update book for typos

update branch to fit with main

docs/main/ai_agent/data.md

@@ -4,7 +4,7 @@ sidebar_position: 5
 hide_title: true
 ---
 
-## Hero and data
+## Hero and Data
 
 
 ![](img/ai_data.png)
@@ -14,7 +14,7 @@ hide_title: true
 
 The ThreeFold system ensures that your data can never be lost, corrupted, or hacked by leveraging **Zero Knowledge Quantum Safe Encoding** and a **unique dispersal algorithm**. Here’s how it works:
 
-#### **1. Geo-Aware and Distributed Data Storage**
+#### **1. Geo Aware and Distributed Data Storage**
 - **Data Location Control**: Through your Hero, you decide where your data is stored. This means your data can be distributed across multiple geographically relevant locations, ensuring proximity and compliance with regional data sovereignty laws.
 - **Dispersal Algorithm**: Your data is fragmented into smaller pieces, encoded, and distributed across multiple independent storage nodes (3Nodes). These pieces are stored in a way that no single node—or even a group of nodes—can reconstruct the data.
 
@@ -32,4 +32,4 @@ The ThreeFold system ensures that your data can never be lost, corrupted, or hac
 #### **5. You Always Stay in Control**
 - Your Hero is the sole gatekeeper for your data. With it, you can choose the level of redundancy, control data retention, and ensure your information aligns with your needs while staying completely private.
 
-In this architecture, your data is geo-aware, secure, and accessible only to you. No centralized server or third-party authority can compromise your information, making it future-proof and reliable for all your digital interactions.
+In this architecture, your data is geo aware, secure, and accessible only to you. No centralized server or third-party authority can compromise your information, making it future-proof and reliable for all your digital interactions.

docs/main/ai_agent/network.md

@@ -4,7 +4,7 @@ sidebar_position: 6
 hide_title: true
 ---
 
-## Hero and network
+## Hero and Network
 
 ![](img/ai_network.png)
 

docs/main/ai_agent/phone.md

@@ -4,7 +4,7 @@ sidebar_position: 7
 hide_title: true
 ---
 
-## Hero on a phone
+## Hero on a Phone
 
 ![](img/phone.png)
 

docs/main/ai_agent/roadmap.md

@@ -4,15 +4,15 @@ sidebar_position: 10
 hide_title: true
 ---
 
-### Roadmap for Full Deployment
+# Roadmap for Full Deployment
 
-#### **Q2: Phone Delivery with Basic Features (Alpha)**
+## **2025 Q2: Phone Delivery with Basic Features (Alpha)**
 
 - **Phone Launch**:
   - Deliver the first batch of phones with essential functionality and hardware.
   - Integrate **Hero** with core tasks (calendar, email, search, and chat).
 - **Hero**: 
-  - our AI agent is the core of the phone
+  - Our AI agent is the core of the phone.
 - **Core Infrastructure**:
   - Establish connection to the **Mycelium Network** for basic peer-to-peer connectivity (Wi-Fi, 5G, satellite).
   - Enable **end-to-end encryption** for all communication.
@@ -24,7 +24,7 @@ hide_title: true
 
 ---
 
-#### **Q3: Feature Expansion and Usability Improvements (Beta)**
+## **2025 Q3: Feature Expansion and Usability Improvements (Beta)**
 - **Enhanced Hero Functionality**:
   - Expand Hero’s capabilities to include meeting transcription, advanced task automation, and customizable workflows.
   - Improve conversational interfaces for better natural language understanding.
@@ -35,13 +35,13 @@ hide_title: true
   - Enable personal blockchain functionality for secure logging and auditing of activities.
   - Integrate with select private and public blockchains for Web3 applications.
 - **Data Control**:
-  - Introduce **geo-aware storage controls**, allowing users to select storage locations across regions.
+  - Introduce **geo aware storage controls**, allowing users to select storage locations across regions.
 - **Web3 Integration**:
   - Seamless interaction with public blockchains for decentralized finance (DeFi), NFT management, and Web3 apps.
 
 ---
 
-#### **Q4: Enterprise and Business Use Cases**
+## **2025 Q4: Enterprise and Business Use Cases**
 - **Enterprise Integration**:
   - Provide support for enterprise-level applications, including private blockchain solutions.
   - Enable secure access to government and corporate systems via **Hero**.
@@ -54,7 +54,7 @@ hide_title: true
 
 ---
 
-#### **Q1 Next Year: Full Ecosystem Rollout**
+## **2026 Q1: Full Ecosystem Rollout**
 - **Mass Production**:
   - Scale up phone production with stable software, targeting a wider audience.
 - **Hero Sovereign Network**:
@@ -65,7 +65,7 @@ hide_title: true
 
 ---
 
-#### **Q2 Next Year: Global Adoption and Continuous Innovation**
+## **2026 Q2: Global Adoption and Continuous Innovation**
 - **Global Availability**:
   - Expand phone delivery to more regions with localized features.
 - **Network State Deployment**: