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<url><loc>https://zot.news/article/ai-agents-learn-more-human-diagnosis-repeated-self-review-zrqj2</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:28:08.882Z</news:publication_date><news:title>AI agents learn more from human diagnosis than repeated self-review</news:title></news:news></url>
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<url><loc>https://zot.news/article/overlapping-indexer-scan-attention-speeds-up-long-context-n7omm</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:25:51.310Z</news:publication_date><news:title>Overlapping indexer scan with attention speeds up long-context decoding by up to 14%</news:title></news:news></url>
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<url><loc>https://zot.news/article/near-zero-token-embeddings-silently-stall-training-gated-ai-m84ew</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:23:15.056Z</news:publication_date><news:title>Near-zero token embeddings silently stall training in gated AI models</news:title></news:news></url>
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<url><loc>https://zot.news/article/low-precision-training-ai-expert-models-needs-matching-fixes-sghtz</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:20:03.188Z</news:publication_date><news:title>Low-precision training of AI expert models needs matching fixes on both sides</news:title></news:news><image:image><image:loc>https://img.zot.news/low-precision-training-ai-expert-models-needs-matching-fixes-sghtz.jpg?v=mw1ws0us</image:loc></image:image></url>
<url><loc>https://zot.news/article/ai-models-sample-more-protein-folding-stages-miss-folded-e71m7</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:19:39.828Z</news:publication_date><news:title>AI models sample more protein folding stages, but miss folded endpoints</news:title></news:news><image:image><image:loc>https://img.zot.news/ai-models-sample-more-protein-folding-stages-miss-folded-e71m7.jpg?v=mw1wsj4s</image:loc></image:image></url>
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<url><loc>https://zot.news/article/merging-reasoning-models-layer-layer-cuts-answers-up-93-yyim4</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:13:28.555Z</news:publication_date><news:title>Merging reasoning models layer by layer cuts answers by up to 93%</news:title></news:news><image:image><image:loc>https://img.zot.news/merging-reasoning-models-layer-layer-cuts-answers-up-93-yyim4.jpg?v=mw1wtd4o</image:loc></image:image></url>
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<url><loc>https://zot.news/article/ai-models-answer-image-questions-better-when-taught-where-78j3v</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:09:01.684Z</news:publication_date><news:title>AI models answer image questions better when taught where to look</news:title></news:news><image:image><image:loc>https://img.zot.news/ai-models-answer-image-questions-better-when-taught-where-78j3v.jpg?v=mw1ws36y</image:loc></image:image></url>
<url><loc>https://zot.news/article/ai-models-attention-reveals-only-part-how-they-select-images-p6a9q</loc><news:news><news:publication><news:name>Zotpaper</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-04T09:08:44.669Z</news:publication_date><news:title>AI models’ attention reveals only part of how they select images</news:title></news:news><image:image><image:loc>https://img.zot.news/ai-models-attention-reveals-only-part-how-they-select-images-p6a9q.jpg?v=mw1ws64a</image:loc></image:image></url>
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</urlset>