Deep DiveAI Models: Risky Business—Navigating the Challenges of Using AI John Harmon, CFA, Managing Director of Technology Research June 20, 2024 Reasons to ReadBeware the risks of AI (artificial intelligence) and generative AI (GenAI)! We offer a detailed overview of the challenges of using AI models, with recommended actions that retail companies should take to ensure that AI models operate effectively (producing reliable output) and are used responsibly. Our insights span the four stages of AI implementation: pre-deployment, at the time of deployment, during deployment and after deployment. Stay at the forefront of AI: read this report to gain a better understanding of training bias, model drift, hallucination and other critical concepts related to the use of LLMs (large language models). This report is made available to non-subscribers of Coresight Research through its sponsorship by Intel. Data in this research report include: Estimated global GenAI hardware and applications market size and year-over-year growth, 2024–2028 Companies mentioned in this report include: Amazon, IBM, Microsoft, Salesforce, Walmart Other relevant research: More reports on GenAI in retail Visit the Coresight Research Retail Technology Hub to explore reports, data and competitive landscapes on technology. Already a subscriber? Log in You are currently viewing a preview of this report. Please select an access option to view the full report. Hide Options - Show Options + Get unlimited access to all our research with one of our subscription plans. View Subscription Plans or Contact us to purchase this report. Contact us ✕ This document was generated for Other research you may be interested in: Three Data Points We’re Watching This Week, Week 31: US Consumer Sentiment, AI Investments and Canada StoresAmazon Prime Day 2025 Wrap-Up: US Purchase Rate Jumps as Retail Rivalry Heats Up—Exclusive Data InsightsWeekly US Store Openings and Closures Tracker 2025, Week 22: Store Closures Up by 57%US CPG Sales Tracker: Health and Beauty Lead Growth Amid E-Commerce Slowdown