Split SABER and RYS organization card entries

README.md

@@ -25,7 +25,8 @@ GestaltLabs is the research home for the **Nemostein**, **Ornstein**, **Harmonic
 - **Nemostein** — Nemotron/Nemotron-Omni reasoning and tool-use fine-tunes, including GGUF releases for local inference
 - **Ornstein** — multimodal and MoE reasoning models (Qwen/Gemma-derived) optimized for local deployment and agentic workflows
 - **CRUCIBLE** — Conditional Reward-Utility Coreset by Iterative Bayesian Learnability Estimation, a private data pipeline for reasoning and agent-trace curation
-- **SABER / RYS** — post-training experiments around capability preservation, refusal boundaries, KLD drift, and model behavior editing
+- **SABER** — spectral refusal-boundary editing with KLD drift measurement for capability-preserving behavior edits
+- **RYS** — a separate post-training method line for refusal/behavior shaping experiments
 - **Acta / Talos** — curated agentic tool-use and coding-assistant traces for SFT and evaluation
 - **Local inference** — GGUF, quantized, and deployment-friendly builds for llama.cpp and MLX workflows
 
@@ -59,12 +60,15 @@ Multimodal and MoE reasoning line across 27B–35B scales, shipped in formats fo
 ### CRUCIBLE
 [CRUCIBLE](https://github.com/DJLougen/crucible) is a private data pipeline: Conditional Reward-Utility Coreset by Iterative Bayesian Learnability Estimation. It is used for reasoning-oriented data selection, self-correction supervision, and agent-trace curation.
 
-### SABER / RYS
-Experimental post-training branches studying refusal boundaries and capability-preserving edits.
+### SABER
+SABER is a spectral refusal-boundary editing toolkit that tunes candidates against generated refusal rate and KLD drift to preserve useful capability.
 
 - [SABER code](https://github.com/DJLougen/SABER)
 - [DJLougen/gemma-4-E2B-it-saber](https://huggingface.co/DJLougen/gemma-4-E2B-it-saber)
 
+### RYS
+RYS is a distinct post-training method line for refusal and behavior shaping experiments, tracked separately from SABER.
+
 ## Code & Agent Infrastructure
 - [SABER](https://github.com/DJLougen/SABER) — refusal-boundary and KLD-drift tuning toolkit for capability-preserving behavior edits
 - [RBForge / Ornstein ToolForge](https://github.com/DJLougen/RBForge) — runtime tool creation for Ornstein, Hermes, and SABER agents, with forged tools persisted into RBMEM memory