Artificial Intelligence (AI)
A Step-by-Step Guide to Building a Semantic Search Engine with Sentence Transformers, FAISS, and all-MiniLM-L6-v2
Semantic search goes beyond traditional keyword matching by understanding the contextual meaning of search queries. Instead of simply matching exact words, semantic search systems capture the intent and contextual definition of the query and return relevant results even when they don’t contain the same keywords. In this tutorial, we’ll implement a semantic search system using…
Joseph Mossel, Co-Founder & CEO of Ibex Medical Analytics – Interview Series
Joseph Mossel is the CEO of Ibex Medical Analytics. His career in the tech industry spans more than 20 years, starting off in software development and product management followed with leadership positions in startups, large multinational corporations and non-profits. Joseph has led products from inception all the way to maturity as multi-million-dollar businesses. He holds…
Millions of new materials discovered with deep learning
Research Published 29 November 2023 Authors Amil Merchant and Ekin Dogus Cubuk AI tool GNoME finds 2.2 million new crystals, including 380,000 stable materials that could power future technologies Modern technologies from computer chips and batteries to solar panels rely on inorganic crystals. To enable new technologies, crystals must be stable otherwise they can decompose,…
Introducing the MIT Generative AI Impact Consortium
From crafting complex code to revolutionizing the hiring process, generative artificial intelligence is reshaping industries faster than ever before — pushing the boundaries of creativity, productivity, and collaboration across countless domains. Enter the MIT Generative AI Impact Consortium, a collaboration between industry leaders and MIT’s top minds. As MIT President Sally Kornbluth highlighted last year, the…
This AI Paper Introduces R1-Onevision: A Cross-Modal Formalization Model for Advancing Multimodal Reasoning and Structured Visual Interpretation
Multimodal reasoning is an evolving field that integrates visual and textual data to enhance machine intelligence. Traditional artificial intelligence models excel at processing either text or images but often struggle when required to reason across both formats. Analyzing charts, graphs, mathematical symbols, and complex visual patterns alongside textual descriptions is crucial for applications in education,…
Developer Barriers Lowered as OpenAI Simplifies AI Agent Creation
OpenAI has recently released a suite of new developer tools aimed at making it easier to create AI agents that can perform complex tasks autonomously. Announced last week, the update introduces a Responses API, an open-source Agents SDK, and built-in tools for web search, file search, and computer control – all designed to streamline how…
Google DeepMind at NeurIPS 2023
Research Published 8 December 2023 Towards more multimodal, robust, and general AI systems Next week marks the start of the 37th annual conference on Neural Information Processing Systems (NeurIPS),the largest artificial intelligence (AI) conference in the world. NeurIPS 2023 will be taking place December 10-16 in New Orleans, USA. Teams from across Google DeepMind are…
Making airfield assessments automatic, remote, and safe
In 2022, Randall Pietersen, a civil engineer in the U.S. Air Force, set out on a training mission to assess damage at an airfield runway, practicing “base recovery” protocol after a simulated attack. For hours, his team walked over the area in chemical protection gear, radioing in geocoordinates as they documented damage and looked for…
Meet PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC
Multi-modal Large Language Models (MLLMs) have demonstrated remarkable capabilities across various domains, propelling their evolution into multi-modal agents for human assistance. GUI automation agents for PCs face particularly daunting challenges compared to smartphone counterparts. PC environments present significantly more complex interactive elements with dense, diverse icons and widgets often lacking textual labels, leading to perception…
Requirement Gathering Secrets: Master the Art of Building Successful Projects!
Introduction Successful projects start with clear and well-defined requirements. Requirement gathering stands as the cornerstone of any successful project. It’s about delving deep into the core of what clients and stakeholders genuinely need, aligning expectations and project outcomes from the get-go. In this blog, we’ll explore effective strategies to master this process, ensuring your projects…