{
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  "dek": "ModelBest's LES prefetches next-layer experts from phone flash; it reports 20.51 tokens/s on an iPhone, 6.07x its baseline, and has open-sourced the code.",
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  "limitations": [
    "Palimpsest retained only feed title, canonical link, time, and a bounded plain-text excerpt; it did not fetch the article body.",
    "The evidence-strength label describes source structure, not truth, intent, impact, or causation.",
    "Declared instrument links are topical pointers until a separate scan or economic observation is joined by time and method.",
    "Title-similarity clustering can miss differently worded or cross-language accounts and can join closely worded updates.",
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