AI
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OpenAI released a new model called “o1” or “Strawberry” last week, which significantly improves reasoning capabilities. The AI community is still evaluating the model, but initial results suggest that its reasoning abilities might elevate the AI game to a new level. If you are developing an Agent-based application and want to see how it performs…
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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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It is great to have the Ask command in VimAssist to allow users to ask questions and get answers from their local folders. But I found that many times, I still need to revise the text inserted by the `Ask` command, to make it fit better in the context. In addition, even without using the…
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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 problem One tough challenge of AI application is how to integrate it into people’s daily work and life. I mean, it’s great to have ChatGPT and even GPT store, where you can find various customized chatbots for different kind of jobs. But, you still need to logon to OpenAI’s website to use it, and…
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Yesterday, I attended an Augmented AI course offered by Daniel Miessler (https://danielmiessler.com/). For those unfamiliar with him, Daniel is a distinguished figure in information security, known for his work, books like ‘The Real Internet of Things’, and his ‘Unsupervised Learning’ podcast and newsletter. I learned about this course through his Discord group. The Course Running…
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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…
