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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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Dataset Debt in Biomedical Language Modeling
This paper finds that only 13% of biomedical datasets are available via programmatic access and 30% lack documentation on licensing and permitted reuse, highlighting the dataset debt in biomedical NLP.
Research Paper
Dataset Debt in Biomedical Language Modeling

This paper finds that only 13% of biomedical datasets are available via programmatic access and 30% lack documentation on licensing and permitted reuse, highlighting the dataset debt in biomedical NLP.

Mar 15, 2023

J. Fries, et al

Learn more about Dataset Debt in Biomedical Language Modeling
Snorkel AI Teams with Google Cloud and Vertex AI to speed AI deployment
Blog
Snorkel AI Teams with Google Cloud and Vertex AI to speed AI deployment

Snorkel AI, Google Cloud and Vertex AI partner to help organizations transform data into AI-powered systems faster than ever.

Mar 14, 2023
Learn more about Snorkel AI Teams with Google Cloud and Vertex AI to speed AI deployment
Introduction to Kubernetes
Blog
Introduction to Kubernetes

This introduction to Kubernetes explains why it became such a popular framework to run applications over the past few years.

Mar 09, 2023
Learn more about Introduction to Kubernetes
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
PromptSource is a system that provides a templating language, an interface, and a set of guidelines to create, share, and use natural language prompts to train and query language models.
Research Paper
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

PromptSource is a system that provides a templating language, an interface, and a set of guidelines to create, share, and use natural language prompts to train and query language models.

Mar 09, 2023

S. Bach, et al

Learn more about PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
HuggingFace research lead on unified foundation models
Blog
HuggingFace research lead on unified foundation models

Amanpreet Singh, Lead Researcher at Hugging Face gave a presentation entitled Towards Unified Foundation Models for Vision and Language Alignment a Snorkel AI’s Foundation Model Summit in January.

Mar 08, 2023
Learn more about HuggingFace research lead on unified foundation models
Foundation Model Summit Sessions Show Challenges and Promise
Blog
Foundation Model Summit Sessions Show Challenges and Promise

Twelve speakers shared their insights into the present and future of foundation models January event; see what they had to say.

Mar 07, 2023
Learn more about Foundation Model Summit Sessions Show Challenges and Promise
Google’s Dr. Arsanjani on Enterprise Foundation Model Promise and Challenges
Blog
Google’s Dr. Arsanjani on Enterprise Foundation Model Promise and Challenges

Ali Arsanjani, director of cloud partner engineering at Google Cloud, presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit.

Mar 02, 2023
Learn more about Google’s Dr. Arsanjani on Enterprise Foundation Model Promise and Challenges
Foundation Models 101: a guide with essential FAQs
Blog
Foundation Models 101: a guide with essential FAQs

Foundation Models (FMs), such as GPT-3 and Stable Diffusion, mark the beginning of a new era in machine learning and artificial intelligence. What are they and how will they impact your business? Find out in our guide.

Mar 01, 2023
Learn more about Foundation Models 101: a guide with essential FAQs
Combining foundation models with weak supervision
Blog
Combining foundation models with weak supervision

Combining foundation model outputs with weak supervision yields faster model development and requires fewer ground truth labels.

Mar 01, 2023
Learn more about Combining foundation models with weak supervision
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