Власти раскрыли масштабы повреждения кладбища после удара ВСУ по Новороссийску

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The new DDoS: Unicode confusables can't fool LLMs, but they can 5x your API bill Can pixel-identical Unicode homoglyphs fool LLM contract review? I tested 8 attack types against GPT-5.2, Claude Sonnet 4.6, and others with 130+ API calls. The models read through every substitution. But confusable characters fragment into multi-byte BPE tokens, turning a failed comprehension attack into a 5x billing attack. Call it Denial of Spend.

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Finally, for Audio we're using FMOD. This is the last proprietary tool in our workflow, which I don't love (especially when something stops working and you have to hand-patch their library), but it's the best tool for the job. There are more lightweight open source libraries if you just want to play sounds, but I work with audio teams that want finite control over dynamic audio, and a tool like FMOD is a requirement.

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