AI_bookmarks

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Sourcely | Find Academic Sources with AI
Sourcely | Find Academic Sources with AI
AI-powered literature sourcing tool that quickly retrieves relevant texts based on user input. With advanced natural language processing techniques, it provides easy access to diverse information sources, saving time and effort. Get help from Sourcely AI.
·sourcely.net·
Sourcely | Find Academic Sources with AI
Researchers from Stanford and OpenAI Introduce 'Meta-Prompting': An Effective Scaffolding Technique Designed to Enhance the Functionality of Language Models in a Task-Agnostic Manner
Researchers from Stanford and OpenAI Introduce 'Meta-Prompting': An Effective Scaffolding Technique Designed to Enhance the Functionality of Language Models in a Task-Agnostic Manner
Language models (LMs), such as GPT-4, are at the forefront of natural language processing, offering capabilities that range from crafting complex prose to solving intricate computational problems. Despite their advanced functionalities, these models need fixing, sometimes yielding inaccurate or conflicting outputs. The challenge lies in enhancing their precision and versatility, particularly in complex, multi-faceted tasks. A key issue with current language models is their occasional inaccuracy and limitation in handling diverse and complex tasks. While these models excel in many areas, their efficacy could improve when confronted with tasks that demand nuanced understanding or specialized knowledge beyond their general capabilities.
·marktechpost.com·
Researchers from Stanford and OpenAI Introduce 'Meta-Prompting': An Effective Scaffolding Technique Designed to Enhance the Functionality of Language Models in a Task-Agnostic Manner
AI Literacy
AI Literacy
AIandYou is a community-facing platform fostering a more inclusive and empathetic artificial intelligence ecosystem through free online resources, global dialogues with diverse communities, and the expert advice of a diverse leadership.
·aiandyou.org·
AI Literacy
Should I cite the AI tool that I used? *** by Dr. Kristin Terrill, Iowa State University — Academic Insight Lab
Should I cite the AI tool that I used? *** by Dr. Kristin Terrill, Iowa State University — Academic Insight Lab
First, let’s disambiguate between two questions: should I cite the AI tool that I used, and how should I cite the AI tool that I used? The first question rests on the nature of your AI tool use, and to answer it, I will break down aspects of research into parts. The second question is proced
·academicinsightlab.org·
Should I cite the AI tool that I used? *** by Dr. Kristin Terrill, Iowa State University — Academic Insight Lab
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
We introduce meta-prompting, an effective scaffolding technique designed to enhance the functionality of language models (LMs). This approach transforms a single LM into a multi-faceted conductor, adept at managing and integrating multiple independent LM queries. By employing high-level instructions, meta-prompting guides the LM to break down complex tasks into smaller, more manageable subtasks. These subtasks are then handled by distinct "expert" instances of the same LM, each operating under specific, tailored instructions. Central to this process is the LM itself, in its role as the conductor, which ensures seamless communication and effective integration of the outputs from these expert models. It additionally employs its inherent critical thinking and robust verification processes to refine and authenticate the end result. This collaborative prompting approach empowers a single LM to simultaneously act as a comprehensive orchestrator and a panel of diverse experts, significantly enhancing its performance across a wide array of tasks. The zero-shot, task-agnostic nature of meta-prompting greatly simplifies user interaction by obviating the need for detailed, task-specific instructions. Furthermore, our research demonstrates the seamless integration of external tools, such as a Python interpreter, into the meta-prompting framework, thereby broadening its applicability and utility. Through rigorous experimentation with GPT-4, we establish the superiority of meta-prompting over conventional scaffolding methods: When averaged across all tasks, including the Game of 24, Checkmate-in-One, and Python Programming Puzzles, meta-prompting, augmented with a Python interpreter functionality, surpasses standard prompting by 17.1%, expert (dynamic) prompting by 17.3%, and multipersona prompting by 15.2%.
·arxiv.org·
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Cheat Sheet: Mastering Temperature and Top_p in ChatGPT API - API - OpenAI Developer Forum
Cheat Sheet: Mastering Temperature and Top_p in ChatGPT API - API - OpenAI Developer Forum
Hello everyone! Ok, I admit had help from OpenAi with this. But what I “helped” put together I think can greatly improve the results and costs of using OpenAi within your apps and plugins, specially for those looking to guide internal prompts for plugins… @ruv I’d like to introduce you to two important parameters that you can use with OpenAI’s GPT API to help control text generation behavior: temperature and top_p sampling. These parameters are especially useful when working with GPT for tas...
·community.openai.com·
Cheat Sheet: Mastering Temperature and Top_p in ChatGPT API - API - OpenAI Developer Forum
Practical GAI Strategies
Practical GAI Strategies
The Practical Strategies… collection provides educators with clear, practical advice on using Generative AI
·leonfurze.com·
Practical GAI Strategies
List of Resources
List of Resources
Books Book: AI Super-Powers: China, Silicon Valley, and The New World Order Book: Architects of Intelligence: The truth about AI from the people building it Book: Artificial Intelligence: A Guide f…
·ai4k12.org·
List of Resources
The AI Literacy Act - What Is It And Why Should You Care?
The AI Literacy Act - What Is It And Why Should You Care?
What is AI Literacy? How should you become AI literate? What is the AI Literacy Act? AI Regulations in the United States.
The AI Literacy act advocates for amending the Digital Literacy Act to codify the importance of AI Literacy for everyone in the US. It further highlights the importance of AI Literacy for national competitiveness, highlights the importance of supporting AI literacy at every level of education, and requires annual reports to Congress on the state of this initiative.
·forbes.com·
The AI Literacy Act - What Is It And Why Should You Care?
5 factors shaping AI’s impact on schools in 2024
5 factors shaping AI’s impact on schools in 2024
Experts say anti-plagiarism AI tools like watermarking will fall short, and more districts may release frameworks on the technology’s use.
·k12dive.com·
5 factors shaping AI’s impact on schools in 2024