https://aibussin.com/tags/epistemic-memory/ Recent content in Epistemic Memory on AIBussin — AI applications, systems and books Hugo en-US Sun, 07 Sep 2025 08:50:43 +0100 https://aibussin.com/post/pacs/ Sun, 07 Sep 2025 08:50:43 +0100 https://aibussin.com/post/pacs/ <h2 id="-tldr">🥱 TLDR</h2> <p>This post details the implementation of:</p> <ul> <li><a href="https://arxiv.org/abs/2509.02522" 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>PACS</strong>: Implicit Actor–Critic Coupling via a Supervised Learning Framework for RLVR </a></li> <li><a href="https://arxiv.org/abs/2509.04011" 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>NER Retriever</strong>: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings </a> within our self-improving AI, <a href="https://github.com/ernanhughes/stephanie">Stephanie</a>.</li> </ul> <p>The core idea is to move beyond static, single-point feedback to a richer, more dynamic form of learning:</p>