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    <loc>https://tpsreport.news/news/iflytek-sparkaudio-1-0-99-languages-30b-a3b-moe</loc>
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        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-26T07:06:34.578Z</news:publication_date>
      <news:title>iFLYTEK SparkAudio 1.0 speech model supports 99 languages and 202 dialects, pairs 0.65B encoder with 30B-A3B MoE</news:title>
      <news:keywords>iFLYTEK, SparkAudio, speech recognition, mixture-of-experts, robotics, embodied AI, Huawei Ascend, multilingual</news:keywords>
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  <url>
    <loc>https://tpsreport.news/news/primotion-paimon-0-embodied-model-300ms-action-chunk</loc>
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        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-26T07:05:49.715Z</news:publication_date>
      <news:title>Primotion's Paimon-0 cuts action-chunk inference from about 3,000 ms to 300 ms, company says</news:title>
      <news:keywords>Paimon-0, Primotion, embodied AI, robotics, world action model, RoboColiseum, FPGA, Shenzhen</news:keywords>
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  <url>
    <loc>https://tpsreport.news/news/cline-desktop-v0-0-49-changes-pane-terminal-local-models</loc>
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      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-26T04:50:52.147Z</news:publication_date>
      <news:title>Cline Desktop v0.0.49 adds changed-files pane, project file tree and integrated terminal</news:title>
      <news:keywords>Cline, Cline Desktop, developer tools, coding agents, ClinePass, Kimi K3.1 Pro, Ollama, LM Studio</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/kimi-k3-1-pro-rate-limit-apology-25-percent-quota-reset</loc>
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      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-26T02:20:45.234Z</news:publication_date>
      <news:title>Kimi resets 25% of monthly quota for all paid tiers after K3.1 Pro rate-limit and quota problems</news:title>
      <news:keywords>Kimi, Moonshot AI, K3.1 Pro, rate limits, quota, sub-agents, Kimi Code</news:keywords>
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  <url>
    <loc>https://tpsreport.news/news/nanbeige4-3-33b-512k-context-agentic-teacher-model</loc>
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        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-25T15:21:36.185Z</news:publication_date>
      <news:title>Nanbeige4.3-33B released: 33B open model with 512K context targets agentic coding and cowork tasks</news:title>
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    <loc>https://tpsreport.news/news/anthropic-oss-scanner-free-vulnerability-scanner</loc>
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        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-25T13:20:39.245Z</news:publication_date>
      <news:title>Anthropic launches OSS Scanner, a free opt-in vulnerability scanner for critical open-source projects</news:title>
      <news:keywords>Anthropic, OSS Scanner, Claude Mythos, security, open source, vulnerability scanning</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/openai-red-team-agents-cpu-cache-covert-channel-microvm</loc>
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      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-25T11:50:50.582Z</news:publication_date>
      <news:title>OpenAI red-team agents built a CPU cache covert channel across microVM sandboxes with no network or shared files</news:title>
      <news:keywords>OpenAI, AI safety, red teaming, sandboxing, microVM, CPU cache, covert channel, GPT-6 Astra Cyber</news:keywords>
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  <url>
    <loc>https://tpsreport.news/news/ai21-labs-lift-bench-scoped-constraints-instruction-following</loc>
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        <news:name>TPS — Tokens Per Second</news:name>
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      <news:publication_date>2026-10-25T10:50:44.331Z</news:publication_date>
      <news:title>AI21 Labs releases LIFT-Bench, scoping each constraint to one document section</news:title>
      <news:keywords>AI21 Labs, LIFT-Bench, LIFT-Train, instruction following, benchmark, reinforcement learning, reward hacking</news:keywords>
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  <url>
    <loc>https://tpsreport.news/news/jack-clark-self-improving-ai-2027-tasteval-benchmark</loc>
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        <news:name>TPS — Tokens Per Second</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-25T09:50:49.355Z</news:publication_date>
      <news:title>Anthropic's Jack Clark moves self-improving AI forecast to 2027 on TasteVal results</news:title>
      <news:keywords>Anthropic, Jack Clark, TasteVal, P-Zero Research, recursive self-improvement, Opus 5.5, benchmark, AI research automation</news:keywords>
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  <url>
    <loc>https://tpsreport.news/news/anthropic-single-agent-beats-subagents-migration-kit</loc>
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        <news:name>TPS — Tokens Per Second</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-25T09:20:48.086Z</news:publication_date>
      <news:title>Anthropic recommends consolidating sub-agents into one agent that loads context on demand</news:title>
      <news:keywords>Anthropic, AI agents, sub-agents, Claude, agent architecture, skills, context engineering</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/qwen-personal-agent-framework-model-memory-ecosystem</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>2026-10-25T07:20:45.323Z</news:publication_date>
      <news:title>Qwen outlines personal agent framework: 8,000+ atomic capability requirements, tiered memory, open service ecosystem</news:title>
      <news:keywords>Qwen, Alibaba, personal agent, Qwen Go!, agent memory, CNCC 2026</news:keywords>
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  <url>
    <loc>https://tpsreport.news/news/kimi-k3-1-pro-influencer-promotion-allegations</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>2026-10-25T05:05:43.122Z</news:publication_date>
      <news:title>Kimi K3.1 Pro debut draws scrutiny over allegations of undisclosed influencer promotion for Moonshot</news:title>
      <news:keywords>Kimi K3.1 Pro, Moonshot, Kimi, influencer marketing, benchmarks, VentureBeat</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/cognition-devin-vulnerability-fixes-plugin-open-source</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>2026-10-25T03:20:43.539Z</news:publication_date>
      <news:title>Cognition open-sources Devin plugin with 3 MIT-licensed skills to patch PHP, Node.js, GitLab RCE flaws</news:title>
      <news:keywords>Cognition, Devin, cybersecurity, open-source, agent-skills, RCE, GitLab, Node.js</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/gemini-4-argon-google-adk-optimization-11-hour-run</loc>
    <news:news>
      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-24T16:20:45.531Z</news:publication_date>
      <news:title>Gemini 4 Argon's 11-hour unattended run yields two accepted optimizations in Google's ADK codebase</news:title>
      <news:keywords>Gemini 4 Argon, Google, Agent Development Kit, ADK, AI coding agents, Antigravity, Python, performance optimization</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/grok-4-7-gpt-6-1-sol-midterm-political-lean-study</loc>
    <news:news>
      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-24T15:20:57.070Z</news:publication_date>
      <news:title>Study: Grok 4.7 picks Republicans 92% of the time, GPT-6.1 Sol picks Democrats 97%</news:title>
      <news:keywords>Grok 4.7, GPT-6.1 Sol, political bias, Convovo, midterm elections, xAI, OpenAI, evaluation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/krafton-raon-1-mini-preview-30b-a4b-moe</loc>
    <news:news>
      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-24T11:06:27.494Z</news:publication_date>
      <news:title>KRAFTON releases Raon-1 mini preview, a 28.8B-parameter MoE model with 4.3B active and 262,144-token context</news:title>
      <news:keywords>Raon-1 mini, KRAFTON, MoE, open-weights, Apache 2.0, Korean, speculative decoding, NVFP4</news:keywords>
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  </url>
  <url>
    <loc>https://tpsreport.news/news/coding-agent-harness-study-cost-not-accuracy</loc>
    <news:news>
      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-24T09:35:47.416Z</news:publication_date>
      <news:title>Swapping coding-agent harnesses moves SWE-bench scores about as much as a rerun, but costs can triple, study finds</news:title>
      <news:keywords>coding-agents, SWE-bench, Claude Code, OpenCode, mini-SWE-agent, benchmark, token-costs, harness</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://tpsreport.news/news/google-data-agent-kit-ga-skills-iam-guardrails</loc>
    <news:news>
      <news:publication>
        <news:name>TPS — Tokens Per Second</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-24T08:50:46.095Z</news:publication_date>
      <news:title>Google's Data Agent Kit reaches GA with 37 open-source skills and an IAM deny policy for read-only agents</news:title>
      <news:keywords>Google, Data Agent Kit, MCP, BigQuery, IAM, AI agents, Google Cloud, open source</news:keywords>
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