To say sailing hasn't been smooth of late at Ubisoft would be an understatement. Last year, the company reorganized its corporate structure under a system of "creative houses." The first, Vantage Studios, is partly owned by Tencent and now oversees Assassin's Creed. Then in October, franchise head Marc-Alexis Côté left the company. He later claimed he was "asked to step aside" and is suing his former employer.
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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.