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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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Anthropic Claude + AWS: revolutionizing pharma data analytics with Snorkel AI
Anthropic Claude + AWS: revolutionizing pharma data analytics with Snorkel AI

Explore how Anthropic Claude + AWS help pharmaceutical companies leverage AI for enhanced data insights and revenue growth.

Jun 04, 2025
Learn more about Anthropic Claude + AWS: revolutionizing pharma data analytics with Snorkel AI
Data-centric development of an enterprise AI agent with Snorkel
Data-centric development of an enterprise AI agent with Snorkel

See how we can use these two new products—Snorkel Evaluate and Expert Data-as-a-Service–to evaluate and develop a specialized agentic AI system for an enterprise use case

May 29, 2025
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Building the data development platform for specialized AI
Building the data development platform for specialized AI

Announcing two new products on our AI Data Development Platform that together create a complete solution for enterprises to specialize AI systems with expert data at scale.

May 29, 2025
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LLM-as-a-judge for enterprises: evaluate model alignment at scale
LLM-as-a-judge for enterprises: evaluate model alignment at scale

Discover how enterprises can leverage LLM-as-Judge systems to evaluate generative AI outputs at scale, improve model alignment, reduce costs, and tackle challenges like bias and interpretability.

Mar 26, 2025
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Why GenAI evaluation requires SME-in-the-loop for validation and trust
Why GenAI evaluation requires SME-in-the-loop for validation and trust

It’s critical enterprises can trust and rely on GenAI evaluation results, and for that, SME-in-the-loop workflows are needed. In my first blog post on enterprise GenAI evaluation, I discussed the importance of specialized evaluators as a scalable proxy for SMEs. It simply isn’t practical to task SMEs with performing manual evaluations – it can take weeks if not longer, unnecessarily…

Mar 20, 2025
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Research spotlight: is long chain-of-thought structure all that matters when it comes to LLM reasoning distillation?
Research spotlight: is long chain-of-thought structure all that matters when it comes to LLM reasoning distillation?

We’re taking a look at the research paper, LLMs can easily learn to reason from demonstration (Li et al., 2025), in this week’s community research spotlight. It focuses on how the structure of reasoning traces impacts distillation from models such as DeepSeek R1. What’s the big idea regarding LLM reasoning distillation? The reasoning capabilities of powerful models such as DeepSeek…

Mar 19, 2025
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Why enterprise GenAI evaluation requires fine-grained metrics to be insightful
Why enterprise GenAI evaluation requires fine-grained metrics to be insightful

GenAI needs fine-grained evaluation for AI teams to gain actionable insights.

Mar 18, 2025
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What is specialized GenAI evaluation, and why is it so critical to enterprise AI?
What is specialized GenAI evaluation, and why is it so critical to enterprise AI?

Specialized GenAI evaluation ensures AI assistants meet business requirements, SME expertise, and industry regulations—critical for production-ready AI.

Mar 05, 2025
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LLM alignment techniques: 4 post-training approaches
LLM alignment techniques: 4 post-training approaches

Ensure your LLMs align with your values and goals using LLM alignment techniques. Learn how to mitigate risks and optimize performance.

Mar 04, 2025
Learn more about LLM alignment techniques: 4 post-training approaches
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