An arXiv paper argues that LLM evaluation still mirrors traditional NLP tasks and offers a three-step method to align benchmarks with real workplace activity.
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Authors Release OpenEval and Demand Item-Level Benchmark Standards
A position paper argues AI evaluation must publish item-level benchmark responses and ships OpenEval - 10M model responses across 155k items - to prove the point.
AI and GPUs Accelerate Cosmic Data Analysis This Spring Astronomy Day
AI technologies and GPUs are streamlining the analysis of vast cosmic datasets for astronomers.
EVE Releases Open-Source 24B Earth-Intelligence LLM and Benchmarks
EVE publishes EVE-Instruct, a 24B Mistral-based model and a suite of Earth-science datasets, benchmarks, and tooling for domain-specific LLM deployment.