https://aibussin.com/tags/document-scoring/ Recent content in Document Scoring on AIBussin — AI applications, systems and books Hugo en-US Mon, 30 Jun 2025 10:13:03 +0100 https://aibussin.com/post/rivals/ Mon, 30 Jun 2025 10:13:03 +0100 https://aibussin.com/post/rivals/ <h2 id="-the-static-ai-trap">🤖 <strong>The Static AI Trap</strong></h2> <p>Today’s AI systems are frozen in time: trained once, deployed forever. Yet the real world never stops evolving. Goals shift overnight. New research upends old truths. Context transforms without warning.</p> <p><strong>What if your AI could wake up?</strong></p> <p>In this post, we engineer an intelligence that <strong>teaches itself</strong> a system that continuously learns from the web, audits its own judgments, and retrains itself when confidence wavers.</p> https://aibussin.com/post/docs/ Tue, 17 Jun 2025 23:31:13 +0100 https://aibussin.com/post/docs/ <h2 id="-summary">📖 Summary</h2> <p>Imagine drowning in a sea of research papers, each holding a fragment of the knowledge you need for your next breakthrough. How does an AI system, striving for self-improvement, navigate this information overload to find precisely what it needs? This is the core challenge our Document Intelligence pipeline addresses, transforming chaotic documents into organized, searchable knowledge.</p> <p>In this post we combine insights from <a href="https://arxiv.org/pdf/2505.21497" target="_blank" class="paper-badge" style="display: inline-block; padding: 6px 10px; background: #f3f4f6; border-left: 4px solid #3b82f6; border-radius: 4px; margin: 4px 0; text-decoration: none; color: #1f2937;"> <strong>Paper2Poster</strong>: Towards Multimodal Poster Automation from Scientific Papers </a> and <a href="https://arxiv.org/abs/2506.10952" target="_blank" class="paper-badge" style="display: inline-block; padding: 6px 10px; background: #f3f4f6; border-left: 4px solid #3b82f6; border-radius: 4px; margin: 4px 0; text-decoration: none; color: #1f2937;"> <strong>Domain2Vec</strong>: Vectorizing Datasets to Find the Optimal Data Mixture without Training </a> to build an AI document profiler that transforms unstructured papers into structured, searchable knowledge graphs.</p>