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OpenAI CoVal Dataset: What It Is and How to Use Values-Based Evaluation
OpenAI CoVal dataset (short for crowd-originated, values-aware rubrics) is one of the most practical alignment releases in a while because it tries to capture something preference datasets usually miss: why…
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OpenAI o3-mini: Powerful, Fast, and Cost-Efficient for STEM Reasoning
TL;DR Openai O3-Mini is mostly about making agent behavior predictable and auditable. Make tools safe: schemas, validation, retries/timeouts, and idempotency. Ground answers with retrieval (RAG) and measure reliability with evals.…