ai/ml - Robotic Content

GHARP: Real-Time Gaussian Head Animation from Large-Scale Reconstruction Prior

by AI Generated Robotic ContentFAANG October 27, 2026Comments are Disabled

We present GHARP (Real-time Gaussian Head Animation from Large-scale Reconstruction Prior), a method that animates 3D human heads in real time from a few input images of a subject and a driving expression signal. We decouple the problem into an identity stage that builds a representation of the subject’s geometry and appearance offline, and an …

Making Failure Diagnosis Reliable with Pensive AI

by AI Generated Robotic ContentFAANG October 27, 2026Comments are Disabled

By Praneeth Yenugutala, Victor Dusa, Anastasia Samoilova, Megan Ren, Justin Wei, Marcelo Mayworm At Netflix, data and machine learning practitioners run millions of workloads each day across orchestration systems and compute engines such as Titus, Spark, Trino, and Druid. On peak days, roughly 100,000 workloads fail. When workloads fail, the failure itself is only the beginning. …

Fleet-wide computer vision lifecycle at the edge with SageMaker SDK v3

by AI Generated Robotic ContentFAANG October 27, 2026Comments are Disabled

Fleet-wide computer vision model lifecycle management is a problem that shows up the moment a quality inspection proof of concept succeeds. One camera and one model work fine. Then the plant asks for the same result on 40 lines, each with several cameras, and every camera sees the world differently. Each has a different angle, …

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Easy to integrate, compliant by design: Bringing the Swiss Franc to Google Cloud Universal Ledger

by AI Generated Robotic ContentFAANG October 27, 2026Comments are Disabled

Every day, countless financial transactions are interrupted by slow, expensive, and inflexible conventional payment systems. As a result, public commercial stablecoins like Tether, USDC, and PayPal USD have become increasingly popular by making it easy to move money efficiently with instant, 24/7 blockchain settlement. Yet major regulated banks have largely kept such transactions at arm’s …

Scientists overcome a hidden obstacle to more powerful quantum computers

by AI Generated Robotic ContentFAANG October 26, 2026Comments are Disabled

Scientists have discovered a way to operate multiple silicon qubits simultaneously with remarkable accuracy, overcoming a major challenge in scaling up quantum computers. Their new technique maintained accuracy of approximately 99.9% even when all five qubits were running at once, opening the door to larger and more powerful quantum processors.

Beyond API Compatibility: Building a Tool to Measure the Blast Radius of Library Changes

by AI Generated Robotic ContentFAANG October 24, 2026Comments are Disabled

By Roberto Perez Alcolea, Java Platform Team Quasar connects a proposed API change with observed references in consumer repositories, giving the producer evidence for a release decision At Netflix, shared Java libraries support applications developed across a large, independently evolving repository ecosystem. A library change begins in one repository, but its impact can reach many others. Producers …

Multi-Turn Reinforcement Learning on Amazon SageMaker AI: A hands-on guide

by AI Generated Robotic ContentFAANG October 24, 2026Comments are Disabled

Most fine-tuning teaches a model to produce a better answer to a single prompt. Agentic tasks are different. An agent that files an expense report or triages a support ticket takes a sequence of actions, and each step depends on what came before. There’s rarely one correct sequence to imitate, and the only reliable feedback …

Single-tenant Titus: VM-level isolation on a multi-tenant container platform

by AI Generated Robotic ContentFAANG October 23, 2026Comments are Disabled

Samartha Chandrashekar & Nick Parker You click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform. Titus is, in essence, a Kubernetes-based container hosting platform: we keep both the control plane and the data plane (the container hosts …

Amazon Polly delivers a major upgrade to its Generative engine

by AI Generated Robotic ContentFAANG October 23, 2026Comments are Disabled

Amazon Polly Generative engine now offers more natural and accurate speech output. We’re introducing an upgrade to the Amazon Polly Generative engine that delivers more expressive, more accurate speech output with low latency. The upgrade adds 14 new voices across 9 locales, including general availability of Generative voices in Hindi and Finnish for the first …

Expanding Claude availability and deployment choice on Google Cloud

by AI Generated Robotic ContentFAANG October 23, 2026Comments are Disabled

Every organization has unique requirements for building and scaling generative AI. At Google Cloud, we are committed to giving developers model choice and architectural flexibility to run workloads however they need. Today, we’re announcing the general availability of an Anthropic-managed deployment option for Claude Models on Google Cloud. This gives teams more choice in how …