osha

An opinion piece arguing that Apple's minimalist 'clean design' approach of hiding fire extinguishers behind unmarked flush panels is a functional failure that may violate OSHA and NFPA safety regulations, which require emergency equipment to be visible and clearly identified.

This paper introduces ConstructCIE, a manually annotated dataset for extracting causal information from OSHA construction accident narratives, and evaluates supervised sequence taggers and instruction-tuned LLMs on end-to-end hierarchical extraction.

An opinion piece criticizing SpaceX's safety record, regulatory impunity, and the upcoming IPO that may bypass standard listing requirements, highlighting worker deaths and unreported injuries.