# Clarifai Blog ## Clarifai and Nebius **The Next Chapter: Clarifai Compute Orchestration and Reasoning Engine Joins Nebius** Today, we are thrilled to announce a monumental milestone in Clarifai’s journey: we have entered into an agreement for Nebius (NASDAQ: NBIS), the AI cloud company, to license our core engineering assets. May 19, 2026 [Read more](/content/blog/the-next-chapter-clarifai-compute-orchestration-and-reasoning-engine-joins-nebius/index.html) ## Face Recognition **6 Applications in the Growing Field of Computer Vision** As technology progresses, computers are getting more and more useful, and they are getting better at interacting with the world in a way that is more, well, human. With the latest advancements in computer vision, many industries are finding new applications. September 27, 2021 [Read more](/content/blog/6-applications-in-the-growing-field-of-computer-vision/index.html) ## Edge AI **What Is Edge Computing in AI?** Back in 2017, Apple announced the iPhone X with its **A11 Bionic** chip—a system‑on‑a‑chip (SoC) containing a dedicated “neural engine” for face and speech recognition. Since then, every iPhone includes this functionality. September 13, 2021 [Read more](/content/blog/what-is-edge-computing-in-ai/index.html) ## AI Fundamentals **All you need to know about Software 2.0** Ten years ago, engineer and investor Marc Andreessen wrote in his now-famous article in the Wall Street Journal that "software is eating the world." These days industry visionaries are predicting a paradigm shift as Software 2.0 comes into play. August 31, 2021 [Read more](/content/blog/all-you-need-to-know-about-software-2.0) ## Data Labeling **What is Unstructured Data?** “90 Percent of the Big Data We Generate Is an Unstructured Mess” - PC Mag. “80 to 90 percent of data generated and collected by organizations, is unstructured” - MongoDB. July 12, 2021 [Read more](/content/blog/what-is-unstructured-data/index.html) ## Face Recognition **Top 10 Uses for Face Recognition in 2021** Facial recognition is one of the many applications of modern AI technology. It’s also one of the oldest – it’s been quite a journey. June 17, 2021 [Read more](/content/blog/top-10-uses-of-face-recognition-2021/index.html) ## Image Recognition **Deploy First: The Secret to Data Efficiency in ML** In the beginning, AI engineers toiled in obscurity, spending years hand-crafting equations to solve even the smallest Computer Vision problems. But the world has certainly changed. April 23, 2021 [Read more](/content/blog/deploy-first-the-secret-to-data-efficiency-in-ml/index.html) ## Image Recognition **Top 3 Papers from NeurIPS 2020** Neural Information Processing Systems annual meeting (better known as NeurIPS) is widely regarded as the world's most important AI conference. January 21, 2021 [Read more](/content/blog/our-favorite-papers-from-neurips/index.html) ## Machine Learning **Sentiment Analysis and Storytelling** The ways that we create, discover and consume content are rapidly changing. Wattpad is able to connect a global community through the power of story. December 21, 2020 [Read more](/content/blog/sentiment-analysis-and-storytelling/index.html) ## Machine Learning .png) **Neural Network Pruning for Compression & Understanding** Neural networks have been massively growing in size during the past decade. Some of the new state of the art models have over half a trillion tunable parameters. November 20, 2020 [Read more](/content/blog/neural-network-pruning-for-compression-understanding/index.html) ## Face Recognition **Challenges & State of the Art Solutions Associated with Face Recognition** Several factors make face recognition difficult for machines such as extreme illumination, occlusion, and low resolution. November 16, 2020 [Read more](/content/blog/challenges-of-face-recognition/index.html) ## Machine Learning **Introducing NLP: AI for Text + Images** Need to understand, moderate, or automate responses to lots of text? Welcome to the platform that powers intelligent applications. July 13, 2020 [Read more](/content/blog/nlp/index.html) ## Business News **Using AI to Analyze Text With Natural Language Processing** Every organization uses texts to disseminate, improve, and modify its services or products. Natural Language Processing focuses on understanding this text data. November 8, 2019 [Read more](/content/blog/using-ai-to-analyze-text/index.html) ## Industry **How Online Retailers Are Using Deep Learning to Grow Their Business** The growth of Artificial Intelligence has introduced amazing technologies, particularly in the field of machine learning. September 9, 2019 [Read more](/content/blog/deep-learning-online-retail-growth/index.html) ## Industry **Machine Learning For The Movies** Machine learning is now being utilized within the film industry to drive insights and optimize processes. August 22, 2019 [Read more](/content/blog/machine-learning-for-the-movies/index.html) ## Image Recognition **Supervised vs. Unsupervised Learning: What they are and How they work** One topic in AI and Machine Learning that can be confusing is the differences between supervised and unsupervised learning. July 3, 2019 [Read more](/content/blog/supervised-vs.-unsupervised-learning-what-they-are-and-how-they-work/index.html) ## Image Recognition **Closing the loop: How feedback loops help to maintain quality long-term AI results** Feedback loops are crucial for sustaining high-quality results in AI applications. May 24, 2019 [Read more](/content/blog/closing-the-loop-how-feedback-loops-help-to-maintain-quality-long-term-ai-results/index.html) ## Machine Learning **What is Deep Learning and How Does it Work?** Deep Learning is a subset of Machine Learning that involves learning a hierarchy of features from data. May 22, 2019 [Read more](/content/blog/deep-learning-what-it-is-and-why-it-matters/index.html) ## Machine Learning **What is Machine Learning? A Four Minute Rundown** Machine Learning is a general term for algorithms that learn patterns from existing data and use these patterns to make predictions or decisions. April 18, 2019 [Read more](/content/blog/what-is-machine-learning-a-four-minute-rundown/index.html)