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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
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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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AMA technique: a trick to build systems with foundation models
Blog
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
Blog
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
Snorkel AI x Hugging Face: unlock foundation models for enterprises
Blog
Snorkel AI x Hugging Face: unlock foundation models for enterprises

Snorkel AI teamed up with Hugging Face to provide enterprises with even more flexibility and choice as they develop AI applications.

Apr 06, 2023
Learn more about Snorkel AI x Hugging Face: unlock foundation models for enterprises
Boost foundation model results with linear probing and fine-tuning
Blog
Boost foundation model results with linear probing and fine-tuning

Ananya Kumar, Stanford Ph.D. student, explains methods to improve foundation model performance, including linear probing and fine-tuning.

Apr 05, 2023
Learn more about Boost foundation model results with linear probing and fine-tuning
Practical solutions: enterprise value from foundation models
Blog
Practical solutions: enterprise value from foundation models

Jimmy Lin is an NLP product lead at SambaNova Systems. He presented “A Practical Approach to Delivering Enterprise Value with Foundation Models” at Snorkel AI’s 2023 Foundation Model Virtual Summit.

Mar 31, 2023
Learn more about Practical solutions: enterprise value from foundation models
Snorkel Flow Spring 2023: warm starts and foundation models
Blog
Snorkel Flow Spring 2023: warm starts and foundation models

Snorkel Flow’s Spring 2023 release focuses on adapting foundation models for enterprise use—including fine-tuning and additional features.

Mar 30, 2023
Learn more about Snorkel Flow Spring 2023: warm starts and foundation models
Adverse drug events: how to spot them with machine learning
Blog
Adverse drug events: how to spot them with machine learning

Physician notes and other sources of unstructured data can offer insight into drugs’ negative side effects. Here’s how modern machine learning tools can help turn all that data into a useful resource.

Mar 29, 2023
Learn more about Adverse drug events: how to spot them with machine learning
New research expands limitations of weak supervision, foundation models
Blog
New research expands limitations of weak supervision, foundation models

Snorkel AI researchers continue to push the frontier of machine learning, as demonstrated by the 18 research papers recently added to our website.

Mar 24, 2023
Learn more about New research expands limitations of weak supervision, foundation models
Research roundup: dive into the latest foundation model research
Blog
Research roundup: dive into the latest foundation model research

Snorkel AI CEO and co-founder Alex Ratner recently spoke with five Snorkel researchers about their foundation model research.

Mar 23, 2023
Learn more about Research roundup: dive into the latest foundation model research
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