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Browser GPUs share memory with rendering and enforce strict allocation limits via maxStorageBufferBindingSize. Our engine queries these limits at runtime, routes oversized datasets to CPU unconditionally, and uses a size-bucketed buffer pool to eliminate repeated allocation overhead and prevent memory leaks.
GPU databases crash when GROUP BY cardinality is guessed wrong. The Chao1 estimator predicts it, used in our Newcastle-built analytics engine.
Filtering 10M customer records on a GPU in a browser, under 200ms. The technique powering our Newcastle AI data-query engines.
A practical guide for operations managers evaluating AI automation. Where to start, what to expect, and how to avoid common mistakes.
Full code AI automation vs no-code AI: which scales, which breaks, and which is right for your UK business. Complete comparison with real pricing and decision criteria.
Parallel text search silently misses matches at the boundary between chunks. We fixed it, used in every Newcastle document-processing engagement we ship.
