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      <news:title>arXiv:2606.20521: Egozentrische Menschenvideos übertreffen Roboterdaten beim Vortraining von verkörperten KI-Modellen</news:title>
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  <url>
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      <news:title>arXiv:2606.20543: Räumliches spekulatives Dekodieren beschleunigt Bildgenerierung um das 13,3-Fache</news:title>
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  <url>
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      <news:title>arXiv:2606.20561: TimeProVe reduziert Inferenzkosten bei langen Videos um 93 %</news:title>
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  <url>
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      <news:title>arXiv:2606.20474: UltraQuant reduziert KV-Cache-Latenz um das 3,47-Fache mit 4-Bit-Präzision</news:title>
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  <url>
    <loc>https://24-ai.news/de/news/2026-06-21/arxiv-vimpo-critic-free-rl-reasoning/</loc>
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      <news:title>arXiv:2606.20008: VIMPO — Kritiker-freies Reinforcement Learning übertrifft GRPO bei MATH-500 und AIME</news:title>
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  <url>
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      <news:title>Anthropic（Claude Code GitHub）：Claude Code v2.1.185 改进流卡顿提示信息</news:title>
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  <url>
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      <news:title>arXiv:2606.20225: 激活方向以99.6%的准确率检测大语言模型的对齐偏差</news:title>
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  <url>
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      <news:title>arXiv:2606.20493: Contagion Networks —评估者偏差如何感染整个多智能体系统</news:title>
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  <url>
    <loc>https://24-ai.news/zh/news/2026-06-21/arxiv-diffusiongemma-interpretability/</loc>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20560: DiffusionGemma 可解释性与 Gemma 4 相当——28.6× 差距缩小至 1.1×</news:title>
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  <url>
    <loc>https://24-ai.news/zh/news/2026-06-21/arxiv-hreplan-cross-device-agent-recovery/</loc>
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      <news:title>arXiv:2606.20487: H-RePlan — 跨设备AI智能体的分层故障恢复</news:title>
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  <url>
    <loc>https://24-ai.news/zh/news/2026-06-21/arxiv-humanscale-egocentric-video-robot/</loc>
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      <news:title>arXiv:2606.20521: 人类自我中心视频在具身AI模型预训练中优于机器人数据</news:title>
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  <url>
    <loc>https://24-ai.news/zh/news/2026-06-21/arxiv-neuroimprint-peft-privacy-backdoor/</loc>
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      <news:title>arXiv:2606.20553: NeuroImprint——联邦微调中的隐藏后门可重建59–79%的训练数据</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-06-21/arxiv-ssd-speculative-image-generation/</loc>
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      <news:title>arXiv:2606.20543: 空间投机解码将图像生成速度提升13.3倍</news:title>
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  <url>
    <loc>https://24-ai.news/zh/news/2026-06-21/arxiv-timeprove-long-video-reasoning/</loc>
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      <news:title>arXiv:2606.20561: TimeProVe将长视频推理推断成本降低93%</news:title>
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  <url>
    <loc>https://24-ai.news/zh/news/2026-06-21/arxiv-ultraquant-4bit-kv-cache/</loc>
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      <news:title>arXiv:2606.20474: UltraQuant通过4位精度将KV缓存延迟降低3.47倍</news:title>
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  <url>
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      <news:title>arXiv:2606.20008: VIMPO — 无评论家强化学习在MATH-500和AIME上超越GRPO</news:title>
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  <url>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>Anthropic（Claude Code GitHub）：Claude Code v2.1.185 がストリーム停止メッセージを改善しました</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-activation-directions-misalignment/</loc>
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      <news:title>arXiv:2606.20225: 活性化方向がLLMの誤整合を99.6%の精度で検出</news:title>
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  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-contagion-networks-evaluator-bias/</loc>
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      <news:title>arXiv:2606.20493: Contagion Networks — 評価者のバイアスがマルチエージェントシステム全体に伝染する仕組み</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-diffusiongemma-interpretability/</loc>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20560: DiffusionGemma の解釈可能性が Gemma 4 と同等に——28.6× の差が 1.1× へ縮小</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-hreplan-cross-device-agent-recovery/</loc>
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      <news:title>arXiv:2606.20487: H-RePlan — 複数デバイスにまたがるAIエージェントの階層的障害回復</news:title>
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    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-humanscale-egocentric-video-robot/</loc>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20521: 人間の一人称視点動画はロボットデータを上回る——身体的AIモデルの事前学習において</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-neuroimprint-peft-privacy-backdoor/</loc>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20553: NeuroImprint——連合ファインチューニングの隠れバックドアが訓練データの59–79%を再構築</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-ssd-speculative-image-generation/</loc>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20543: 空間的投機的デコーディングが画像生成を13.3倍高速化</news:title>
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  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-timeprove-long-video-reasoning/</loc>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20561: TimeProVeが長時間動画の推論コストを93%削減</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-ultraquant-4bit-kv-cache/</loc>
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  <url>
    <loc>https://24-ai.news/ja/news/2026-06-21/arxiv-vimpo-critic-free-rl-reasoning/</loc>
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      <news:title>arXiv:2606.20008: VIMPO — クリティック不要の強化学習がMATH-500とAIMEでGRPOを上回る</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-06-21/anthropic-claude-code-2-1-185-stall-hint/</loc>
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      <news:title>Anthropic（Claude Code GitHub）：Claude Code v2.1.185, 스트림 중단 메시지 개선</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-activation-directions-misalignment/</loc>
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      <news:title>arXiv:2606.20225: 활성화 방향이 99.6% 정확도로 LLM 정렬 오류를 감지합니다</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-contagion-networks-evaluator-bias/</loc>
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      <news:title>arXiv:2606.20493: Contagion Networks — 평가자 편향이 전체 멀티에이전트 시스템을 감염시키는 방식</news:title>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20560: DiffusionGemma의 해석 가능성이 Gemma 4와 동등——28.6× 격차가 1.1×로 축소</news:title>
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    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-hreplan-cross-device-agent-recovery/</loc>
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  </url>
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    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-humanscale-egocentric-video-robot/</loc>
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      <news:title>arXiv:2606.20521: 인간 에고센트릭 비디오가 로봇 데이터를 능가한다 — 구현된 AI 모델 사전 학습에서</news:title>
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    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-neuroimprint-peft-privacy-backdoor/</loc>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20553: NeuroImprint——연합 파인튜닝의 숨겨진 백도어가 훈련 데이터의 59–79%를 재구성</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-ssd-speculative-image-generation/</loc>
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      <news:title>arXiv:2606.20543: 공간 투기적 디코딩으로 이미지 생성 13.3배 가속</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-timeprove-long-video-reasoning/</loc>
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      <news:publication>
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      <news:title>arXiv:2606.20561: TimeProVe, 장시간 동영상 추론 비용 93% 절감</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-ultraquant-4bit-kv-cache/</loc>
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      <news:publication>
        <news:name>24 AI</news:name>
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      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20474: UltraQuant, 4비트 정밀도로 KV 캐시 지연 시간 3.47배 단축</news:title>
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  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-06-21/arxiv-vimpo-critic-free-rl-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-06-21T00:00:00Z</news:publication_date>
      <news:title>arXiv:2606.20008: VIMPO — 비평가 없는 강화학습이 MATH-500과 AIME에서 GRPO를 능가하다</news:title>
    </news:news>
  </url>
</urlset>
