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From Transactions to Transformers: Hardware Built for...

Talkat PyTorch Conference 2025 · 2025-10-22..10-23· [large-language-models]
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Claims enterprise mainframes run 33 billion encrypted transactions per day with eight nines availability and handle 70% of the world’s financial transactions. Telum 2 and Power11 CPUs include on-processor AI acceleration delivering in-transaction fraud detection at millisecond latency and hundreds of thousands TPS. Storage systems are automatically vectorized for RAG pipelines while preserving replication and access controls. A Spyre Accelerator PCIe card ships next week and is integrated with PyTorch; a live mainframe demo is running at the booth.

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