The rise of browser-use agents: Why Convergence’s Proxy is beating OpenAI’s Operator

A new wave of AI-powered browser-use agents is emerging, promising to transform how enterprises interact with the web. These agents, including OpenAI’s Operator and Convergence’s Proxy, can autonomously navigate websites, retrieve information, and even complete transactions – but early testing reveals significant gaps between promise and performance between these leaders. While consumer examples like ordering …

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How Rocket Companies modernized their data science solution on AWS

This post was written with Dian Xu and Joel Hawkins of Rocket Companies. Rocket Companies is a Detroit-based FinTech company with a mission to “Help Everyone Home”. With the current housing shortage and affordability concerns, Rocket simplifies the homeownership process through an intuitive and AI-driven experience. This comprehensive framework streamlines every step of the homeownership …

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Optimizing image generation pipelines on Google Cloud: A practical guide

Generative AI diffusion models such as Stable Diffusion and Flux produce stunning visuals, empowering creators across various verticals with impressive image generation capabilities. However, generating high-quality images through sophisticated pipelines can be computationally demanding, even with powerful hardware like GPUs and TPUs, impacting both costs and time-to-result. The key challenge lies in optimizing the entire …

AI unlocks the emotional language of animals

Groundbreaking study shows machine learning can decode emotions in seven ungulate species. A game-changer for animal welfare? Can artificial intelligence help us understand what animals feel? A pioneering study suggests the answer is yes. Researchers have successfully trained a machine-learning model to distinguish between positive and negative emotions in seven different ungulate species, including cows, …