101 posts
netflix State of Routing in Model Serving -- 3 Listen Share By Nipun Kumar, Rajat Shah, Peter Chng Introduction This is the first blog post in a multi-part series that shares technical insights into how our ML model serving infrastructure powers several personalized experiences at scale…
grammarly At Grammarly, we believe that better communication has the power to change lives. That belief lives in our products, our mission, and now, in a new program designed to honor the teachers who bring it into the classroom every day. The Grammarly Educator of the Year Award was buil…
toss 안녕하세요. 토스플레이스에서 ‘판다(PANDA)’를 기획하고 만든 Data Analysis Team Leader 김윤아, Data Analytics Engineer 정이을 입니다. 업무를 하다 보면 이런 순간이 있지 않으셨나요? “지금 이 데이터만 빠르게 확인할 수 있으면 좋을텐데.” 대시보드를 찾아 들어가거나, 누군가에게 요청을 남기고 기다리지 않고 필요한 데이터를 바로 꺼내 쓸 수 있다면 어떨까요? 토스플레이스 Data 조직은 AI를 활용해 이런 환경을 만들어 데이터 민주주의를 실현할 수 있…
google It's all about the angle: Your photos, re-composed April 22, 2026 Marcos Seefelder, Staff Software Engineer, Platforms & Devices, and Pedro Velez, Senior Research Engineer, Google Deepmind We introduced a new approach for editing images, now live in the Auto frame feature in Goo…
meta We’ve fundamentally transformed Facebook Groups Search to help people more reliably discover, sort through, and validate community content that’s most relevant to them. We’ve adopted a new hybrid retrieval architecture and implemented automated model-based evaluation to address…
meta As AI increases developer speed and productivity it also increases the need for safeguards. On this episode of the Meta Tech Podcast, Pascal Hartig sits down with Ishwari and Joe from Meta’s Configurations team to discuss how Meta makes config rollouts safe at scale. Listen in t…
meta This is the second post in the Ranking Engineer Agent blog series exploring the autonomous AI capabilities accelerating Meta’s Ads Ranking innovation. The previous post introduced Ranking Engineer Agent’s ML exploration capability, which autonomously designs, executes, and analy…
line 들어가며 안녕하세요, LINE 서비스의 광고 시스템에서 데이터 파이프라인과 데이터 플랫폼 운영을 담당하고 있는 박민재, 손정호, 정창권입니다. LINE 광고 플랫폼(이하 LINE Ads)은 하루에 수십억 건 이상의 광고를 송출하며, 내부에서는 천억 건에 준하는 데이터를 수집 및 가공하고 있습니다. LINE Ads의 데이터 파이프라인 팀은 광고 효율을 높이기 위해 실시간으로 광고 결과 데이터를 수집, 가공, 저장, 전송하는 역할을 수행합니다. 데이터를 처리하는 과정에서 이벤트 적합성 여부(어뷰징…
google Building better AI benchmarks: How many raters are enough? March 31, 2026 Flip Korn and Chris Welty, Research Scientists, Google Research We introduce an evaluation framework for ML models, based on “gold” ratings data, that optimizes the trade-off between the number of items an…
line 들어가며 콘텐츠 모더레이션은 사용자가 생성하거나 업로드하는 텍스트, 이미지, 영상, 음성 등의 콘텐츠 중 서비스 정책 및 법적 기준에 위배되는 내용을 탐지해 적절한 조치를 수행하기 위한 기술적 운영 체계를 의미합니다. 단순히 부적절한 콘텐츠를 차단하는 기능을 넘어, 사용자를 보호하고 서비스의 신뢰를 유지하기 위한 핵심 인프라라고 할 수 있습니다. 플랫폼 규모가 커지면서 사용자가 생성하는 콘텐츠의 양이 폭발적으로 증가했고, 그에 따라 유해 콘텐츠가 생성되고 확산되는 속도 또한 과거와 비교할 수 없…
cloudflare Cloudflare Client-Side Security: smarter detection, now open to everyone 2026-03-30 Zhiyuan Zheng Juan Miguel Cejuela Client-side skimming attacks have a boring superpower: they can steal data without breaking anything. The page still loads. Checkout still completes. All it need…
grammarly Key takeaways AI chat lets you have open-ended, back-and-forth conversations with an AI system that can respond to follow-up questions and evolving requests. Unlike traditional chatbots, AI chat generates responses dynamically rather than relying on fixed scripts or decision tre…
grammarly Key takeaways A chatbot is a software program that simulates conversation with users through text or voice. Chatbots can answer questions, provide information, guide users through tasks, automate routine interactions, and more. There are several types of chatbots, including rule…
stripe Earlier this week, more than 2,000 payments leaders gathered at the Merchant Risk Council (MRC) Vegas 2026 conference to discuss new fraud patterns, authentication strategies, and agentic commerce. One theme emerged: fraud has become more automated and increasingly difficult to…
aws 20 years in the AWS Cloud – how time flies! AWS has reached its 20th anniversary! With a steady pace of innovation, AWS has grown to offer over 240 comprehensive cloud services and continues to launch thousands of new features annually for millions of customers. During this time…