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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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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
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
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