Artificial Intelligence Machine Learning AI Research Algorithms Data Science AI Development Quantum Computing Quantum Mechanics Software Engineering Data Structures
A cluster of arXiv papers and practitioner reports show researchers replacing broad ingestion with agentic planning, compact schema or hypergraph evidence, and multi-stage defenses to raise grounding, cut costs, and blunt poisoning attacks.