Resource library
Explore our complete library of resources including blogs, benchmarks, research papers, and more.
Why coding agents need better data, evals, and environments
Closing the Evaluation Gap in Agentic AI
Announcing a $3M commitment to launch Open Benchmarks Grants
Evaluating coding agent capabilities with Terminal-Bench: Snorkel’s role in building the next generation benchmark
Building FinQA: An Open RL Environment for Financial Reasoning Agents
The science of rubric design
Discover new NLP features in Snorkel Flow\’s 2024.R3 release, including named entity recognition for PDFs + advanced sequence tagging tools.
Discover the latest enterprise readiness features for Snorkel Flow. Configure safeguards for data compliance and security.
Existing ML benchmarks lack the depth and diversity of annotations needed for evaluating models on business process management (BPM) tasks. BPM is the practice of documenting, measuring, improving, and automating enterprise workflows. However, research has focused almost exclusively on one task– full end-to-end automation using agents based on multimodal foundation models (FMs) like GPT-4. This focus on automation ignores the…
Wayfair is a Boston-based e-commerce company specializing in home goods and furniture, serving ~22M customers and partnering with ~20K suppliers.
These case studies details how to apply data-centric workflows to build high-quality, governable, and adaptable AI applications.
Discover practical solutions for creating data to fine-tune LLMs and learn how to overcome the key challenges in LLM customization.
Using AI to support audit relevance and improve operational efficiency, this global…
Extracting information from 10-Ks documents for KYC. Financial institutions are obligated by government policies to carry out customer due diligence as part of customer onboarding.
Almost every Google product we use runs on AI, from Google Search and Ads to YouTube, Android, Chrome, and Google Assistant.
