What are different techniques for explaining the predictions of AI models?

Jul 24, 2024 ... We discover that indiscriminately learning from data produced by other models causes 'model collapse'—a degenerative process whereby, over time, ... The system Bouatta is displaying — an AI model that predicts the structure of protein molecules — may just be the most-hyped AI technology in science ... An artificial intelligence (AI) model is a program that analyzes datasets to find patterns and make predictions. May 12, 2023 ... This post aims to clarify what each of these three terms mean, how they overlap, and how they differ. Feb 4, 2025 ... According to OpenAI documentation: Creating a GPT is only available to paid users and is currently powered by GPT-4o. Jul 9, 2024 ... Argonne develops new kind of AI model for weather prediction. New AI foundation model can provide high-accuracy forecasts from even low-resolution data. Aug 23, 2023 ... Model cards are short documents provided with machine learning models that explain the context in which the models are intended to be used. Model, Anthropic API, AWS Bedrock, GCP Vertex AI. Claude 3.7 Sonnet, claude-3-7-sonnet-20250219 ( claude-3-7-sonnet-latest ) ... Segment Anything Model (SAM): a new AI model from Meta AI that can "cut out" any object, in any image, with a single click · SAM is a promptable segmentation ... Dec 2, 2024 ... This guide will provide an overview of AI models and their various applications. We will explore popular use cases of AI models and discuss how they can be ...