SerenAI: State-transition system inspired by text-based world AI models

arXiv:2609.06647 · cs.AI, cs.CL · Submitted 2026-09-06 · Read on arXiv

cs.AI, cs.CL

Submitted: 2026-09-06

Updated: 2026-09-06

Comments: 8 pages, 4 figures, 5 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adaptation — 2× in this paper · explained in 1 episode
• Verifier — 2× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes

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