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NEW

Why Spatial Priming Outperforms Semantic Prompting in Chart Extraction

Watch: 🔬 Spatial Priming Outperforms Semantic Prompting: A Grid-Based Approach to Improving LLM A by Observe AI Chart extraction is a critical process in today’s data-driven world, where visual representations like charts and graphs dominate communication across industries. From financial reports…
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

When AI Strategy Takes Over Product Planning

Watch: AI Driven Product Development in 2026: A Practical Guide by Apptunix - #1 App Development Company AI strategy is no longer optional in product planning-it’s a competitive necessity. Companies that integrate AI into their workflows see measurable gains in efficiency, customer alignment, and…
Thumbnail Image of Tutorial When AI Strategy Takes Over Product Planning
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

The Next Five Years for Digital Twins: From Mirror to Agent

Over the next five years, digital twins move from passive mirrors to active operators. The shift is easy to state. Twins that once just reflected what a machine or building was doing will start reading live data, suggesting the next move, and taking limited action inside hard rules. In regulated…
Thumbnail Image of Tutorial The Next Five Years for Digital Twins: From Mirror to Agent
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 Most AI Agents Fail in Production

Understanding why AI agents fail in production is critical because these failures cost businesses hundreds of thousands of dollars per project and erode customer trust. Industry data reveals 88% of AI agent projects fail before reaching production, with 61% of these failures tied to preventable…
Thumbnail Image of Tutorial Why Most AI Agents Fail in Production
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 AI Struggles with Practical Optimization Problems

Traditional AI models face significant challenges in practical optimization settings due to their inherent design limitations. These challenges often stem from their inability to efficiently process high-dimensional data, handle noisy or sparse datasets, and adapt to complex problem structures. As…
Thumbnail Image of Tutorial Why AI Struggles with Practical Optimization Problems
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
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