A recent study by Lakera’s team demonstrates how GPT-4V can be manipulated through visual prompt injection attacks. As detailed by author Daniel Timbrell in his article, these attacks involve embedding text instructions within images to make AI models ignore their original programming or perform unintended actions. During Lakera’s internal hackathon, researchers successfully tested several methods, …
Retrieval-Augmented Generation (RAG) systems are being improved through the integration of AI agents, according to an analysis by Shubham Sharma for VentureBeat. While traditional RAG systems combine data retrieval with language models to provide contextual answers, they are limited to single knowledge sources. The new “agentic RAG” approach incorporates AI agents that can access multiple …
Multimodal retrieval augmented generation (RAG) systems are gaining traction as tools to process multiple data types, including text, images, and videos. According to Emilia David’s article on VentureBeat, embedding service providers recommend a cautious approach to implementation. Cohere, which recently updated its Embed 3 model, emphasizes the importance of thorough data preparation and initial testing …
Box has unveiled two major AI-focused products: Box AI Studio for creating custom AI agents and Box Apps for building no-code enterprise applications. CEO Aaron Levie announced these tools at the BoxWorks event as part of the company’s expansion from file sharing into intelligent content management, VentureBeat reports. Box AI Studio, built on partnerships with …
Google has announced the general availability of Google Vids, a new AI-powered video creation app for work, to select Google Workspace editions. According to the company’s announcement, Vids is designed to help teams in customer service, learning and development, project ops, and marketing create engaging videos more easily. The app utilizes generative AI capabilities to …
Midship has developed an AI-powered tool that extracts specific fields and tables from unstructured documents like PDFs and images. According to the founders in a Hacker News post, Midship combines OCR with language models to convert documents into clean, structured data, going beyond simple markdown output. The tool is aimed at both non-technical users via …
Microsoft has released Magentic-One, a new open-source infrastructure that enables a single AI model to manage multiple helper agents working together to complete complex, multi-step tasks in various scenarios. According to a paper by Microsoft researchers, Magentic-One is a generalist agentic system that can “fully realize the long-held vision of agentic systems that can enhance …
SambaNova and Hugging Face have launched a new integration that allows developers to deploy AI chatbots with a single click, reportedly reducing deployment time from hours to minutes. According to Ahsen Khaliq, ML Growth Lead at Gradio, the process involves obtaining an access token from SambaNova Cloud’s API website and entering three lines of Python …
A study by AI at Wharton and GBK Collective found that generative AI adoption has rapidly increased among American businesses, with weekly usage by leaders doubling from 37% to 72% in the past year. The research, which surveyed over 800 enterprise decision-makers, also revealed a 130% surge in AI spending since 2023, with more than …
New York-based AI startup Hugging Face is teaming up with Amazon and Google to launch new open-source software aimed at lowering the cost of developing chatbots and other AI systems, Stephen Nellis reports for Reuters. The offering, called “HUGS” (Hugging Face for Generative AI Services), automates the implementation of AI models and will be available …