Precision
2 articles on Precision from Ayoob AI, the full code AI automation agency based in Newcastle upon Tyne.
Preventing Silent Numerical Degradation in GPU-Accelerated Finance AI
GPU-accelerated finance AI silently loses precision below the pound. Our Float32 safety guard catches it before it hits your ledger, engineered in Newcastle.
17 min read·2026-04-10
Why Reduced-Precision GPU Arithmetic is Dangerous for Enterprise Finance
WebGPU forces Float64 financial data into Float32, silently corrupting values above 16,777,216. Our Precision Sufficiency Analyser estimates condition numbers and accumulation bounds to prevent GPU dispatch when precision loss exceeds tolerance.
14 min read·2026-04-06
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