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9 Nov
Posted by
Nandan
Dynamic pricing and personalized promotions
Dynamic pricing is a key differentiator in today’s fast-paced market environment. Traditional pricing strategies often rely on static models that fail to consider real-time data such as market trends, customer behavior, and inventory levels. An AI agent can offer a robust solution by rapidly analyzing extensive real-time data inputs like competitor pricing, customer purchase history, and seasonal …
12 Nov
Posted by
Nandan
Attacking Vision-Language Computer Agents via Pop-ups
Autonomous agents powered by large vision and language models (VLMs) have demonstrated significant potential in completing daily computer tasks, such as browsing the web to book travel and operating desktop software. However, these agents can be easily attacked by a set of carefully designed adversarial pop-ups, leading them to click these pop-ups instead of performing the intended tasks. This dis…
31 Oct
Posted by
Nandan
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications
Multimodal Retrieval Augmented Generation (RAG) systems are emerging as powerful AI assistants capable of processing both text and images, offering significant potential for industrial applications like manufacturing, engineering, and maintenance. These systems leverage large language models to generate accurate responses by retrieving and integrating relevant information from textual and visual s…