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NEW

Why AI Models Need External Reviewers

External reviewers catch what internal teams miss: bias baked into training data, unverified benchmark claims, and safety gaps that only emerge under adversarial pressure. Formal independent review is still young in this discipline, and most model teams still rely on internal checks. In a bootcamp…
Thumbnail Image of Tutorial Why AI Models Need External Reviewers
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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NEW

Running Claude Code Agents Directly in Your Browser

Running Claude Code agents in the browser means an automated assistant can control an active web session, fill forms, navigate multi-page apps, and complete workflows you'd normally click through yourself. The barrier to entry is low: if you can run terminal commands, you can follow along. This…
Thumbnail Image of Tutorial Running Claude Code Agents Directly in Your Browser
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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NEW

Reinforcement Learning Use Cases for LLM Alignment and Reasoning Models

Article fixed: Want a fast map of the RL techniques in this roundup? The table below sorts them by what they actually do well. We have grouped the major reinforcement learning use cases for LLM alignment and reasoning. Then we have matched each to the scenario where it earns its keep. Use it to…
Thumbnail Image of Tutorial Reinforcement Learning Use Cases for LLM Alignment and Reasoning Models
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
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NEW

AST Explorer for LLM Code Refactors in Cursor and Copilot

Refactoring is where many bugs sneak in. That risk alone is why an AST explorer earns a spot in any LLM refactoring workflow, especially if you're still learning the craft. The core problem is old and boring: string-based edits break. Find-and-replace across a codebase falls apart the moment a…
Thumbnail Image of Tutorial AST Explorer for LLM Code Refactors in Cursor and Copilot
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
00
Read Full Article
NEW

Designing Full-Stack Autonomous AI Agent Systems

Autonomous AI agents are software systems that reason, plan, and execute multi-step tasks. They're moving into real business operations fast. For anyone aiming at a lead AI developer role, that shift changes what "senior" means. You won't just tune models. You'll design the systems around them.…
Thumbnail Image of Tutorial Designing Full-Stack Autonomous AI Agent Systems
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
00
Read Full Article

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