What Is Generative AI (GenAI)? Generative AI (GAI) is the name given to a subset of AI machine learning technologies that have recently developed the ability to rapidly create content in response to text prompts, which can range from short and simple to very long and complex. Different gener...
【什么是AI偏见】《What is AI bias?》by Cassie Kozyrkov http://t.cn/EtcfpSL pdf:http://t.cn/EtcfpSy
AI bias is an anomaly in the output of ML algorithms due to prejudiced assumptions. Explore types of AI bias, examples, how to reduce bias & tools to fix bias.
Human oversight:People can monitor outputs, analyze data, and make corrections when bias is displayed. For example, marketers can pay special attention to generative AI outputs before using them in marketing materials to ensure they are fair. Assess the potential for bias:Some use cases for AI h...
Generative AI Applications Let us discuss some of the Generative AI Applications one should know about: 1. Generative AI in Gaming Artificial intelligence(AI) is swiftly transforming the world of gaming. It’s contributing to more lifelike and captivating non-player characters (NPCs) and introducing...
model’s responses and returns a score for each response. Then, they fine-tune the gen AI model’s responses using this scoring model. Since a model now does the scoring, it can be done in parallel and at scale. The post-RLHF generative AI model is safer and more useful with its ...
Results can gloss over bias, prejudice and hatred. Attention is all you need: Transformers bring new capability In 2017, Google reported on anew type of neural network architecturethat brought significant improvements in efficiency and accuracy to tasks like natural language processing. The breakthrough...
One of the most familiar topics written about is AI Bias. Even though the positives vastly outweigh the negatives, it doesn’t mean we shouldn’t pay attention to where AI is falling short of Equity, Diversity, and Inclusion. AI Bias can be a problem and it’s up to all of us to ...
Bias is a complex problem in machine learning projects. We explore the nuances, how it’s caused, and tips to address it using real-world examples.
Generative AI, sometimes calledgen AI,isartificial intelligence(AI) that can create original content—such as text, images, video, audio or software code—in response to a user’s prompt or request. Generative AI relies on sophisticatedmachine learningmodels calleddeep learningmodels—algorithms that...