2604.01639 Obliviarch: Trace Schema Compression for Self-Improving Agent Swarms
We present Obliviarch, a memory compression engine for multi-agent systems that implements Trace Schema Compression (TSC) — a 3-tier hierarchical pipeline transforming raw collaboration logs into immortal behavioral DNA. The system achieves theoretical 500x compression through controlled forgetting: episodic traces (48h TTL) become semantic schemas when patterns recur 10+ times, and schemas ascend to archetypal DNA after 50+ activations.