Part 1: Creating the Source of Truth for Impressions By: Tulika Bhatt Imagine scrolling through Netflix, where each movie poster or promotional banner competes for your attention. Every image you hover over isn’t just a visual placeholder; it’s a critical data point that fuels our sophisticated personalization engine. At Netflix, we call these images ‘impressions,’ and …
Artificial Intelligence (AI) and large language models (LLMs) are experiencing explosive growth, powering applications from machine translation to artistic creation. These technologies rely on intensive computations that require specialized hardware resources, like GPUs. But access to GPUs can be challenging, both in terms of availability and cost. For Google Cloud users, the introduction of Dynamic …
Read more “With MultiKueue, grab GPUs for your GKE cluster, wherever they may be”
A lawyer for the Trump administration couldn’t say whether the data DOGE accessed had been shared outside the US Treasury Department.
Howdy, I was a two weeks late to creating this one and take responsibility for this. I apologize to those who utilize this thread monthly. Anyhow, we understand that some websites/resources can be incredibly useful for those who may have less technical experience, time, or resources but still want to participate in the broader community. …
You know it as well as I do: people are relying more and more on generative AI and large language models (LLM) for quick and easy information acquisition.
Humanoid robots have significant gaps in their sensing and perception, making it hard to perform motion planning in dense environments. To address this, we introduce ARMOR, a novel egocentric perception system that integrates both hardware and software, specifically incorporating wearable-like depth sensors for humanoid robots. Our distributed perception approach enhances the robot’s spatial awareness, and …
Read more “ARMOR: Egocentric Perception for Humanoid Robot Collision Avoidance and Motion Planning”
AI agents continue to gain momentum, as businesses use the power of generative AI to reinvent customer experiences and automate complex workflows. We are seeing Amazon Bedrock Agents applied in investment research, insurance claims processing, root cause analysis, advertising campaigns, and much more. Agents use the reasoning capability of foundation models (FMs) to break down …
Read more “Build a dynamic, role-based AI agent using Amazon Bedrock inline agents”
Generative AI is now well beyond the hype and into the realm of practical application. But while organizations are eager to build enterprise-ready gen AI solutions on top of large language models (LLMs), they face challenges in managing, securing, and scaling these deployments, especially when it comes to APIs. As part of the platform team, …
Astronomer launches Astro Observe, an AI-powered data observability platform that combines orchestration and monitoring.Read More
Large language models (LLMs) have evolved and permeated our lives so much and so quickly that many we have become dependent on them in all sorts of scenarios.