Agentic LLMs – How AI Models Are Learning to Complete Multi-Step Tasks Without Human Intervention

Agentic LLMs combine tool use, memory, planning, and multi-step execution. GAIA at 90% vs humans at 92%. Production failure rate runs 70-95%. Five memory types explained.