GPT-3

Brown professor Stephen Bach tells Snorkel CEO Alex Ratner about his research into improving foundation models like GPT-3 with curated data.

Feb 21, 2023
Learn more about How a Brown professor sharpened and shrunk GPT-3
Cleanlab CEO shows automatic data-cleansing tools
Blog
Cleanlab CEO shows automatic data-cleansing tools

Cleanlab Co-Founder and CEO Curtis Northcutt presents his company’s automatic, universal and open-source tools to quickly clean data sets.

Feb 17, 2023
Learn more about Cleanlab CEO shows automatic data-cleansing tools
Aspect-based sentiment analysis in Snorkel Flow
Blog
Aspect-based sentiment analysis in Snorkel Flow

Understanding and quantifying people’s opinions has become increasingly important to businesses, but the way people can express multiple thoughts in the same sentence has frustrated practitioners’ efforts to extract those opinions cleanly—a problem we can solve through aspect-based sentiment analysis (ABSA).

Feb 15, 2023
Learn more about Aspect-based sentiment analysis in Snorkel Flow
Comcast’s data-centric approach to speech interfaces
Blog
Comcast’s data-centric approach to speech interfaces

Jan Neumann, Vice President of Machine Learning for Comcast Applied AI and Discovery, describes Comcast’s data-centric AI approach to speech.

Feb 14, 2023
Learn more about Comcast’s data-centric approach to speech interfaces
Meta research manager talks speech and search
Blog
Meta research manager talks speech and search

Meta senior applied research manager Anoop Sinha and Snorkel AI co-founder Braden Hancock discuss mastering speech and search with TWIML host Sam Charrington.

Feb 10, 2023
Learn more about Meta research manager talks speech and search
Using Snowflake Connector in Snorkel Flow
Blog
Using Snowflake Connector in Snorkel Flow

As part of Snorkel AI’s partnership with Snowflake, users can now upload millions of rows of data seamlessly from their Snowflake warehouse into Snorkel Flow via the natively-integrated Snowflake connector. With a few clicks, a user can upload massive amounts of Snowflake data and quickly develop high-quality ML models using Snorkel Flow’s Data-Centric AI platform.

Feb 08, 2023
Learn more about Using Snowflake Connector in Snorkel Flow
NASA ML Lead on its WorldView citizen scientist no-code tool
Blog
NASA ML Lead on its WorldView citizen scientist no-code tool

Anirudh Koul is Machine Learning Lead for the NASA Frontier Development Lab and the Head of Machine Learning Sciences at Pinterest. He presented at Snorkel AI’s 2022 Future of Data Centric AI (FDCAI) Conference.

Feb 06, 2023
Learn more about NASA ML Lead on its WorldView citizen scientist no-code tool
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