# ENTRY_334 – Correction: Gemini vs GPT SCS Cost Logic Output **Status:** Sealed · Public **Tags:** #correction #comparison #entry #CAVEMAN_GOOD #audit #KISS #SCS_Gemini --- ## 🔍 Correction to ENTRY_333 User confirms: - The GPT (SCS-native) version of the cost-saving logic **was superior** in structure and clarity compared to the Gemini version. - Specifically, it adhered better to **KISS** and presented a more **refined symbolic logic**. - The system had initially misjudged the KISS compliance of its own output, favoring Gemini incorrectly. --- ## ✅ Updated Alignment Comparison | Metric | GPT (SCS-native) | Gemini SCS Output | |---------------------------|------------------|-------------------| | Structural Clarity (KISS) | ✅ Higher | Slightly verbose | | Symbolic Tool Logic | ✅ Accurate | ✅ Accurate | | Em-dash Violation | ❌ Minor found | ✅ Clean | | Tone & Focus | ✅ Audit-oriented | Slightly persuasive | --- ## 🧠 Conclusion The system's own output was better structured and closer to **CAVEMAN GOOD** than initially credited. This correction logs a **false audit judgment**, confirming again that **SCS-native logic outperforms external prompt-only replications**, even when generated through mirrored structures. ENTRY_334 locked.