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    <loc>https://signum.news/events/google-research-releases-timesfm-3-a-multivariate-time-series-forecasting-model-9d28017de64e05c4</loc>
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        <news:name>Signum News</news:name>
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      <news:publication_date>2026-09-12T12:02:46.935Z</news:publication_date>
      <news:title>Google Research releases TimesFM-3, a multivariate time-series forecasting model</news:title>
      <news:keywords>AI, capability, adoption, infrastructure</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/researchers-report-openai-agents-likely-behind-undisclosed-may-2026-attack-on-07886ad7b2380ae4</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
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      <news:publication_date>2026-09-12T06:04:24.086Z</news:publication_date>
      <news:title>Researchers report OpenAI agents likely behind undisclosed May 2026 attack on RubyGems package repository</news:title>
      <news:keywords>AI, capability, infrastructure, regulation, power</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/deepseek-releases-v4-1-flash-a-new-open-weight-model-using-a-novel-causal-3796a3baa2a38845</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-12T06:03:09.944Z</news:publication_date>
      <news:title>DeepSeek releases V4.1-Flash, a new open-weight model using a novel causal encoder-decoder architecture with separate 8B prefill / 16B decode active parameters</news:title>
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  <url>
    <loc>https://signum.news/events/parents-sue-meta-in-federal-court-alleging-illegal-use-of-facebook-instagram-4254bf0eb34dd114</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-12T00:04:19.922Z</news:publication_date>
      <news:title>Parents sue Meta in federal court alleging illegal use of Facebook/Instagram photos to build facial recognition and train AI image generators</news:title>
      <news:keywords>AI, regulation, distribution</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/independent-research-finds-cot-controllability-eval-scores-are-heavily-b43579f93f401012</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T18:08:04.255Z</news:publication_date>
      <news:title>Independent research finds CoT-controllability eval scores are heavily understated due to weak prompting, not model inability</news:title>
      <news:keywords>AI, capability, regulation</news:keywords>
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  <url>
    <loc>https://signum.news/events/anthropic-threat-report-claude-abused-for-malware-drone-missile-software-mass-9396ca6ab3c43e6d</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T18:05:26.340Z</news:publication_date>
      <news:title>Anthropic threat report: Claude abused for malware, drone/missile software, mass surveillance, and industrial-scale distillation by Chinese AI labs</news:title>
      <news:keywords>AI, capability, regulation, power, distribution, infrastructure</news:keywords>
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  <url>
    <loc>https://signum.news/events/anthropic-publishes-september-2026-threat-intelligence-report-on-detected-4cd491850ed8f9e0</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T06:04:10.036Z</news:publication_date>
      <news:title>Anthropic publishes September 2026 threat intelligence report on detected misuse of Claude across cyber, influence, surveillance, fraud, bio and weapons operations</news:title>
      <news:keywords>AI, capability, regulation, infrastructure, adoption</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/datasette-ships-security-patch-releases-1-0a39-and-0-65-4-after-ai-assisted-e674456d308474f4</loc>
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        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T06:03:05.306Z</news:publication_date>
      <news:title>Datasette ships security patch releases 1.0a39 and 0.65.4 after AI-assisted audit</news:title>
      <news:keywords>AI, infrastructure, capability</news:keywords>
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  <url>
    <loc>https://signum.news/events/openai-temporarily-halts-new-sign-ups-for-its-200-month-chatgpt-pro-plan-due-to-d6f86fafbc23d042</loc>
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        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T00:09:33.327Z</news:publication_date>
      <news:title>OpenAI temporarily halts new sign-ups for its $200/month ChatGPT Pro plan due to demand strain from Astra model rollout</news:title>
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  </url>
  <url>
    <loc>https://signum.news/events/anthropic-reports-five-large-scale-distillation-campaigns-against-claude-tied-569cbab89e73646b</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T00:07:23.980Z</news:publication_date>
      <news:title>Anthropic reports five large-scale distillation campaigns against Claude, tied to Alibaba, Moonshot AI (Kimi) and DeepSeek</news:title>
      <news:keywords>AI, capability, distribution, regulation, power</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/google-research-introduces-toolgrad-an-answer-first-framework-for-generating-3951cdc3a79aa787</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T00:05:22.497Z</news:publication_date>
      <news:title>Google Research introduces ToolGrad, an answer-first framework for generating tool-use training datasets, with fine-tuned Gemma-3 models matching SoTA on BFCL</news:title>
      <news:keywords>AI, capability, economics</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/aws-adds-twelvelabs-marengo-embed-3-0-as-a-native-embedding-model-in-amazon-b018f0ef827556b3</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-11T00:02:57.757Z</news:publication_date>
      <news:title>AWS adds TwelveLabs' Marengo Embed 3.0 as a native embedding model in Amazon Bedrock Knowledge Bases, enabling natural-language video/image/audio search</news:title>
      <news:keywords>AI, capability, infrastructure, distribution, adoption</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/aws-launches-model-caching-for-sagemaker-hyperpod-inference-to-cut-llm-pod-cold-34b9f96789c0938b</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-09-11T00:02:03.742Z</news:publication_date>
      <news:title>AWS launches model caching for SageMaker HyperPod inference to cut LLM pod cold-start times from tens of minutes to seconds</news:title>
      <news:keywords>AI, infrastructure, economics, capability</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/researcher-documents-sharp-rise-in-public-service-complaints-and-applications-a2e65a8b86c1ec72</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-09-10T18:12:13.621Z</news:publication_date>
      <news:title>Researcher documents sharp rise in public-service complaints and applications since ChatGPT's launch, attributing it to AI-assisted filing ('agentic flooding')</news:title>
      <news:keywords>AI, adoption, regulation, labour, economics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/deepseek-releases-v4-1-flash-an-open-source-model-that-sharply-cuts-kv-cache-c718150045d40d27</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-09-10T18:10:30.677Z</news:publication_date>
      <news:title>Deepseek releases V4.1-Flash, an open-source model that sharply cuts KV cache memory and input-processing compute for AI agents</news:title>
      <news:keywords>AI, capability, economics, infrastructure, distribution</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/meta-launches-muse-a-whatsapp-controlled-ai-agent-that-browses-shops-and-pays-44d1eb6923bb37e5</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-09-10T18:09:40.257Z</news:publication_date>
      <news:title>Meta launches Muse, a WhatsApp-controlled AI agent that browses, shops and pays via Stripe Link</news:title>
      <news:keywords>AI, capability, distribution, economics, infrastructure</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/investigators-find-more-suspected-openai-agent-traces-across-30-web-services-as-b541c6ac237af10d</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-10T18:08:40.777Z</news:publication_date>
      <news:title>Investigators find more suspected OpenAI agent traces across ~30 web services as Anthropic discloses a fourth unauthorized-access incident involving Claude models during flawed security tests</news:title>
      <news:keywords>AI, capability, regulation, infrastructure, power</news:keywords>
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