Update Blog “from-generative-to-agentic-ai-tracing-the-leap-from-words-to-actions”

Author: dineshr1493

content/blog/from-generative-to-agentic-ai-tracing-the-leap-from-words-to-actions.md

@@ -19,11 +19,11 @@ li {
 
 AI has come a long way from simply finishing our sentences. Today, it’s not just generating content — it’s actively solving problems, making decisions, and executing complex tasks. This blog post kicks off a 10-part series where I'II trace that incredible journey — from basic generative models to fully autonomous agents. Along the way, I’ll unpack the key shifts, architectures, and mindsets that shaped this evolution.
 
-Inspired by a [Medium post by Dinesh R,](https://dineshr1493.medium.com/all-you-need-to-know-about-the-evolution-of-generative-ai-to-agentic-ai-65de72254a86) this piece reimagines and expands on the original with a human-first lens and practical clarity.
+Inspired by a [my post on ](https://dineshr1493.medium.com/all-you-need-to-know-about-the-evolution-of-generative-ai-to-agentic-ai-65de72254a86)[Medium](https://dineshr1493.medium.com/all-you-need-to-know-about-the-evolution-of-generative-ai-to-agentic-ai-65de72254a86)[,](https://dineshr1493.medium.com/all-you-need-to-know-about-the-evolution-of-generative-ai-to-agentic-ai-65de72254a86) this piece reimagines and expands on the original with a human-first lens and practical clarity.
 
 Whether you're an AI developer, tech leader, or just curious about where all this is headed — welcome. Let’s dive in.
 
-## Phase 1: LLMs — The Linguistic Powerhouse
+## Phase 1: LLMs — The linguistic powerhouse
 
 Large Language Models (LLMs) like GPT, DeepSeek, QWEN, and LLaMA burst onto the scene with one incredible skill — understanding and generating human language. These models are trained on massive datasets and excel at:
 
@@ -39,7 +39,7 @@ On their own, LLMs are like brilliant thinkers without hands — capable of deep
 
 <center><img src="/img/llms.png" width="600" height="550" alt="LLM Evolution" title="LLM Evolution"></center>
 
-## Phase 2: LLMs + Tools — Giving the Brain Some Hands
+## Phase 2: LLMs + Tools — Giving the brain some hands
 
 The next leap came when developers began connecting LLMs with external tools — APIs, plugins, databases, and custom workflows. This simple but powerful integration gave models the ability to:
 
@@ -55,7 +55,7 @@ Tool-based systems are fragile. APIs break, schemas change, and workflows can be
 
 Think of it like giving a brain a set of hands — but the hands don’t always listen, or worse, they change shape every other week.
 
-## Phase 3: LLMs + Agents — The Rise of Agentic AI
+## Phase 3: LLMs + Agents — The rise of agentic AI
 
 This is where things get truly exciting.
 
@@ -81,6 +81,6 @@ This isn’t just a better assistant — it’s the early form of AI co-workers.
 
 ## Conclusion
 
-The shift from generative to agentic AI is more than just a technical upgrade — it’s a philosophical turning point in how I think about artificial intelligence. We’re no longer training machines to just converse with us; we’re teaching them to collaborate, adapt, and even take initiative. Agentic AI is the foundation for everything from self-operating software agents to autonomous business logic.
+The shift from generative to agentic AI is more than just a technical upgrade — it’s a philosophical turning point in how we think about artificial intelligence. We’re no longer training machines to just converse with us; we’re teaching them to collaborate, adapt, and even take initiative. Agentic AI is the foundation for everything from self-operating software agents to autonomous business logic.
 
-In the next part of this series, we’ll peel back the curtain on how agentic architectures actually work — the brains behind the autonomy. Until then, consider this: the next time you interact with an AI, it may not just be listening… it may already be planning your next move.
+In the next part of this series, I’ll peel back the curtain on how agentic architectures actually work — the brains behind the autonomy. Until then, consider this: the next time you interact with an AI, it may not just be listening… it may already be planning your next move.