Medium

Dr. Soumen Atta, Ph.D.

Dr. Soumen Atta, Ph.D.

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Oct 5

Why SBX Degenerates to Uniform Crossover for Binary Variables?

Simulated Binary Crossover, or SBX, is one of the most widely used crossover operators in real-valued evolutionary optimization.

Why SBX Degenerates to Uniform Crossover for Binary Variables?

Dr. Soumen Atta, Ph.D.

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Aug 25

Why AI Agents Are More Than Chatbots

When many people hear the term AI agent, they imagine a smarter chatbot.

Why AI Agents Are More Than Chatbots

Dr. Soumen Atta, Ph.D.

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Jul 13

Agentic AI vs Generative AI: What Is the Difference?

Artificial intelligence is moving very fast. In the last few years, many people have become familiar with Generative AI through tools that…

Agentic AI vs Generative AI: What Is the Difference?

Dr. Soumen Atta, Ph.D.

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Jul 5

What Is Agentic AI? A Simple Explanation for Beginners

Artificial intelligence is changing very fast. A few years ago, most people were amazed that AI could write essays, generate images…

What Is Agentic AI? A Simple Explanation for Beginners

Dr. Soumen Atta, Ph.D.

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Jul 1

The Books You Should Read to Understand Agentic AI

Agentic AI is one of the most discussed ideas in today’s artificial intelligence landscape. After the rise of large language models, the…

The Books You Should Read to Understand Agentic AI

Dr. Soumen Atta, Ph.D.

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Apr 27

ChatGPT 5.5: The Quiet Revolution That Will Redefine How We Think, Work, and Create

The progression toward ChatGPT 5.5 represents not merely a scaling of model size, but a refinement in architectural efficiency, inference…

ChatGPT 5.5: The Quiet Revolution That Will Redefine How We Think, Work, and Create

Dr. Soumen Atta, Ph.D.

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Mar 6

What’s New in ChatGPT 5.4? A Major Leap for AI Productivity

Artificial intelligence continues to evolve at an astonishing pace, and OpenAI’s latest update, ChatGPT 5.4, marks another significant step…

What’s New in ChatGPT 5.4? A Major Leap for AI Productivity

Dr. Soumen Atta, Ph.D.

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Feb 23

Top 12 Machine Learning Research Papers You Should Read in 2026

Machine learning evolves rapidly. Each year, hundreds of groundbreaking papers advance our understanding of algorithms, models…

Top 12 Machine Learning Research Papers You Should Read in 2026 by Dr. SOUMEN ATTA Ph.D.

Dr. Soumen Atta, Ph.D.

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Jan 12

How Do I Know That You Are Using ChatGPT?

AI-generated content is everywhere now. Emails, assignments, blogs, code, resumes, even apology messages. So the natural question people…

How Do I Know That You Are Using ChatGPT?

Dr. Soumen Atta, Ph.D.

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Dec 24, 2025

ChatGPT-5.2 Explained: What’s New, What’s Better, and Why It Matters

Artificial intelligence is evolving at a breathtaking pace, and ChatGPT-5.2 marks another important step in that journey. If you have been…

ChatGPT-5.2 Explained: What’s New, What’s Better, and Why It Matters

Dr. Soumen Atta, Ph.D.

Dr. Soumen Atta, Ph.D.

I am a Postdoctoral Researcher at the Faculty of IT, University of Jyväskylä, Finland. You can find more about me on my homepage: https://www.soumenatta.com/

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