Limitations of probing field-induced response with STM

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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.

Other people question the utility of solving the problem at all

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abort(reason) { closed = true; chunks.length = 0; },

«У Sentinel дальность действия порядка 13 тысяч километров, я так полагаю. По моему мнению, эти ракеты будут способны поражать любую точку на территории России. Такая же функция была и у Minuteman III», — сказал Кнутов.

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