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Ideas, updates, and practical guidance from the Snorkel team.

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Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
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How to fine-tune GPT-3.5 Turbo in Snorkel Flow
How to fine-tune GPT-3.5 Turbo in Snorkel Flow

Snorkel Flow makes it easy to fine tune LLMs like GPT-3.5 Turbo to work better for specific domain and enterprise requirements.

Oct 13, 2023
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Watch all Future of Data-Centric AI 2023 videos now!
Watch all Future of Data-Centric AI 2023 videos now!

Sessions at the Future of Data-Centric AI covered LLMs, gen AI, and more. All recordings are now publicly available. See them here!

Oct 12, 2023
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Standard LLMs are not enough. How to make them work for your business
Standard LLMs are not enough. How to make them work for your business

Most data science leaders expect to customize LLMS, but the process of making LLMs work for your business is still a fresh challenge.

Oct 06, 2023
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How AI facilitates more fair and accurate credit scoring
How AI facilitates more fair and accurate credit scoring

Ai and ML offer new avenues for credit scoring solutions and could usher in a new era of fairness, efficiency, and risk management.

Oct 04, 2023
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Data labeling: a practical guide (2024)
Data labeling: a practical guide (2024)

Data labeling remains a core requirement for machine learning projects—especially in the age of genAI and LLMs. Here’s a handy guide.

Sep 29, 2023
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How AI is powering the next generation of trade surveillance
How AI is powering the next generation of trade surveillance

Regulators and compliance officers face a constantly evolving landscape of financial markets. Rule-based systems struggle where AI succeeds.

Sep 26, 2023
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How AI speeds patient classification and recruitment in clinical trials
How AI speeds patient classification and recruitment in clinical trials

The medical industry is exploding with data. Manually labeling data for clinical trials is a challenge. Fortunately, AI can help.

Sep 21, 2023
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Which is better, retrieval augmentation (RAG) or fine-tuning? Both.
Which is better, retrieval augmentation (RAG) or fine-tuning? Both.

Professionals in the data science space often debate whether RAG or fine-tuning yields the better result. The answer is “both.”

Sep 20, 2023
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Former U.S. Chief Data Scientist on past and future of data science
Former U.S. Chief Data Scientist on past and future of data science

Past U.S. Chief Data Scientist DJ Patil talked with Snorkel AI CEO Alex Ratner on topics including the origin of the title “data scientist.”

Sep 12, 2023
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