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Agentic AIMulti-Agent · Emergent Behavior
Hybrid Intelligence Simulation Game
A civilization sim where NPCs reason with local LLMs and remember via SQLite.
01 · The problem
Scripted NPCs feel dead. The challenge was giving simulated characters persistent memory and genuine, evolving decision-making.
02 · Agent architecture
- 1
Built a Pygame civilization simulation with LLM-driven NPCs.
- 2
Designed a SQLite schema persisting interactions, relationships, and history.
- 3
Fed real-time context back to local LLMs so decisions build on the past.
03 · Outcome
NPCs display dynamic, evolving behavior instead of scripted patterns — emergent 'hybrid intelligence' from memory-grounded agents.
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