What is the return on investment (ROI) of AI projects? How to measure the success of an AI modeling initiative?

Office productivity tools and business applications, such as CRM and ERP applications, can use GenAI models to extract, copy and paste essential information ... RAG is an architecture that augments the capabilities of a Large Language Model (LLM) like ChatGPT by adding an information retrieval system that provides ... It examines the legal bases for AI applications to personal data and considers duties of information concerning AI systems, especially those involving profiling ... Oct 11, 2023 ... Images. A study published in Radiology reports a new artificial intelligence (AI) model that combines imaging information with clinical patient ... Feb 23, 2024 ... And, conversely, AI models used by third parties may use the information a broker-dealer or investment adviser makes available online as a data ... Oct 26, 2023 ... The training of AI models on personal information and their ... informational privacy and personal autonomy concerns that motivates many privacy ... Mar 4, 2025 ... "Multimodal analysis processes diverse sources of patient data, like medical images and genetic information, for a more comprehensive ... Graph modeling and anomaly detection on graphs; ML for malware analysis and detection, with a focus on cloud environments or devices. Timeline. Submission ... AI can automate repetitive tasks, improve decision-making processes, and enhance the accuracy and speed of data analysis. Here, I describe how these controversies might be resolved by integrating IIT with FEP-AI, where integrated information only entails consciousness for systems ...