New research shows that tailoring large language models to user beliefs and contexts can boost helpfulness and rapport—but also risks echo chambers, bias reinforcement, and over-trust if left unchecked.

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A small circle of advisors and pastoral documents are steering the Vatican’s AI agenda toward dignity, accountability, and protections for minors — with global governance implications.

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Retrieval-augmented generation (RAG) is becoming the core pattern for enterprise knowledge systems, but real-world deployments demand multimodal coverage, robust governance, and end-to-end observability. Here’s how to build it right.

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Construction and building materials leaders are turning static plans into living models. Continuous monitoring, exception alerts, and scenario comparisons are cutting decision cycle times while improving visibility across projects and back-office operations.

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Inference providers are cutting cost per token by as much as 10x by pairing open-source and in-house models with NVIDIA’s Blackwell-generation GPUs—and the roadmap suggests even steeper drops with Rubin up next.

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AI-coupled simulations are reshaping how chemicals and materials are discovered and validated, compressing timelines and costs while improving confidence in properties. The next frontier is scaling these gains from early discovery to process design and manufacturing.

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