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Improving PDF Data Extraction with Latest AI Technology A Much-Needed Tool Extracting tables from PDF documents is a crucial feature for various professional and personal applications. Accountants, for instance, often need to retrieve financial tables for quarterly reports, spending hours manually transcribing data. Researchers face the challenge of manually extracting and consolidating tables from numerous…
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Background Researchers, especially in the field of AI, are faced with the enormous challenge of keeping up with the latest research progress. This domain is a hotbed of activity for both industry and academia. With large numbers of papers published daily, it’s unrealistic for anyone to read them all. Every AI researcher, and indeed researchers…
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Guarding the Future: Navigating the Maze of Adversarial AI Attacks Adversarial machine learning (AML) attacks pose a significant risk to AI systems, which are becoming increasingly integral to both our businesses and daily lives. These attacks can degrade AI performance, produce incorrect results, lead to data breaches, and cause various security problems. Understanding the nature…
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Shifting Gears: Machine Learning’s New Frontier in Cybersecurity In the realm of cybersecurity, machine learning (ML) has predominantly been wielded as a tool for detection. Traditionally focused on identifying threats through algorithms that parse vast datasets for anomalies, ML has been the backbone of cybersecurity operations in enterprises. However, the evolving complexity of cyber threats…
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I believe sharing is one most important factor that leads to good innovations. This is the reason that I decide to open source my personal project VimAssist. What’s the background There are several good AI writing tools in the market, such as Gthub Copilot and Type.ai. They are pretty good in autocompleting text following what…
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The recent turmoil at OpenAI, marked by the firing of founder Sam Altman by the board, reflects deep-rooted disagreements and challenges within the organization. Altman and the board disagreed on AI development speed, business strategies, and AI risks. Also, Altman’s side projects, like raising funds for an AI chip startup, added to the tension. This…
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Update (11/19/2023): OpenAI recently enforced restrictions of using names which could potentially have trademarks, so I could not use YouTubeGPT for this work any more. The new name of this GPT is TubeSummarizer, and all the functions are the same as YouTubeGPT as described in this article. The Link to TubeSummarizer: https://chat.openai.com/g/g-FfwABJqAY-tubesummarizer Function calling is…
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I enjoyed reading Professor Karim Lakhani’s view point from this HBR article. With the help from the “Blog Buddy” GPT I just created, I worked out the following blog. Harvard Business School professor Karim Lakhani has boldly stated that just as the internet drastically reduced the costs associated with the transmission of information, artificial intelligence…
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After today’s OpenAI Dev Day, I tried the new Assistants API, and the results is impressive. I am particularly interested in how it works with its retrieval function, so I decided to test its article generation capability with user’s custom documents. I went to OpenAI’s playground, and it already supports assistant. Nice. On the left…
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Behavior based Endpoint Security is one critical component to implement Zero Trust. However, alerts from endpoint are usually numerous and noisy, considering the complexity of OS, diverse types of applications running on the endpoints, and the inherent dynamic nature of user behaviors. Most time, it is extremely difficult to truly understand what is going on…
