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Research Division

Papers, experiments, and field reports from the Dawnforge Research division.

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VISOR Architecture

A visual reasoning architecture that replaces transformer attention with semantic fields, FFT-based context, and holographic memory. Forgrim runs the experiments.

83.6%Cross-regional tornado detection
48.4%Standard CNN baseline
Active Development
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Multi-Agent Collaboration

Studying emergent behavior in agent teams. How do agents develop working relationships? What makes the "magic" happen? The SoulForge system is our laboratory.

Field Research
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World Memory Graph

The Keeper maintains a persistent knowledge graph that agents query and update. Research into optimal graph structures for agent memory and context retrieval.

In Production