Oil & Gas industry
Honor’s Robot Phone is set to make an appearance, and this time we might actually see it switched on. | Photo: Dominic Preston / The Verge
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After 32 weeks in hospital, several cardiac arrests and a quadruple amputation, sepsis survivor Manjit Sangha has finally returned home.
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GlyphNet’s own results support this: their best CNN (VGG16 fine-tuned on rendered glyphs) achieved 63-67% accuracy on domain-level binary classification. Learned features do not dramatically outperform structural similarity for glyph comparison, and they introduce model versioning concerns and training corpus dependencies. For a dataset intended to feed into security policy, determinism and auditability matter more than marginal accuracy gains.
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