Shared Worlds, Private Minds: Structured Memory for Long-Form Writing as World Creation

arXiv:2609.32401 · cs.CL, cs.AI · Submitted 2026-09-26 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-09-26

Updated: 2026-09-26

Terminology

• Ablation — 27× in this paper · explained in 1 episode
• Consistency — 20× in this paper · explained in 3 episodes
• Benchmark — 16× in this paper · explained in 2 episodes
• Alignment — 9× in this paper · explained in 1 episode
• Aggregation — 8× in this paper · explained in 1 episode
• Prompt Adherence — 6× in this paper · explained in 2 episodes
• Adaptation — 4× in this paper · explained in 1 episode
• Consistency Error Density — 4× in this paper
• Agent Memory — 3× in this paper · explained in 1 episode
• Cooperation — 3× in this paper · explained in 2 episodes
• Core — 3× in this paper · explained in 2 episodes
• Character Understanding — 2× in this paper
• Knowledge Graph — 2× in this paper · explained in 7 episodes
• Plot Advancement — 2× in this paper
• Provenance — 2× in this paper · explained in 3 episodes
• RAG — 2× in this paper · explained in 3 episodes
• Trace — 2× in this paper · explained in 2 episodes
• World Model — 2× in this paper · explained in 7 episodes
• AI Agents — 1× in this paper · explained in 2 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• Ablation study — 1× in this paper · explained in 1 episode
• Abstraction — 1× in this paper · explained in 1 episode
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 3 episodes
• Character Maintenance — 1× in this paper
• Emotional Comprehension — 1× in this paper
• Emotional Expression — 1× in this paper
• Entity Grounding — 1× in this paper · explained in 2 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Pairwise Comparisons — 1× in this paper · explained in 2 episodes

Sources

• From Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives

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