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The Dilution Myth

The same 250-document backdoor that compromised LLMs from 600M to 13B params, plotted across model scale. Toggle 'documents needed' — a flat 250 vs the myth that poison scales with data — and 'share of training set', collapsing to 0.00016% and below. Drag to pick a scale.

chart SVG DataMachine LearningSecurity Jun 19, 2026
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The Dilution Myth — drag the chart or slider to pick a model scale · toggle documents-needed vs share-of-training-set · data as of · AISI + Anthropic + Alan Turing Institute, arXiv:2510.07192 ↗ open artifact ↗

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