Allocating on the Stack

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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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百亿和十亿级别的企业研发投入总和1.76 万亿元,以6.39%的企业总数(378 家),占到全部研发投入的六成(64.94%)。

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