lossless

Explains two memory patterns for AI agents: GBrain (queryable company wiki) and Lossless (full conversation recording), helping agents retain and retrieve facts across and within conversations.

Orthrus is a dual-architecture framework that combines autoregressive LLM fidelity with diffusion model speed, delivering up to 7.8x speedup on Qwen3 models while guaranteeing identical output distribution.