With this monthly digest, feel free to discover the power of ChatGPT! Learn how to explore the best ChatGPT plugins, dive into Generative AI, and master prompt engineering.
Click on the title of each news to find its original resource.
Prompt engineering news
This article provides a step-by-step guide on how to use ChatGPT to chat with any PDF document. It instructs readers to open the ChatGPT website, enable the ‘Web browsing’ and ‘Plugin’ beta features, install the ‘AskYourPDF’ plugin, and upload a PDF document. Users are then guided to copy the Document ID and return to the ChatGPT portal to add prompts and ask questions about the document using the Document ID.
This article introduces eight ChatGPT plugins that enhance various aspects of everyday life, such as website creation, travel planning, image generation, video summarization, PDF interaction, data visualization, image interaction, and text-to-audio conversion. The plugins are currently being rolled out to ChatGPT Plus members with a $20 per month subscription.
This video invites viewers to enroll in a Google Cloud Skills Boost course, focusing on Generative AI. The course covers the concept of Generative AI, its workings, common applications, model types, and fundamental usage. It encourages viewers to watch a video to comprehensively understand Generative AI and its practical applications.
The course offered aims to teach users how to become expert users of these tools by mastering prompt engineering skills and unlocking their creative potential. It is suitable for individuals with basic computer skills and covers a wide range of tasks such as writing, summarization, gameplay, planning, simulation, and programming.
ChainForge is a visual programming environment for prompt engineering, allowing users to compare and evaluate large language model responses. It helps users select the best prompts and models, assess robustness against prompt injection attacks, and analyze evaluation results. Although in the early stages, ChainForge is a promising tool for prompt engineering research and model comparison.
This video provides high-level insights and a standard script for efficiently suggesting language models. The video also covers various prompting techniques such as decomposition, reasoning, and reflection. Additional resources, including slides and the LLM Bootcamp videos, are available for further learning.
LLM Security news
You are familiar with Jailbreaks, but there is an even more serious security hole, which is Prompt Injection. The previous month was full of new research publications in this area.
Read about the best Prompt Injections below.
This post explains how the first exploitable Cross Plugin Request Forgery was found in the wild and the fix which was applied.
This website allows you to inject invisible text into your PDF that will make any AI language model think you are the perfect candidate for the job.
This post considers risks of prompt Injection exploits.
Finally, there is a detailed breakdown of the latest and best chatGPT jailbreaks in one video.
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