article thumbnail

Preparing Your Association for AI

Association Analytics

Types of AI Tools To start, it’s important to know about some of the models already available to the public. The most popular model today is called a Large Language Model (LLM) , which is trained on massive text datasets. LLMs are meant to produce conversational human language responses.

article thumbnail

RAG-Enhanced Conversational AI: A Comprehensive Guide

Forum One

The introduction of Retrieval-Augmented Generation, or RAG, now allows AI applications to enhance the capabilities of machine learning models by integrating them with a retrieval component. Avoid Vendor and Model Lock-in: The AI space is still evolving rapidly.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

4 Ways Nonprofits Can Start Using AI in 2024

Nonprofit Tech for Good

Along with access to the latest version, ChatGPT 4 Turbo, which is the most intelligent model available at the time of writing, it also provides access to an array of additional tools. Additionally, nonprofits can create their own custom-trained GPT chatbot with their custom data. The ChatGPT Plus Plan offers immense value.

Policy 334
article thumbnail

Engagement Analytics 101: Setting Your Association Up for Success

Association Analytics

This blog provides an overview of how to establish your scoring model, establish a team of data champions, and adopt a regular reporting routine so that your association is set up for success. Before we get into scoring models and best practices, let’s take a look at the purpose of engagement scoring. Let’s get started!

Analytics 169
article thumbnail

#DontTrainOnMe: Are you Polluting your LLM Brand?

Whole Whale

There is a massive risk with using LLMs that train on your data, and part of that risk is that we don’t fully understand the scale of that risk as it gets bigger. This is a potent metaphor as LLMs (Large Language Models) are described as being trained on oceans of web and other data. Bigger is different.

Model 52
article thumbnail

Doing good with AI tools: Navigating ethical considerations for the social sector 

Candid

Understanding bias and harm Modern AI tools are trained on vast amounts of mostly human-generated data. In many cases, the training data is curated from the internet, with all the prejudices and biases of the humans creating it. We continue to refine the data we use for training and evaluating our grants auto-coding system.

Tools 52
article thumbnail

Nonprofit Technology Training: Book List

Beth's Blog: How Nonprofits Can Use Social Media

At this year’s Nonprofit Technology Conference, I’m thrilled to be doing a panel on nonprofit technology training and it has a bit of a star wars theme, “ Learn You Will.” I read a lot of educational technology, training, and teaching blogs, follow those people on Twitter, curate on Scoop.It, etc to keep up.

Training 114