updated Edge Computing / Edge AI article

Author: obx-vivien

docs/edge-computing-edge-ai-local-ai-marketanalysis.mdx

@@ -1,27 +1,3 @@
-<details>
-<summary><strong>Table of Contents</strong></summary>
-
-- [Is Edge Computing dead?](#is-edge-computing-dead)
-      - [State of the Edge 2025: An Analytical Review of Edge Computing market with primary focus on Edge AI (On-Device AI) and the critical role of vector databases](#state-of-the-edge-2025-an-analytical-review-of-edge-computing-market-with-primary-focus-on-edge-ai-on-device-ai-and-the-critical-role-of-vector-databases)
-  - [AI is boosting the edge](#ai-is-boosting-the-edge)
-  - [The Strategic Imperative of Edge AI: A 2025 Validation](#the-strategic-imperative-of-edge-ai-a-2025-validation)
-    - [Real-time Performance and Reliability: From Low Latency to Autonomous Action](#real-time-performance-and-reliability-from-low-latency-to-autonomous-action)
-    - [Data Sovereignty and Privacy: A Growing Mandate](#data-sovereignty-and-privacy-a-growing-mandate)
-    - [Economic and Sustainability Drivers: The Hidden Costs of Cloud AI](#economic-and-sustainability-drivers-the-hidden-costs-of-cloud-ai)
-  - [Market Trajectory and Adoption Forecasts (2025-2030)](#market-trajectory-and-adoption-forecasts-2025-2030)
-    - [ Gartner's 2025 Prediction: A Nuanced Reality](#-gartner-s-2025-prediction-a-nuanced-reality)
-    - [The Architectural Necessity for On-Device AI](#the-architectural-necessity-for-on-device-ai)
-    - [Enabling Advanced AI Capabilities On-Device](#enabling-advanced-ai-capabilities-on-device)
-    - [Addressing the On-Device Infrastructure Gap](#addressing-the-on-device-infrastructure-gap)
-  - [The Next Wave: Agentic AI and the Evolving Edge Stack](#the-next-wave-agentic-ai-and-the-evolving-edge-stack)
-    - [From Generative to Agentic AI: The Autonomy Leap](#from-generative-to-agentic-ai-the-autonomy-leap)
-    - [The Future-Ready On-Device Stack](#the-future-ready-on-device-stack)
-  - [Overcoming Implementation Hurdles: A 2025 Perspective](#overcoming-implementation-hurdles-a-2025-perspective)
-    - [The Optimization Triad: A Framework for Edge Deployment](#the-optimization-triad-a-framework-for-edge-deployment)
-  - [Strategic Outlook and Concluding Analysis](#strategic-outlook-and-concluding-analysis)
-</details>
-
-
 ---
 id: edge-computing-edge-ai-local-ai-marketanalysis
 title: "Is Edge Computing dead?"
@@ -32,8 +8,6 @@ hide_table_of_contents: false
 image: /img/social/is-edge-computing-dead.jpg
 ---
 
-import Head from '@docusaurus/Head';
-
 <details>
 <summary><strong>Table of Contents</strong></summary>
 
@@ -45,9 +19,7 @@ import Head from '@docusaurus/Head';
     - [Data Sovereignty and Privacy: A Growing Mandate](#data-sovereignty-and-privacy-a-growing-mandate)
     - [Economic and Sustainability Drivers: The Hidden Costs of Cloud AI](#economic-and-sustainability-drivers-the-hidden-costs-of-cloud-ai)
   - [Market Trajectory and Adoption Forecasts (2025-2030)](#market-trajectory-and-adoption-forecasts-2025-2030)
-    - [ Gartner's 2025 Prediction: A Nuanced Reality](#-gartner-s-2025-prediction-a-nuanced-reality)
-  - [](#04)
-  - [The On-Device Vector Database: The Critical Enabler for Localized Intelligence](#the-on-device-vector-database-the-critical-enabler-for-localized-intelligence)
+    - [Gartner's 2025 Prediction: A Nuanced Reality](#gartner-s-2025-prediction-a-nuanced-reality)
     - [The Architectural Necessity for On-Device AI](#the-architectural-necessity-for-on-device-ai)
     - [Enabling Advanced AI Capabilities On-Device](#enabling-advanced-ai-capabilities-on-device)
     - [Addressing the On-Device Infrastructure Gap](#addressing-the-on-device-infrastructure-gap)
@@ -57,10 +29,11 @@ import Head from '@docusaurus/Head';
   - [Overcoming Implementation Hurdles: A 2025 Perspective](#overcoming-implementation-hurdles-a-2025-perspective)
     - [The Optimization Triad: A Framework for Edge Deployment](#the-optimization-triad-a-framework-for-edge-deployment)
   - [Strategic Outlook and Concluding Analysis](#strategic-outlook-and-concluding-analysis)
-
 </details>
 
 
+import Head from '@docusaurus/Head';
+
 # Is Edge Computing dead?
 #### State of the Edge 2025: An Analytical Review of Edge Computing market with primary focus on Edge AI (On-Device AI) and the critical role of vector databases
 
@@ -375,7 +348,6 @@ Provide an example of an agentic AI workflow.
 <Head>
   <meta property="og:title" content="Is Edge Computing dead?" />
   <meta property="og:description" content="A comprehensive analytical review of the Edge Computing and Edge AI (On-device AI) market in 2025, examining market trajectories, technological developments, and the critical role of on-device vector databases." />
-  <meta property="og:image" content="https://objectbox.io/dev-how-to/img/social/is-edge-computing-dead.jpg />
+  <meta property="og:image" content="https://objectbox.io/dev-how-to/img/social/is-edge-computing-dead.jpg" />
   <meta property="og:type" content="article" />
 </Head>
-