Sources

Sources

• More Is Different: Toward a Theory of Emergence in AI-Native Software Ecosystems — arXiv cs.AI
• Self-Guided Plan Extraction for Instruction-Following Tasks with Goal-Conditional Reinforcement Learning — arXiv cs.AI
• FSFM: A Biologically-Inspired Framework for Selective Forgetting of Agent Memory — arXiv cs.AI
• Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts — arXiv cs.AI
• Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization — arXiv cs.AI
• Saying More Than They Know: A Framework for Quantifying Epistemic-Rhetorical Miscalibration in Large Language Models — arXiv cs.AI