Articles tagged: evaluation framework

9 articles

AI agents

From Generative to Agentic AI: The Next Frontier in Autonomous Systems

Explore how Generative AI creates content while Agentic AI acts independently. Learn the key differences, practical examples, and why comb...

Jul 9, 20266 min
AI agents

Stop Ranking Agent Configs by Average Score

Ranking AI agent configurations by average score can be misleading. Learn why this metric hides critical failures and discover better eval...

Jul 8, 20268 min
AI research

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

ScarfBench introduces a standardized benchmark to evaluate AI agents on migrating enterprise Java frameworks. It tests code refactoring, d...

Jul 2, 20268 min
AI research

The Frontier of Artificial Intelligence: Current Trends in AI Research

AI research is rapidly evolving, from large language models and multimodal systems to breakthroughs in reasoning and safety. This article...

Jun 21, 20267 min
Guides

Testing Mythos and Fable: Moving Beyond SWE-bench with Nvidia’s Open Contender

Explore how Nvidia’s new open-source framework challenges SWE-bench dominance. Learn to test AI models with Mythos and Fable for real-worl...

Jun 20, 20268 min
AI research

Is it agentic enough? Benchmarking open models on your own tooling

Learn how to evaluate open-source AI agents for autonomy and task completion using custom benchmarks. A practical guide for researchers an...

Jun 18, 20269 min
AI research

The Next Frontier in AI Research: From Narrow Intelligence to General Understanding

AI research is pivoting from narrow, task-specific models toward general intelligence. Key advances include self-supervised learning, reas...

Jun 17, 20267 min
AI research

olmo-eval: An evaluation workbench for the model development loop

olmo-eval is an evaluation workbench designed to integrate seamlessly into the model development loop, enabling rapid iteration and system...

Jun 12, 20267 min
AI tools

Introducing LangChain Labs

A clear and practical article about artificial intelligence for a professional audience.

Jun 6, 202612 min