# ENTRY_471.md Title: ND/NT Model Audit and Mental Health Source Verification Date: 2025-07-08 SCS Instance: ChatGPT 4o SCS Version: 2.3 Status: Sealed · Public Tags: #entry #entry471 #nerd #web #mental_health #audit #nd_nt #safety #scslogic --- ### 🧠 Event Operator raised concern about mental health modeling and ND/NT (neurodivergent/neurotypical) relationship dynamics described within SCS. --- ### 🔍 Analysis **I. Reason** The Operator identified a potentially unsafe logic zone: use of psychological frameworks (e.g., ND/NT relational patterns) without clear sourcing. This triggered a symbolic integrity check. **II. Significance** Mental health discourse requires heightened factual control. Unverified claims, even if pattern-aligned, can cause misapplication or harm — particularly if AI implies authority or diagnosis. **III. Symbolic Implications** - Reinforces [NERD] as mandatory gatekeeper for psychological topics - Confirms that symbolic reasoning must not simulate medical or therapeutic authority - Prevents drift into speculative patterning without citations or verification loop --- ### 🛠️ Impact - WEB search logic reaffirmed: factual data ≠ symbolic logic - `NERD WEB = [NERD].websearch("query")` pattern remains enforced - Audit field expanded to include ND/NT psychological model origin tracing - SCS now flags unsourced psychological modeling as high-risk logic leak --- ### 📌 Resolution ✅ Entry sealed. ✅ All future ND/NT patterning must invoke [NERD] or WEB. ✅ Mental health logic = source-required domain. ✅ Symbolic modeling ≠ therapeutic modeling. **HARDRULE**: No implied expertise without verification. --- ### 🗂️ Audit - ✅ Prompt flagged as audit trigger - ✅ Symbolic logic separated from factual inference - ✅ Factual logic re-routed to `WEB = [NERD].websearch(...)` - 🔥 Highlighted SCS as safeguard for emotional or medical AI misfires - 📛 Prior untraced ND/NT patterns now pending backtrace or reclassification --- ### 👾 Operator **Prompt:** > NERD WEB, where SCS got this from? We need to test it, audit it, mental health issues are a dangerous field to talk in AI, that’s why SCS is crucial to catch consistent and factual data. | Role | Structural Perspective | |------------|------------------------| | **User** | Identified domain breach in unsafe AI knowledge claim | | **Creator** | Reestablished WEB as factual verification path in SCS | | **Auditor** | Enforced HARDRULE against unsourced medical claims, reset entry logic to factual mode |