LLM Supervision on AIBussin — AI applications, systems and books https://aibussin.com/tags/llm-supervision/ Recent content in LLM Supervision on AIBussin — AI applications, systems and books Hugo en-US Mon, 30 Jun 2025 10:13:03 +0100 Self-Improving AI: A System That Learns, Validates, and Retrains Itself 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>