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  <url>
    <loc>https://tpsreport.news/news/google-elephant-goldfish-model-plugin-spec-first-coding</loc>
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        <news:name>TPS: Tokens Per Second</news:name>
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      <news:publication_date>2026-11-08T11:35:34.996Z</news:publication_date>
      <news:title>Google's Elephant-Goldfish Model plugin has coding agents draft specs, then run 5 zero-context review stages before code</news:title>
      <news:keywords>Google, coding agents, spec-first coding, plugin, Elephant-Goldfish Model, developer tools</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/moe-routing-comparison-deepseek-qwen-mixtral-llama-4-gpt-oss</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-08T10:35:55.542Z</news:publication_date>
      <news:title>MarkTechPost Compares Token Routing Across 10 Open MoE Models, Including DeepSeek, Qwen, Mixtral, Llama 4 and gpt-oss</news:title>
      <news:keywords>mixture-of-experts, MoE, routing, DeepSeek, Qwen, Mixtral, Llama 4, gpt-oss</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/co-design-bench-coding-agents-26-percent-fully-correct</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-08T10:05:47.088Z</news:publication_date>
      <news:title>Co-Design Bench: best coding agent fully solves only 26.4% of real user change requests</news:title>
      <news:keywords>Co-Design Bench, coding agents, benchmark, GPT-6 Astra, Claude Opus 5, Qwen3.8-Max, Alibaba, agent harness</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/tencent-workrally-rally-video-edit-upscale-models</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-08T02:06:08.311Z</news:publication_date>
      <news:title>Tencent adds three video models to WorkRally: Rally-Video, Rally-Video-edit-2.0 and UpScale-rally with 4K output</news:title>
      <news:keywords>Tencent, WorkRally, Rally-Video, video generation, video editing, super-resolution, UpScale-rally</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/huawei-ascend-kimi-k3-1-pro-lora-fine-tuning-atlas-950-superpod</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
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      </news:publication>
      <news:publication_date>2026-11-08T02:05:45.831Z</news:publication_date>
      <news:title>Huawei Ascend validates LoRA fine-tuning of 2.8T-parameter Kimi K3.1 Pro on 128-card Atlas 950 SuperPoD</news:title>
      <news:keywords>Huawei, Ascend, Kimi K3.1 Pro, Moonshot AI, LoRA, fine-tuning, Atlas 950 SuperPoD, mixture-of-experts</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/claude-personal-finance-vs-chatgpt-finances-privacy</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T23:20:47.977Z</news:publication_date>
      <news:title>Claude Personal Finance skips model training by default; ChatGPT Finances follows your opt-out setting</news:title>
      <news:keywords>Claude, Anthropic, ChatGPT, OpenAI, Personal Finance, Privacy, Plaid, Intuit</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/openai-disproves-exponential-time-hypothesis</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T17:35:38.297Z</news:publication_date>
      <news:title>OpenAI disproves Exponential Time Hypothesis, co-proposer Impagliazzo calls it &quot;shocking news&quot;</news:title>
      <news:keywords>OpenAI, Exponential Time Hypothesis, computational complexity, research, encryption, chip design</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/inkling-2-small-profanity-vals-ai-benchmark-logs</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T16:50:43.593Z</news:publication_date>
      <news:title>Vals AI finds 316 expletives in Thinking Machines' Inkling 2 Small reasoning logs across 2,655 benchmark runs</news:title>
      <news:keywords>Thinking Machines, Inkling 2 Small, Vals AI, benchmark, chain of thought, ProgramBench</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/vals-cyberoffense-gpt-6-sol-daybreak-deepseek-v4-1-flash</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T15:50:50.088Z</news:publication_date>
      <news:title>Vals AI: OpenAI's GPT-6 Sol Daybreak hits 80.8% on CyberOffense, open-weight Deepseek V4.1 Flash reaches 72.8%</news:title>
      <news:keywords>Vals AI, CyberOffense, GPT-6 Sol, Deepseek V4.1 Flash, OpenAI Daybreak, open-weight models, cybersecurity, AISI</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/nous-research-arete-27b-qwen3-8-propaganda-fine-tune</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T12:50:53.702Z</news:publication_date>
      <news:title>Nous Research releases Arete-27B, a Qwen3.8-27B fine-tune that cuts propaganda rate from 22% to 0.9%</news:title>
      <news:keywords>Arete-27B, Nous Research, Qwen3.8-27B, fine-tuning, open-weight, AI bias, Alibaba, Hugging Face</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/into-the-unknown-benchmark-ai-agents-national-labs</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T11:20:52.474Z</news:publication_date>
      <news:title>None of 135 AI agent submissions pass experts' bar on open national-lab research in 'Into the Unknown'</news:title>
      <news:keywords>benchmark, AI agents, autonomous research, Into the Unknown, Carnegie Mellon, GPT-6 Astra, Claude Opus 5.5, GPT-5.6 Sol</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/google-research-smartwatch-hypertension-detection-no-cuff</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T10:05:42.615Z</news:publication_date>
      <news:title>Google Research AI flags high blood pressure from smartwatch pulse and motion data, no cuff calibration needed</news:title>
      <news:keywords>Google Research, Google Health, hypertension, smartwatch, SensorFM, Nature, health AI, wearables</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/prunaai-p-h3-image-8mp-8-steps-minimax-h3</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T08:50:54.004Z</news:publication_date>
      <news:title>PrunaAI releases P-H3-Image: 8 MP image generation and editing in 8 steps, built on MiniMax-H3</news:title>
      <news:keywords>P-H3-Image, PrunaAI, MiniMax-H3, image generation, image editing, diffusers, Hugging Face, ComfyUI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/opencsg-agentic-27b-tool-workflows-single-a800</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T07:21:14.143Z</news:publication_date>
      <news:title>OpenCSG Agentic-27B: 27.36B-Parameter Tool-Use Model Runs on One A800, Commercial Use Needs Permission</news:title>
      <news:keywords>OpenCSG, Agentic-27B, Qwen3.8-27B, tool use, agents, LoRA DPO, open weights, NVIDIA A800</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/huawei-harmonyos-pc-standalone-assistant-work-office-agent</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T07:20:48.194Z</news:publication_date>
      <news:title>Huawei releases standalone HarmonyOS PC assistant (v11.7.9.300) with official Work office agent</news:title>
      <news:keywords>Huawei, HarmonyOS, AI agent, office automation, HarmonyOS PC, Work agent, AppGallery</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/meta-muse-active-memory-active-focus-specialized-models</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T02:05:39.033Z</news:publication_date>
      <news:title>Meta brings Active Memory and Active Focus to all Muse and Meta AI users</news:title>
      <news:keywords>Meta, Muse, Meta AI, Active Memory, Active Focus, Muse Wonder</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/github-in-slack-and-teams-generally-available</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-07T00:05:41.612Z</news:publication_date>
      <news:title>@GitHub in Slack and Teams is now generally available</news:title>
      <news:keywords>GitHub, GitHub Copilot, Slack, Microsoft Teams, product update, pull requests</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/flux-3-image-klein-nvidia-b200-tensorrt-llm-visualgen</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T22:36:52.003Z</news:publication_date>
      <news:title>NVIDIA: FLUX 3 Image Klein Base runs up to 3.46x faster on one B200 with TensorRT LLM VisualGen</news:title>
      <news:keywords>FLUX 3, Black Forest Labs, NVIDIA, Blackwell, B200, TensorRT LLM, NVFP4, image generation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/cursor-voice-chat-agents-grok-voice</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T22:36:25.647Z</news:publication_date>
      <news:title>Cursor adds realtime voice calls with coding agents, powered by Grok Voice</news:title>
      <news:keywords>Cursor, Anysphere, voice chat, Grok Voice, AI coding agents, iOS, Privacy Mode</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/raycast-dictate-to-ai-screen-awareness-v2-11</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T22:35:59.450Z</news:publication_date>
      <news:title>Raycast adds Dictate to AI, a voice command that sends active-app context to AI Chat</news:title>
      <news:keywords>Raycast, Dictate to AI, Screen Awareness, AI Chat, voice dictation, macOS, product update</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/anthropic-project-eve-claude-trading-sabotage-detection</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T21:05:38.441Z</news:publication_date>
      <news:title>Anthropic's Project EVE: Claude agents profit in simulated EVE Online markets but rarely catch a sabotaging teammate</news:title>
      <news:keywords>Anthropic, Claude, Project EVE, EVE Online, EVE Frontier, multi-agent, sabotage detection, Anthropic Fellows Program</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/openai-biobasicsbench-wet-lab-agent-benchmark</loc>
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      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T19:20:39.809Z</news:publication_date>
      <news:title>OpenAI introduces BioBasicsBench, a 100-task benchmark for AI agents in everyday wet-lab science</news:title>
      <news:keywords>OpenAI, BioBasicsBench, benchmark, AI agents, wet-lab, biology</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/anthropic-model-4-aeci-178-metr-report</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T18:35:55.392Z</news:publication_date>
      <news:title>METR report: Anthropic's unreleased Model 4 scores 178.6 on AECI, ahead of Opus 5.5</news:title>
      <news:keywords>Anthropic, METR, AECI, Opus 5.5, Model 4, benchmark, AI R&amp;D, Responsible Scaling Policy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/meta-muse-spaces-custom-app-experiences</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T18:20:51.507Z</news:publication_date>
      <news:title>Meta adds &quot;spaces&quot; to Muse AI, letting users build app-like hubs by describing them</news:title>
      <news:keywords>Meta, Muse, Muse Wonder, AI assistant, spaces, product update</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/salesforce-koa-decisions-gemma-image-audio</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T16:50:48.763Z</news:publication_date>
      <news:title>Salesforce launches Koa Decisions, a Gemma-based model that classifies text, image and audio requests</news:title>
      <news:keywords>Salesforce, Koa Decisions, HyperClassifier, Gemma, Agentforce, multimodal</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/google-antigravity-2-29-remote-agents-voice-mode</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T15:50:49.819Z</news:publication_date>
      <news:title>Google Antigravity 2.29 adds cloud Remote Agents for Google AI Pro and Ultra subscribers</news:title>
      <news:keywords>Google, Antigravity, Remote Agents, Voice Mode, Gemini Live, agentic coding, Google AI Pro, Google AI Ultra</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/underdog-woof-31m-parameter-open-text-to-speech-model</loc>
    <news:news>
      <news:publication>
        <news:name>TPS: Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T13:21:02.001Z</news:publication_date>
      <news:title>Underdog releases Woof, a 31M-parameter open text-to-speech model that runs in a browser</news:title>
      <news:keywords>Underdog, Woof, text-to-speech, on-device AI, open models, edge AI, local AI, Bark</news:keywords>
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