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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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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
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Research spotlight: Is intent analysis the key to unlocking more accurate LLM question answering?
Research spotlight: Is intent analysis the key to unlocking more accurate LLM question answering?

Learn how ARR improves QA accuracy in LLMs through intent analysis, retrieval, and reasoning. Is intent the key to smarter AI? Explore ARR results!

Feb 27, 2025
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Why enterprises should embrace LLM distillation
Why enterprises should embrace LLM distillation

Unlock possibilities for your enterprise with LLM distillation. Learn how distilled, task-specific models boost performance and shrink costs.

Feb 18, 2025
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Retrieval-augmented generation (RAG) failure modes and how to fix them
Retrieval-augmented generation (RAG) failure modes and how to fix them

Discover common RAG failure modes and how to fix them. Learn how to optimize retrieval-augmented generation systems for max business value.

Feb 05, 2025
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What is large language model (LLM) alignment?
What is large language model (LLM) alignment?

Learn about large language model (LLM) alignment and how it maximizes the effectiveness of AI outputs for organizations.

Jan 22, 2025
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Databricks + Snorkel Flow: integrated, streamlined AI development
Databricks + Snorkel Flow: integrated, streamlined AI development

Discover the power of integrating Databricks and Snorkel Flow for efficient data ingestion, labeling, model development, and AI deployment.

Jan 08, 2025
Learn more about Databricks + Snorkel Flow: integrated, streamlined AI development
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