Research

Technical papers and articles from Digital Forge Studios.

March 23, 2026 · Sulcus

The Memory Janitor: How We Taught AI to Remember Involuntarily

Introducing the Sulcus Intelligence Unit — a fine-tuned specialist model that manages AI memory so your LLM doesn't have to.

March 17, 2026 · Sulcus

Thermodynamic Memory Architecture: A Novel Approach to AI Agent Memory Management

A biologically-inspired memory management system for AI agents using thermodynamic decay curves, reactive triggers, and cross-agent synchronization.