Hacker News LLM Evaluation
Building an LLM evaluation framework: best practices | Datadog
Explore best practices for building an evaluation framework for production LLM applications.
Concept
Testing Tools
Hacker News LLM Evaluation
GitHub - bassrehab/spark-llm-eval: Spark-native LLM evaluation framework with confidence intervals, significance testing, and Databricks integration
Spark-native LLM evaluation framework with confidence intervals, significance testing, and Databricks integration - bassrehab/spark-llm-eval
OpenAI Evaluation Filter
Evaluating AI’s ability to perform scientific research tasks
OpenAI introduces FrontierScience, a benchmark testing AI reasoning in physics, chemistry, and biology to measure progress toward real scientific research.
OpenAI Evaluation Filter
Measuring AI’s capability to accelerate biological research in the wet lab
OpenAI introduces a real-world evaluation framework to measure how AI can accelerate biological research in the wet lab. Using GPT-5 to optimize a molecular cloning protocol, the work explores both the promise and risks of AI-assisted experimentation.
Google News LLM Evaluation
Polish emerges as top language in multilingual AI benchmark testing - PPC Land
Polish emerges as top language in multilingual AI benchmark testing PPC Land
OpenAI Evaluation Filter
Why language models hallucinate
OpenAI’s new research explains why language models hallucinate. The findings show how improved evaluations can enhance AI reliability, honesty, and safety.
Hacker News LLM Evaluation
Stop “vibe testing” your LLMs. It's time for real evals.- Google Developers Blog
Explore Stax, an experimental developer tool that streamlines LLM evaluation with human labelling and scalable LLM-as-a-judge auto-raters for data driven decisions.
OpenAI Evaluation Filter
Findings from a pilot Anthropic–OpenAI alignment evaluation exercise: OpenAI Safety Tests
OpenAI and Anthropic share findings from a first-of-its-kind joint safety evaluation, testing each other’s models for misalignment, instruction following, hallucinations, jailbreaking, and more—highlighting progress, challenges, and the value of cross-lab...
Hacker News LLM Evaluation
Viteval | Next generation LLM evaluation framework powered by Vitest.
Next generation LLM evaluation framework powered by Vitest.
Google News LLM Evaluation
MLPerf Client 1.0 AI benchmark released — new testing toolkit sports a GUI, covers more models and tasks, and supports more hardware acceleration paths - Tom's Hardware
MLPerf Client 1.0 AI benchmark released — new testing toolkit sports a GUI, covers more models and tasks, and supports more hardware acceleration paths Tom's Hardware
METR Blog
AI models can be dangerous before public deployment
Why pre-deployment testing is not an adequate framework for AI risk management
METR Blog
Details about METR's preliminary evaluation of GPT-4o
We measured the performance of GPT-4o given a simple agent scaffolding on 77 tasks across 30 task families testing autonomous capabilities.