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    <title>Multimodal on Tenu Tech Brief</title>
    <link>https://cluster-site.onrender.com/tags/multimodal/</link>
    <description>Recent content in Multimodal on Tenu Tech Brief</description>
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    <lastBuildDate>Wed, 25 Feb 2026 09:33:42 +0000</lastBuildDate>
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      <title>Multimodal AI Sensor Fusion Targets 3D Print Faults</title>
      <link>https://cluster-site.onrender.com/posts/multimodal-ai-sensor-fusion-targets-3d-print-faults/</link>
      <pubDate>Wed, 25 Feb 2026 09:04:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/multimodal-ai-sensor-fusion-targets-3d-print-faults/</guid>
      <description>• Researchers have proposed a multimodal sensor fusion approach to AI-based fault detection in 3D printing, aiming to push AM monitoring closer to reliable, Industry 4.0 operation.</description>
    </item>
    <item>
      <title>Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals</title>
      <link>https://cluster-site.onrender.com/posts/cardiac-health-assessment-across-scenarios-and-devices-using-a-multimodal-foundation-model-pretrained-on-data-from-1.7-million-individuals/</link>
      <pubDate>Wed, 25 Feb 2026 06:37:21 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/cardiac-health-assessment-across-scenarios-and-devices-using-a-multimodal-foundation-model-pretrained-on-data-from-1.7-million-individuals/</guid>
      <description>• Abstract Cardiovascular diseases remain a major contributor to the global burden of healthcare, highlighting the importance of accurate and scalable methods for cardiac monitorin</description>
    </item>
    <item>
      <title>Physics-based phenomenological characterization of cross-modal bias in multimodal models</title>
      <link>https://cluster-site.onrender.com/posts/physics-based-phenomenological-characterization-of-cross-modal-bias-in-multimodal-models/</link>
      <pubDate>Wed, 25 Feb 2026 05:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/physics-based-phenomenological-characterization-of-cross-modal-bias-in-multimodal-models/</guid>
      <description>• Computer Science &amp;gt; Artificial Intelligence [Submitted on 24 Feb 2026] Title:Physics-based phenomenological characterization of cross-modal bias in multimodal models View PDF HTML</description>
    </item>
    <item>
      <title>Beyond Description: A Multimodal Agent Framework for Insightful Chart Summarization</title>
      <link>https://cluster-site.onrender.com/posts/beyond-description-a-multimodal-agent-framework-for-insightful-chart-summarization/</link>
      <pubDate>Tue, 24 Feb 2026 05:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/beyond-description-a-multimodal-agent-framework-for-insightful-chart-summarization/</guid>
      <description>• Chart summarization remains key for data accessibility but current methods lack deep insight extraction. • Existing MLLMs focus on low-level descriptions, missing the core analyt</description>
    </item>
    <item>
      <title>Health&#43;: Empowering Individuals via Unifying Health Data</title>
      <link>https://cluster-site.onrender.com/posts/health-empowering-individuals-via-unifying-health-data/</link>
      <pubDate>Tue, 24 Feb 2026 05:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/health-empowering-individuals-via-unifying-health-data/</guid>
      <description>• Health+ addresses fragmented personal health data across incompatible systems, enabling unified access. • Empowers users to upload, query, and share multimodal records-text, imag</description>
    </item>
    <item>
      <title>TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models</title>
      <link>https://cluster-site.onrender.com/posts/tpru-advancing-temporal-and-procedural-understanding-in-large-multimodal-models/</link>
      <pubDate>Tue, 24 Feb 2026 05:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/tpru-advancing-temporal-and-procedural-understanding-in-large-multimodal-models/</guid>
      <description>• TPRU dataset addresses temporal and procedural gaps in multimodal LLMs, enabling richer embodied AI. • Comprised of robotic manipulation and GUI navigation scenes with 3 tasks: T</description>
    </item>
    <item>
      <title>Imaging Data Liquidity: The Foundation of Multimodal Medical Intelligence</title>
      <link>https://cluster-site.onrender.com/posts/imaging-data-liquidity-the-foundation-of-multimodal-medical-intelligence/</link>
      <pubDate>Thu, 19 Feb 2026 14:43:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/imaging-data-liquidity-the-foundation-of-multimodal-medical-intelligence/</guid>
      <description>• Imaging has become a core input into how health systems understand disease, evaluate outcomes, plan capacity, and increasingly, how they learn. • The post Imaging Data Liquidity:</description>
    </item>
    <item>
      <title>Build AI-Ready Knowledge Systems Using 5 Essential Multimodal RAG Capabilities</title>
      <link>https://cluster-site.onrender.com/posts/build-ai-ready-knowledge-systems-using-5-essential-multimodal-rag-capabilities/</link>
      <pubDate>Tue, 17 Feb 2026 18:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/build-ai-ready-knowledge-systems-using-5-essential-multimodal-rag-capabilities/</guid>
      <description>• Enterprise data is inherently complex: real-world documents are multimodal, spanning text, tables, charts and graphs, images, diagrams, scanned pages, forms, and embedded metadat</description>
    </item>
    <item>
      <title>PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading</title>
      <link>https://cluster-site.onrender.com/posts/plotchain-deterministic-checkpointed-evaluation-of-multimodal-llms-on-engineering-plot-reading/</link>
      <pubDate>Tue, 17 Feb 2026 05:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/plotchain-deterministic-checkpointed-evaluation-of-multimodal-llms-on-engineering-plot-reading/</guid>
      <description>• Computer Science &amp;gt; Artificial Intelligence [Submitted on 29 Jan 2026] Title:PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading View P</description>
    </item>
    <item>
      <title>PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading</title>
      <link>https://cluster-site.onrender.com/posts/plotchain-deterministic-checkpointed-evaluation-of-multimodal-llms-on-engineering-plot-reading/</link>
      <pubDate>Tue, 17 Feb 2026 05:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/plotchain-deterministic-checkpointed-evaluation-of-multimodal-llms-on-engineering-plot-reading/</guid>
      <description>• Computer Science &amp;gt; Artificial Intelligence [Submitted on 29 Jan 2026] Title:PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading View P</description>
    </item>
    <item>
      <title>R²D²: Scaling Multimodal Robot Learning with NVIDIA Isaac Lab</title>
      <link>https://cluster-site.onrender.com/posts/rd-scaling-multimodal-robot-learning-with-nvidia-isaac-lab/</link>
      <pubDate>Tue, 10 Feb 2026 18:30:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/rd-scaling-multimodal-robot-learning-with-nvidia-isaac-lab/</guid>
      <description>• Building robust, intelligent robots requires testing them in complex environments. • However, gathering data in the physical world is expensive, slow, and often dangerous. • It i</description>
    </item>
    <item>
      <title>Ship Production Ready AI and Survive the Multimodal Frontier This February</title>
      <link>https://cluster-site.onrender.com/posts/ship-production-ready-ai-and-survive-the-multimodal-frontier-this-february/</link>
      <pubDate>Thu, 05 Feb 2026 08:04:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/ship-production-ready-ai-and-survive-the-multimodal-frontier-this-february/</guid>
      <description>• Ship Production Ready AI and Survive the Multimodal Frontier This February Developer Relations Engineering Manager The AI landscape is moving at breakneck speed. • One day you&amp;rsquo;re</description>
    </item>
    <item>
      <title>Nemotron ColEmbed V2: Raising the Bar for Multimodal Retrieval with ViDoRe V3&#39;s Top Model</title>
      <link>https://cluster-site.onrender.com/posts/nemotron-colembed-v2-raising-the-bar-for-multimodal-retrieval-with-vidore-v3s-top-model/</link>
      <pubDate>Wed, 04 Feb 2026 15:00:40 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/nemotron-colembed-v2-raising-the-bar-for-multimodal-retrieval-with-vidore-v3s-top-model/</guid>
      <description>• Nemotron ColEmbed V2 introduces late‑interaction embeddings for unified text‑image retrieval. • Three model sizes-3B, 4B, 8B-deliver state‑of‑the‑art accuracy on ViDoRe V1‑V3. •</description>
    </item>
    <item>
      <title>Multimodal reinforcement learning with agentic verifier for AI agents</title>
      <link>https://cluster-site.onrender.com/posts/multimodal-reinforcement-learning-with-agentic-verifier-for-ai-agents/</link>
      <pubDate>Tue, 20 Jan 2026 17:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/multimodal-reinforcement-learning-with-agentic-verifier-for-ai-agents/</guid>
      <description>• Argos trains multimodal RL agents to reward answers grounded in visual and temporal evidence, not just plausibility. • Automated verification selects specialized tools per answer</description>
    </item>
    <item>
      <title>With Mobius Labs&#39; Aana models, we&#39;re bringing deeper multimodal understanding to Dropbox Dash</title>
      <link>https://cluster-site.onrender.com/posts/with-mobius-labs-aana-models-were-bringing-deeper-multimodal-understanding-to-dropbox-dash/</link>
      <pubDate>Thu, 23 Oct 2025 13:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/with-mobius-labs-aana-models-were-bringing-deeper-multimodal-understanding-to-dropbox-dash/</guid>
      <description>• With Mobius Labs&amp;rsquo; Aana models, we&amp;rsquo;re bringing deeper multimodal understanding to Dropbox Dash Teams today create and share more types of content than ever before. • Their work mi</description>
    </item>
    <item>
      <title>With Mobius Labs&#39; Aana models, we&#39;re bringing deeper multimodal understanding to Dropbox Dash</title>
      <link>https://cluster-site.onrender.com/posts/with-mobius-labs-aana-models-were-bringing-deeper-multimodal-understanding-to-dropbox-dash/</link>
      <pubDate>Thu, 23 Oct 2025 13:00:00 +0000</pubDate>
      <guid>https://cluster-site.onrender.com/posts/with-mobius-labs-aana-models-were-bringing-deeper-multimodal-understanding-to-dropbox-dash/</guid>
      <description>• With Mobius Labs&amp;rsquo; Aana models, we&amp;rsquo;re bringing deeper multimodal understanding to Dropbox Dash Teams today create and share more types of content than ever before. • Their work mi</description>
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