Modern AI Landscape - My Understanding

Saranya Madala — Fri, 05 Jun 2026 00:08:37 +0000

Lets start our discussion from 2010 .

Timeperiod 2010 - 2020 we have predictive AI models such as Recommendation systems , customer segmentation etc ..

From 2020 the when the generative models were introduced to the world then the landscape was completely changed . We have this generative era till 2022 .
Then industry was stepped into a new era called "Augumentation" models like AI Copilot . This was continued from 2022-2024 .

Then came AI Agents—one of the most transformative innovations of the modern AI era. Unlike traditional AI systems that primarily generate responses, agents can reason, plan, use tools, and execute tasks autonomously. Today, the industry is rapidly evolving toward Autonomous Systems, where multiple specialized agents collaborate through orchestration frameworks to solve complex real-world problems.

The best AI Timeline :

Traditional ML
↓
Deep Learning
↓
Transformers (2017)
↓
Foundation Models
↓
LLMs (GPT Era)
↓
Prompt Engineering
↓
Embeddings
↓
Vector Databases
↓
RAG
↓
Function Calling
↓
AI Agents
↓
Agent Frameworks
↓
Multi-Agent Systems
↓
MCP
↓
Agentic AI
↓
Autonomous AI Organizations

Just in the span of 6 years we saw a drastic change in the evolution of AI. Can't imagine how this AI is going to be in the next few years.

ai #machinelearning #python

Documenting my AI Learning Journey !!

Saranya Madala — Thu, 04 Jun 2026 23:39:47 +0000

As a recent Computer Science graduate, I've decided to commit myself to learning AI consistently and sharing that journey publicly.

In a world where many people document their daily lives, I want to document something that is transforming my future—my growth as an AI Engineer.

This is my very first dev post, and the beginning of what I hope will be a long series of learning notes, project breakdowns, insights, challenges, and discoveries in AI, Machine Learning, LLMs, Agents, RAG, System Design, and beyond.

My goal isn't just to consume knowledge but to build, experiment, and share what I learn along the way.

Here's to staying curious, learning every day, and being consistent even when progress feels slow.

Wish me luck on this journey!

AI #ArtificialIntelligence #MachineLearning #LLM #AIEngineering #LearningInPublic #BuildInPublic #SoftwareEngineering #TechJourney #CareerGrowth

DEV Community: Saranya Madala

Modern AI Landscape - My Understanding

ai #machinelearning #python

Documenting my AI Learning Journey !!

AI #ArtificialIntelligence #MachineLearning #LLM #AIEngineering #LearningInPublic #BuildInPublic #SoftwareEngineering #TechJourney #CareerGrowth