The campaign featured the idea that replacements had to step into different job roles, because the original staff were playing Call of Duty: Black Ops 7 instead.
Prime Minister Sir Keir Starmer said he was "gutted" by the result, describing it as "irresponsible" given the rising pressures faced by the NHS with soaring flu cases.
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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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