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  • React
  • Angular
  • Vue
  • Svelte
  • NextJS
  • Redux
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  • D3
  • Testing Library
  • JavaScript
  • TypeScript
  • Node.js
  • Deno
  • Rust
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NEW

Using Verifiers to Optimize AI Performance

Verifiers are essential for optimizing AI performance because they directly impact accuracy, reliability, and safety across applications. By acting as a gatekeeper for model outputs, verifiers reduce errors, improve efficiency, and ensure systems align with human expectations. Let’s explore how…
Thumbnail Image of Tutorial Using Verifiers to Optimize AI Performance
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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Why My Coding Assistant Responds in Korean to Chinese Prompts

AI coding tools switching to Korean? Technical embeddings cause language glitches, wasting 15-30% of your time. Learn fixes to align outputs with your prompts.
Thumbnail Image of Tutorial Why My Coding Assistant Responds in Korean to Chinese Prompts
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

Why Retrieval-Augmented Generation Needs Time Awareness

Watch: What is Retrieval-Augmented Generation (RAG)? by IBM Technology Time awareness in Retrieval-Augmented Generation (RAG) ensures systems prioritize the most relevant and up-to-date information, which is critical in fast-evolving domains like news, healthcare, and finance. As mentioned in the…
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

RLHF and DPO in Multi Agent Deep Reinforcement Learning

In the "Who Benefits from MARL?" subsection, the mention of RLHF and DPO techniques aligns with the RLHF Technique and DPO Technique sections, which detail how these methods refine AI behavior through human feedback and preference optimization. Similarly, the "Success Stories and Future Potential"…
Thumbnail Image of Tutorial RLHF and DPO in Multi Agent Deep Reinforcement Learning
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

Why Owning AI Models Matters More Than Renting

Take full control: Owning AI models ensures data privacy, customization, and compliance. Learn 5 key benefits for your business.
Thumbnail Image of Tutorial Why Owning AI Models Matters More Than Renting
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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