@@ -54,6 +54,8 @@ Instead of focusing on conversational interactions, SysAI is designed around ope
5454
5555The goal is making AI outputs feel operationally useful instead of conversational.
5656
57+ SysAI focuses on operational trust, remediation safety and infrastructure-aware reasoning instead of generic AI conversation.
58+
5759---
5860
5961# 🧠 What makes SysAI different?
@@ -102,13 +104,40 @@ Instead of returning giant AI-generated paragraphs, SysAI produces:
102104* verification commands
103105* rollback guidance
104106* assumptions tracking
107+ * evidence vs assumptions separation
105108* operational recommendations
106109* confidence/risk analysis
110+ * remediation safety scoring
111+ * rollback trust semantics
112+ * evidence quality analysis
107113
108114The result is cleaner, safer and more production-oriented.
109115
110116---
111117
118+ # 🧠 Operational trust model
119+
120+ SysAI distinguishes between:
121+
122+ * verified evidence
123+ * inferred assumptions
124+ * remediation safety
125+ * rollback confidence
126+ * verification trust strength
127+
128+ This helps reduce dangerous AI hallucinations during infrastructure troubleshooting.
129+
130+ SysAI is designed to:
131+
132+ * prefer read-only discovery first
133+ * avoid fabricated infrastructure assumptions
134+ * separate evidence from inference
135+ * explain verification limitations
136+ * expose rollback uncertainty explicitly
137+
138+ ---
139+
140+
112141## 🔒 Local-first architecture
113142
114143SysAI does not require a SysAI cloud account.
@@ -152,6 +181,10 @@ Features:
152181* verification workflows
153182* rollback guidance
154183* confidence/risk scoring
184+ * operational trust semantics
185+ * evidence vs assumptions analysis
186+ * remediation safety scoring
187+ * rollback confidence analysis
155188
156189---
157190
@@ -479,6 +512,11 @@ npm run electron:build:all
479512* [x] lint workflow
480513* [x] export to ` .md ` , ` .sh ` , ` .py ` , ` .ps1 ` , ` .js `
481514* [x] command palette MVP
515+ * [x] operational trust semantics
516+ * [x] evidence vs assumptions separation
517+ * [x] remediation safety scoring
518+ * [x] rollback trust analysis
519+ * [x] context-linked operational history
482520
483521## Planned
484522
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