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• Spain to reduce Madrid-Seville trains until European management system installed

  Transport Minister Oscar Puente enacted the service cuts after two deadly collisions on the corridor claimed a combined 115 lives this year. The restrictions aim to reduce pressure on network operations while authorities address critical infrastructure vulnerabilities exposed by a fatal human dispatch error. Officials hope comprehensive technology upgrades and stricter operating rules will restore safety across the key transit route.

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• ChatGPT consumer product lead Adam Fry says ChatGPT has hit 1.2B WAUs, adding 200M over the past two months, and its search volume is ~20% of Google's (Alex Kantrowitz/Big Technology)

  Rapid platform adoption is positioning artificial intelligence tools as direct competitors to traditional web discovery engines. The platform's expanding audience demonstrates accelerating engagement, with query numbers now rivaling a substantial portion of legacy internet search activity. These metrics reflect a major shift in how digital audiences seek information online.

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• Show HN: Interactive notes on RLHF, attention, LoRA and LLM evals

  A new technical resource named "INTERNALS.md" provides hands-on engineering notes covering key large language model topics like RLHF, attention mechanisms, LoRA, and model evaluations. Designed to move beyond static reading, the project enables practitioners to manipulate inputs directly to see how these core machine learning architectures behave. This approach helps developers build a more intuitive grasp of complex artificial intelligence systems.

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