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    <loc>https://thebrieftide.com/brief/memory-in-the-loop-in-process-retrieval-as-extendedworking-memory-for-language-a</loc>
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      <news:title>Driving the Wrong Way: Interpretability in End-to-End Driving</news:title>
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    <loc>https://thebrieftide.com/brief/danus-orchestrating-mathematical-reasoning-agents-with-fact-graph-memory</loc>
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    <loc>https://thebrieftide.com/brief/rethinking-indic-ai-from-a-lens-of-cultural-heritage-preservation</loc>
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        <news:name>The Brieftide</news:name>
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      <news:title>Indic AI rethink: Culture Sensing for cultural heritage</news:title>
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      <news:title>Advantage-weighting Ranking: Binary Depression Detection 2026</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/topobrick-agentic-topology-sampling-of-exogenous-variables-for-zero-shot-buildin</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-08T04:00:00.000Z</news:publication_date>
      <news:title>Heting Mao: Structural Tension and Native Meta-Architecture</news:title>
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    <loc>https://thebrieftide.com/brief/finding-h-pylori-in-the-fine-print-evidence-linked-multi-agent-case-finding-from</loc>
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      <news:title>Nimblemind nMAS finds H. pylori in gastric biopsy reports</news:title>
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    <loc>https://thebrieftide.com/brief/beyond-static-evaluation-building-simulation-environments-for-scalable-agentic-r</loc>
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        <news:name>The Brieftide</news:name>
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    <loc>https://thebrieftide.com/brief/explainer-a-declarative-query-language-for-explaining-classification-models</loc>
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        <news:name>The Brieftide</news:name>
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      <news:title>ExplAIner: Declarative Query Language for Model Explanations</news:title>
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    <loc>https://thebrieftide.com/brief/a-definition-and-roadmap-for-world-models</loc>
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    <loc>https://thebrieftide.com/brief/the-large-cancer-assistant-lca-a-model-agnostic-orchestration-framework-for-scal</loc>
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    <loc>https://thebrieftide.com/brief/information-gain-based-rollout-policy-optimization-an-adaptive-tree-structured-r</loc>
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      <news:title>IGRPO: Information Gain Rollouts for Multi-Turn LLM Agents</news:title>
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    <loc>https://thebrieftide.com/brief/a-toy-framework-for-single-and-multi-agent-human-ai-curiosity-ecosystems</loc>
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      <news:title>Curiosity ecosystems: Ilya Monosov&#39;s toy framework arXiv</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/when-do-prophets-profit-in-prediction-markets</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-08T04:00:00.000Z</news:publication_date>
      <news:title>Prediction markets: when prophets profit, Kalshi +80.33%</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/synthetic-consumer-insight-generation-with-large-language-models</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-08T04:00:00.000Z</news:publication_date>
      <news:title>Synthetic Consumer Insight Generation with Large Language Models</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/multi-agent-deep-reinforcement-learning-for-multi-objective-battery-management-i</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-08T04:00:00.000Z</news:publication_date>
      <news:title>Multi-Agent DRL in Dairy Farms: Battery Management, 18% Gain</news:title>
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  <url>
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        <news:name>The Brieftide</news:name>
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      <news:title>Auto-DSM: Black-box evaluation of LLM-based DSM, metrics</news:title>
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  <url>
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      <news:title>Physics-Inspired Structural Attribution for Cyber-Physical IoT</news:title>
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  <url>
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      <news:publication_date>2026-07-07T22:18:10.000Z</news:publication_date>
      <news:title>Meta Muse Image launches: new AI image generator sparks backlash</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/meta-now-lets-anyone-use-your-instagram-photos-in-ai-images-unless-you-opt-out</loc>
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      <news:publication_date>2026-07-07T21:59:29.000Z</news:publication_date>
      <news:title>Meta lets AI use your Instagram photos unless you opt out</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/openai-s-chief-futurist-is-leaving-the-company</loc>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>Internal Pluralism and Pairwise Comparison Limits, 2026</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/has-bench-evaluating-llm-based-human-agent-systems-under-configurable-human-part</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>HAS-Bench: Evaluating LLM Human-Agent Systems across Six Domains</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/decentralized-aggregation-of-llm-predictions-via-wagering-mechanisms</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>WALLA: Decentralized LLM aggregation via wagering mechanisms</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/agent-step-value-state-transition-measurement-with-state-grounded-llm-evaluators</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>Agent Step Value ASV: 1,100 Transitions, Bayesian Surprise</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/swarmresearch-orchestrating-coding-agents-for-open-ended-discovery</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>SwarmResearch: Orchestrating coding agents for discovery</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/object-centric-environment-modeling-for-agentic-tasks</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>Object-Centric Environment Modeling (OCM) for Agentic Tasks</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/nemotron-labs-3-puzzle-75b-a9b-compressing-hybrid-moe-llms</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>Nemotron-Labs-3-Puzzle-75B-A9B compressed MoE LLM, 2x throughput</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/oyster-ii-reinforcement-learning-for-constructive-safety-alignment-in-large-lang</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>Oyster-II: RL safety alignment outperforms Oyster-I, Qwen3-14B</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/can-conversational-temporal-dynamics-improve-depression-detection-in-dyads-a-pre</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/agentic-sabre-an-uncertainty-aware-neuro-symbolic-multi-agent-framework-for-adap</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
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      <news:title>Agentic SABRE: Uncertainty-Aware Ransomware Detection Framework</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/a-clustering-based-framework-for-identifying-suspicious-trading-patterns-in-capi</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>K-Means++ framework flags 2.02% suspicious trades in 2012–2024</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/bridging-interleaved-multi-modal-reasoning-as-a-unified-decision-process</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>BRAID: Unified RL for Interleaved Multi-Modal Reasoning</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/mechmath-agent-team-llm-driven-agents-for-mathematical-research</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>MechMath Agent Team MMAT: LLM agents solve 11 math problems</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/robust-feasible-route-construction-through-collaborative-partition-optimization</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
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      <news:title>CoRC: Collaborative Partition Optimization for CVRPs</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/embodied-operators-and-benchmarking-toward-reusable-and-deployable-embodied-inte</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>Embodied Operators research: benchmarking reusable components</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/forethought-verifiable-reasoning-from-neurosymbolic-primitive-programming</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>Forethought: Neurosymbolic programming for verifiable reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/ask-in-the-dark-uncertainty-gated-llm-assistance-under-partial-observability</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>ASK+: uncertainty-gated LLM help raises DoorKey success to 93%</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/evaluating-llm-uncertainty-in-long-form-generation-using-deterministic-ground-tr</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-07T04:00:00.000Z</news:publication_date>
      <news:title>SALT benchmark evaluates LLM uncertainty in long-form generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/the-first-ai-run-ransomware-attack-still-needed-a-human</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T23:56:14.000Z</news:publication_date>
      <news:title>JadePuffer AI-run ransomware still required a human operator</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/us-investors-will-soon-get-access-to-sk-hynix-another-memory-maker-riding-the-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T23:21:03.000Z</news:publication_date>
      <news:title>SK Hynix U.S. IPO: nearly 17.8M ADRs could raise $28B</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/from-hugging-face-to-amazon-sagemaker-studio-in-one-click</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T22:35:55.000Z</news:publication_date>
      <news:title>Hugging Face to Amazon SageMaker Studio: one-click launch</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/teaching-models-to-forget-selective-unlearning-with-amazon-nova</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T22:23:45.000Z</news:publication_date>
      <news:title>Amazon Nova rDPO: Selective unlearning with CCMS adapters</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/enhancing-goodput-in-large-scale-llm-training-with-nonuniform-tensor-parallelism</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T21:44:23.000Z</news:publication_date>
      <news:title>Nonuniform Tensor Parallelism: NVIDIA NTP keeps Goodput steady</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/you-can-now-customize-siri-s-pace-and-expressivity-in-the-latest-ios-27-beta</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T19:01:59.000Z</news:publication_date>
      <news:title>Siri in iOS 27 beta: customize pace and expressivity controls</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/cloudflare-replaces-its-blanket-ai-bot-block-with-granular-controls-for-search-t</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T18:54:45.000Z</news:publication_date>
      <news:title>Cloudflare AI bot controls: separate Search, Training, Agent</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://thebrieftide.com/brief/zhipu-ai-launches-zcode-to-challenge-claude-code-and-openai-codex-at-a-fraction</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-06T18:28:26.000Z</news:publication_date>
      <news:title>Zhipu AI ZCode launch: GLM-5.2 coding agent vs Claude Code</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/tencent-releases-hy3-open-source-model-that-allegedly-matches-models-up-to-five</loc>
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        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-06T18:03:15.000Z</news:publication_date>
      <news:title>Tencent Hy3 open-source MoE model: 295B params, 21B active</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/your-family-s-300-stake-in-openai</loc>
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        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-06T18:00:00.000Z</news:publication_date>
      <news:title>OpenAI 5% stake: $320 per U.S. household from $852B valuation</news:title>
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  </url>
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