Google's Procedural Graphs boost LLM agent long-task performance

Researchers from Google, Georgia Tech and Peking University propose Procedural Graphs, which organize tools, skills, memory and task state into an editable program graph. The method ranks first in 21 of 24 benchmarks and raises agent survival rates from 6% to 34% on long tasks.

2026-09-21 ~ 2026-09-21 · 2 related posts

• Google's ProceduralGraphs wires tools, skills and memory into evolvable graphs, lifting agent survival 6% to 34% — 新智元 · 2026-09-21
• Google Paper: Editable Procedural Graphs Rank 1st in 21 of 24 Agent Benchmarks — rohanpaul_ai · 2026-09-21