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.
So I built a small landing page with the Engramma logo and an “Open Engramma” button. Submitted one final review.
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2 月 27 日消息，继 AI 购物春节爆火后，阿里巴巴旗下个人 AI 助手「千问」正式进军 AI 硬件领域，今年将面向全球市场推出多款不同形态的 AI 硬件产品。
Understanding the Fundamental Shift in Search Behavior
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