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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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How AI saves money and improves banking complaint handling
Blog
How AI saves money and improves banking complaint handling

Handling complaints effectively and efficiently with AI is essential to maintain customer satisfaction and protect the bank’s reputation.

Aug 24, 2023
Learn more about How AI saves money and improves banking complaint handling
How Wayfair built better, faster catalog tagging with Snorkel Flow
Blog
How Wayfair built better, faster catalog tagging with Snorkel Flow

The following was originally published on Wayfair’s tech blog. We have cross-posted it here, edited only to fit Snorkel’s formatting guidelines. — One of our missions at Wayfair is to help our 22 million customers find the products they are looking for. For example, when a customer searches for a “modern yellow sofa” on Wayfair, we want to show the most…

Aug 22, 2023
Learn more about How Wayfair built better, faster catalog tagging with Snorkel Flow
Accelerating predictive task time to value with generative AI
Blog
Accelerating predictive task time to value with generative AI

Generative AI can write poems, recite common knowledge, and extract information. GenAI can also help quickly build predictive pipelines.

Aug 17, 2023
Learn more about Accelerating predictive task time to value with generative AI
Generative AI essentials: what everyone needs to know about GenAI
Blog
Generative AI essentials: what everyone needs to know about GenAI

Experts named generative AI as the most transformative technology of the decade. What is genAI, how does it work and why does it matter?

Aug 16, 2023
Learn more about Generative AI essentials: what everyone needs to know about GenAI
Beyond prompting: getting production quality LLM performance with Snorkel Flow
Blog
Beyond prompting: getting production quality LLM performance with Snorkel Flow

As enterprises look toward deploying LLM-powered, business-critical applications, they’re learning to use strategies beyond prompting.

Aug 09, 2023
Learn more about Beyond prompting: getting production quality LLM performance with Snorkel Flow
How AI and foundation models improve email surveillance for banks
Blog
How AI and foundation models improve email surveillance for banks

Recent developments in AI tools have made email surveillance for banks better than ever. See how foundation models and Snorkel Flow can help.

Aug 08, 2023
Learn more about How AI and foundation models improve email surveillance for banks
Webinar
Bridging the Last Mile: Applying Foundation Models with Data-Centric AI

In this webinar, Snorkel AI CEO and co-founder Alex Ratner will take live audience questions and provide an overview of how solving the “last mile” problem is increasingly all about the data.

Aug 07, 2023
Snorkel Team
Learn more about Bridging the Last Mile: Applying Foundation Models with Data-Centric AI
Reasoning over Public and Private Data in Retrieval-Based Systems
Users and organizations are generating ever-increasing amounts of private data from a wide range of sources. Incorporating private context is important to personalize open-domain tasks such as question-answering, fact-checking, and personal assistants. State-of-the-art systems for these tasks explicitly retrieve information that is relevant to an input question from a background corpus before producing an answer. While today’s retrieval systems assume relevant corpora are fully (e.g., publicly) accessible, users are often unable or unwilling to expose their private data to entities hosting public data. We define the Split Iterative Retrieval (SPIRAL) problem involving iterative retrieval over multiple privacy scopes. We introduce...
Research Paper
Reasoning over Public and Private Data in Retrieval-Based Systems

Users and organizations are generating ever-increasing amounts of private data from a wide range of sources. Incorporating private context is important to personalize open-domain tasks such as question-answering, fact-checking, and personal assistants. State-of-the-art systems for these tasks explicitly retrieve information that is relevant to an input question from a background corpus before producing an answer. While today’s retrieval systems assume…

Aug 07, 2023

S. Arora, et al.

Learn more about Reasoning over Public and Private Data in Retrieval-Based Systems
Getting better performance from foundation models (with less data)
Blog
Getting better performance from foundation models (with less data)

Getting better performance from foundation models (with less data)

Aug 04, 2023
Learn more about Getting better performance from foundation models (with less data)
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