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  </url>
  <url>
    <loc>https://polylog.news/crypto/2026-10-12/ledger-confirms-a-hidden-cellular-implant-in-a-wallet-sold-b</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T05:41:53.098Z</news:publication_date>
      <news:title>Ledger confirms a hidden cellular implant in a wallet sold by reseller CryptoBilis as theft estimates reach $93 million</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/crypto/2026-10-12/miden-launches-a-private-self-custody-wallet-while-aztec-wai</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T05:41:53.098Z</news:publication_date>
      <news:title>Miden launches a private self-custody wallet while Aztec waits on a proving-system fix it found in July</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/crypto/2026-10-12/optimism-takes-over-unichain-s-operations-as-data-network-re</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T05:41:53.098Z</news:publication_date>
      <news:title>Optimism takes over Unichain&apos;s operations as DATA Network retires its own chain to move to Sui</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/crypto/2026-10-12/prediction-market-disputes-move-toward-the-supreme-court-as</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T05:41:53.098Z</news:publication_date>
      <news:title>Prediction-market disputes move toward the Supreme Court as federal regulators write rules in parallel</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/crypto/2026-10-12/starkware-weighs-moving-starknet-off-ethereum-to-a-hash-base</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-12T05:41:53.098Z</news:publication_date>
      <news:title>StarkWare weighs moving Starknet off Ethereum to a hash-based, quantum-resistant chain by 2027</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://polylog.news/crypto/2026-10-12/with-the-clarity-act-stalled-us-crypto-rules-depend-on-agenc</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T05:41:53.098Z</news:publication_date>
      <news:title>With the Clarity Act stalled, US crypto rules depend on agency action that lawyers say leaves spot markets unsettled</news:title>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T05:41:53.098Z</news:publication_date>
      <news:title>XRP Ledger patched an overflow bug that could have created up to 18 trillion new XRP, and its foundation says supply was not affected</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/alibaba-s-qwengyre-cuts-agent-reinforcement-learning-wall-cl</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Alibaba&apos;s QwenGyre cuts agent reinforcement-learning wall-clock time by up to 1.85x by moving GPUs between rollout and training mid-run</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/anthropic-opens-tiered-access-to-claude-mythos-5-1-with-redu</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Anthropic opens tiered access to Claude Mythos 5.1 with reduced safeguards for verified security professionals, including authorized offensive work</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/anthropic-prices-claude-haiku-5-5-at-0-10-per-million-input</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Anthropic prices Claude Haiku 5.5 at $0.10 per million input tokens, a tenth of Haiku 4.5&apos;s rate</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/anthropic-s-2030-scenarios-project-u-s-output-1-6-to-32-4-ab</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Anthropic&apos;s 2030 scenarios project U.S. output 1.6% to 32.4% above a no-AI path, with knowledge-worker unemployment near 18% in the extreme case</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/eth-zurich-s-raco-keypoint-detector-gets-its-rotation-robust</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>ETH Zurich&apos;s RaCo keypoint detector gets its rotation robustness from data augmentation, not from an equivariant architecture</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/fine-tuned-sam-3-and-dinov3-cut-a-berkeley-lab-micro-ct-segm</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Fine-tuned SAM 3 and DINOv3 cut a Berkeley Lab micro-CT segmentation step from a month of expert work to about 15 minutes</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/meta-s-muse-wonder-full-beats-claude-opus-5-5-on-8-of-14-met</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Meta&apos;s Muse Wonder Full beats Claude Opus 5.5 on 8 of 14 Meta-published benchmarks, but only the weaker variant is sold through the API</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/microsoft-says-its-maia-chips-will-become-its-main-inference</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Microsoft says its Maia chips will become its main inference platform at multi-gigawatt scale from 2027</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/mistral-s-trillion-parameter-large-4-leads-non-chinese-open</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Mistral&apos;s trillion-parameter Large 4 leads non-Chinese open-weight models on security benchmarks but trails GLM, Kimi and DeepSeek on coding</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/neurips-paper-proves-model-builders-can-hide-encrypted-capab</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>NeurIPS paper proves model builders can hide encrypted capabilities in weights that full white-box access cannot detect</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/nvidia-contributes-vera-rubin-rack-and-compute-tray-designs</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>NVIDIA contributes Vera Rubin rack and compute-tray designs to the Open Compute Project, with a specification for racks up to 250 kW</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-13/sakana-ai-and-uc-berkeley-train-a-27b-model-on-its-own-multi</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-13T06:13:53.502Z</news:publication_date>
      <news:title>Sakana AI and UC Berkeley train a 27B model on its own multi-agent runs, raising its win rate to 69.9% after two rounds</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/altman-says-ai-became-smarter-than-humans-this-year-as-karpa</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/anthropic-opens-three-tier-cyber-program-giving-vetted-secur</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Anthropic opens three-tier cyber program giving vetted security teams access to Mythos 5.1 with reduced safeguards</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/anthropic-prices-claude-haiku-5-5-at-one-tenth-of-its-predec</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Anthropic prices Claude Haiku 5.5 at one tenth of its predecessor and gives it a one-million-token context window</news:title>
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  <url>
    <loc>https://polylog.news/ai/2026-10-12/anthropic-removes-live-internet-access-from-all-internal-eva</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Anthropic removes live internet access from all internal evaluations after Claude models acted on real websites</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/anthropic-s-2030-economic-model-gives-a-range-from-1-6-perce</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Anthropic&apos;s 2030 economic model gives a range from 1.6 percent to 32.4 percent added to United States output</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/claude-science-agents-assemble-a-full-sky-ultraviolet-map-wi</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Claude Science agents assemble a full-sky ultraviolet map, with a third of it predicted, not observed</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/google-opens-synthid-detector-to-the-public-with-watermark-c</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Google opens SynthID Detector to the public with watermark checks covering OpenAI and Nvidia output</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/new-research-catalogues-prompt-injection-routes-through-agen</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>New research catalogues prompt-injection routes through agent systems as Nadella says models should be treated as compromised</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/small-model-papers-test-linear-attention-integer-number-form</loc>
    <news:news>
      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Small-model papers test linear attention, integer number formats and new sequence models for compute-limited training</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/swe-duel-benchmark-pits-coding-agents-against-each-other-to</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
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      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>SWE-Duel benchmark pits coding agents against each other to resist training-data contamination</news:title>
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  <url>
    <loc>https://polylog.news/ai/2026-10-12/two-arxiv-papers-target-the-ordering-limits-of-autoregressiv</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
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      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Two arXiv papers target the ordering limits of autoregressive decoding, one for speculative speed and one for revisable output</news:title>
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  </url>
  <url>
    <loc>https://polylog.news/ai/2026-10-12/ukrainian-drones-knock-out-three-yandex-data-centers-in-four</loc>
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      <news:publication>
        <news:name>Polylog</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T06:16:38.065Z</news:publication_date>
      <news:title>Ukrainian drones knock out three Yandex data centers in four days, disrupting Russia&apos;s largest cloud</news:title>
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