May 2021 Summaries

Clarifai Release 7.5 introduces a range of advanced features, including new segmentation and classification models, along with a revamped workflow builder that simplifies AI solution development through an intuitive visual graph editor. This release highlights the General Visual Segmenter, which offers pixel-level accuracy for identifying objects in images and videos, and the Subject Visual Segmenter, designed for isolating main subjects in images for applications like product photography. Additionally, the update includes a new Room-Types classifier for enhanced indoor scene classification, a Face Sentiment model for extracting insights from facial expressions, and a Token-To-Entity model type for aggregating text tokens into grouped entities. These innovations aim to provide users with improved performance, stability, and the ability to gain insights from unstructured data efficiently.

Computer Vision (CV) is a branch of computer science focused on enabling computers to interpret and process image and video data, similar to human vision but without subjective experience. This technology, rooted in early studies of human visual perception, has been significantly advanced by artificial intelligence and machine learning, allowing computers to classify, identify, and analyze images with great accuracy. The computer vision pipeline involves image acquisition, pre-processing, feature extraction, and high-level processing tasks such as classification and object detection. CV has a wide range of applications across industries, including medical imaging, facial recognition, augmented reality, and self-driving cars, leveraging techniques like machine learning, neural networks, and 3D reconstruction to better understand visual stimuli. As computational power continues to grow, CV is poised to make substantial contributions to various fields, enhancing how we interact with digital content.

Clarifai has announced the appointment of Jacqueline Tame, a former Acting Deputy Director of the Department of Defense's Joint Artificial Intelligence Center, as a senior advisor and member of its Public Sector Advisory Council. Tame brings extensive expertise in shaping and implementing AI programs and technology policy, having previously worked with Congress to define and fund U.S. government AI policy, and held various influential roles in defense and intelligence. Her addition to Clarifai's team, alongside other senior advisors like Lieutenant General Robert P. Ashley, Jr. and Major General Barbara Fast, signals the company's commitment to expanding its public sector initiatives. This strategic collaboration aims to enhance Clarifai's innovation and delivery of AI solutions, benefiting both public and commercial sectors, while supporting the missions of U.S. federal entities such as the Department of Defense and other intelligence and civilian agencies through advanced computer vision and natural language processing technologies.

Artificial intelligence (AI) is a rapidly advancing field aiming to emulate human intelligence in machines, enabling them to perform tasks by learning and adapting from data. This technology spans across various industries, including automotive, healthcare, finance, and retail, enhancing capabilities such as decision-making, error reduction, and automation of repetitive tasks. AI is categorized into narrow AI, which excels in specific tasks like digital personal assistants, and the yet-to-be-realized artificial general intelligence (AGI), which aspires to fully mimic human adaptability across diverse scenarios. Machine learning, including supervised, unsupervised, and reinforcement learning, forms the backbone of AI, utilizing data to train models and algorithms to perform complex tasks, while deep learning further refines these processes through neural networks. The integration of AI into existing products, such as IoT devices and chatbots, demonstrates its potential to transform everyday life by improving efficiency, accuracy, and availability. As AI continues to evolve, it holds the promise of revolutionizing industries by enabling innovations like predictive maintenance in manufacturing and personalized healthcare recommendations, although the ultimate vision of AGI remains a distant goal.

Major General Barbara Fast, a retired U.S. Army officer renowned for her leadership in military intelligence and cybersecurity, has joined Clarifai as a senior advisor and member of its Public Sector Advisory Council. Her extensive experience, including pioneering roles within the U.S. Army and leading federal defense businesses at companies like Boeing and CGI, positions her to effectively support the Department of Defense in advancing artificial intelligence initiatives. Major General Fast's contribution is expected to enhance U.S. government efforts in areas such as Intelligence, Security & Reconnaissance, predictive maintenance, and signal fusion, complementing the expertise of other notable figures like Lieutenant General Robert P. Ashley, Jr., who also joined Clarifai as a senior advisor. This collaboration underscores Clarifai's commitment to leveraging private sector solutions to improve defense outcomes and response capabilities, as the government increasingly adopts AI technologies.