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      <news:title>Epistemic Goggles: Gradient-editing module flags fiction 91%</news:title>
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        <news:name>The Brieftide</news:name>
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      <news:title>Phi-Nav: Hindsight instructions for Vision-Language Navigation</news:title>
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    <loc>https://thebrieftide.com/brief/meta-benchmarks-for-financial-services-llm-evaluation</loc>
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      <news:title>Meta-Benchmarks: Financial-Services LLM evaluation framework</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/hidden-forgetting-in-continual-multimodal-learning-when-accuracy-survives-but-gr</loc>
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        <news:name>The Brieftide</news:name>
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      <news:title>Hidden Forgetting in MLLMs: RCL reduces evidence drift</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/contextsniper-anttrail-s-token-efficient-code-memory-for-repository-level-progra</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:title>ContextSniper (AntTrail) token-efficient code memory, benchmarks</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/beyond-next-token-prediction-an-rlvr-proof-of-concept-for-tool-use-agents-on-atl</loc>
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        <news:name>The Brieftide</news:name>
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      <news:title>RLVR: Proof-of-Concept for Tool-Use Agents on Atlassian APIs</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/procedural-memory-distillation-online-reflection-for-self-improving-language-mod</loc>
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        <news:name>The Brieftide</news:name>
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      <news:title>Procedural Memory Distillation: PMD boosts benchmarks</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/when-should-service-agents-reconsider-difficulty-routed-control-in-customer-serv</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Difficulty-Routed Control: When Service Agents Should Reconsider</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/eo-agents-a-three-agent-llm-pipeline-for-earth-observation-hypothesis-generation</loc>
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        <news:name>The Brieftide</news:name>
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      <news:title>EO-Agents: Three-Agent LLM Pipeline for NASA EO Hypotheses</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/the-wiola-architecture-for-efficient-small-language-models</loc>
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        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Wiola architecture: new SLM design, 120M-1.5B sizes, HuggingFace</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/traceable-fault-diagnosis-for-battery-energy-storage-systems-via-retrieval-augme</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Retrieval-Augmented O&amp;M Assistant for BESS: Traceable Diagnosis</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/inducekv-fixed-footprint-continual-adaptation-of-multimodal-llms-via-inducing-kv</loc>
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        <news:name>The Brieftide</news:name>
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      <news:title>InduceKV for Multimodal LLMs: Fixed-Footprint Continual Adaptation</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/comfyclaw-self-evolving-skill-harnesses-for-image-generation-workflows</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>COMFYCLAW: Self-Evolving Skills for ComfyUI Workflows, 2 Jul 2026</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/episodic-to-semantic-consolidation-without-identity-drift</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Episodic-to-Semantic Consolidation That Preserves Identity</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/discrete-diffusion-language-models-for-interactive-radiology-report-drafting</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>DiffusionGemma-26B vs Gemma-4-26B: Radiology report benchmark</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/world-feedback-for-clinical-agents-diagnosing-rl-in-fhir-environments</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>MedAgentBench-v3 shows RL limits in FHIR: 8.9% silent-finish</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/agent4cs-a-multi-agent-system-for-code-summarization-in-large-hierarchical-codeb</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Agent4cs: Multi-agent code summarization, up to 38% gains</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/safety-targeted-embedding-exploit-via-refinement</loc>
    <news:news>
      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>STEER attack: multilingual jailbreaks hit 93% on open 8B models</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/rethinking-complexity-metrics-for-llm-integrated-applications-beyond-source-code</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>HECATE: New complexity metrics for LLM-integrated applications</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/elephantagent-contextual-state-continuity-in-agentic-systems</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>ElephantAgent: Contextual State Continuity protocol (arXiv 2026)</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/repair-the-amplifier-not-the-symptom-stable-world-model-correction-for-agent-rol</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>WM-SAR: Stable World-Model Correction for Agent Rollouts</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/verifiable-knowledge-expansion-through-retrieval-grounded-formal-concept-analysi</loc>
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        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Retrieval-Grounded Formal Concept Analysis: Verifiable Knowledge</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/ontolearner-a-modular-python-library-for-ontology-learning-with-large-language-m</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>OntoLearner: Python library for ontology learning with LLMs</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/creativityneuro-steering-language-model-weights-to-improve-divergent-thinking-an</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>CreativityNeuro: Steering LLM Weights to Boost Divergent Thinking</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/profit-based-counterfactual-explanations-for-product-improvement-a-case-study-of</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Profit-Based Counterfactual Explanations for Manga Sales</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/scaling-trends-for-lie-detector-oversight-in-preference-learning</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Scaling Trends for SOLiD: Lie Detector Oversight by Model Size</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/diverse-evidence-better-forecasts-multi-agent-deliberation-under-information-asy</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>InfoDelphi: Multi-agent deliberation improves forecasting</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/spec-auf-accept-until-fail-training-under-train-inference-misalignment-for-maske</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Spec-AUF: Accept-Until-Fail training for Masked Drafters</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/multimodal-knowledge-edit-scoped-generalization-for-online-recursive-mllm-editin</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>ScopeEdit: arXiv paper on scoped online editing for MLLMs</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/skillcoach-self-evolving-rubrics-for-evaluating-and-enhancing-agentic-skill-use</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>SkillCoach: Self-Evolving Rubrics for LLM Agent Skill-Use</news:title>
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  </url>
  <url>
    <loc>https://thebrieftide.com/brief/camonas-neural-architecture-search-for-enhanced-camouflaged-object-detection</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>CamoNAS: Neural Architecture Search for Camouflaged Detection</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/auto-fl-research-agentic-search-for-federated-learning-algorithms</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-07-03T04:00:00.000Z</news:publication_date>
      <news:title>Auto-FL-Research: Agentic search for Federated Learning</news:title>
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  <url>
    <loc>https://thebrieftide.com/brief/mark-zuckerberg-tells-staff-that-ai-agents-haven-t-progressed-as-quickly-as-he-d</loc>
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      <news:publication>
        <news:name>The Brieftide</news:name>
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      <news:publication_date>2026-07-02T23:38:10.000Z</news:publication_date>
      <news:title>Mark Zuckerberg: Meta’s AI agents lag, gains expected in 3-6</news:title>
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