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Atlas

15 articles · Page 1 of 1
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Sep 2, 2026 · Artificial Intelligence

Fei‑Fei Li Unveils Atlas: First Multimodal World Model to Reconstruct 3D Worlds from One Image

Atlas, a multimodal autoregressive diffusion Transformer introduced by Fei‑Fei Li's World Labs, can generate pixel‑level camera‑controlled images and videos, perform high‑quality 3D reconstruction from a few photos, simulate space‑time for robotics, and outperforms state‑of‑the‑art models in quantitative evaluations.

3D ReconstructionAtlasMultimodal
0 likes · 8 min read
Fei‑Fei Li Unveils Atlas: First Multimodal World Model to Reconstruct 3D Worlds from One Image
21CTO
21CTO
Sep 2, 2026 · Artificial Intelligence

Fei‑Fei Li Unveils Atlas, Ushering a New Era for World Models

World Labs, founded by Fei‑Fei Li and colleagues, launched Atlas—a multimodal autoregressive diffusion transformer that natively handles text, images, video and 3D, offering camera‑control generation, spatial reconstruction, spatiotemporal simulation and image synthesis, and achieving leading scores on human preference and 3D reconstruction benchmarks.

3D ReconstructionAIAtlas
0 likes · 6 min read
Fei‑Fei Li Unveils Atlas, Ushering a New Era for World Models
Machine Heart
Machine Heart
Sep 2, 2026 · Artificial Intelligence

Atlas Unveiled by Fei‑Fei Li: A New Era for World Models and Robotics

World Labs' Atlas is a multimodal, camera‑controlled world model that natively handles text, images, video and 3D, offering spatial‑context generation, high‑fidelity 3D reconstruction, and robot simulation, with benchmark results that highlight its advantages over prior models.

3D ReconstructionAtlasWorld Labs
0 likes · 10 min read
Atlas Unveiled by Fei‑Fei Li: A New Era for World Models and Robotics
Machine Heart
Machine Heart
May 29, 2026 · Artificial Intelligence

How Meta’s AI Consumed 183 Billion Tokens to Build a Massive Lean Math Library

Meta’s ATLAS project uses the AutoformBot pipeline to automatically translate 26 undergraduate and graduate math textbooks into a Lean codebase of over 630,000 lines, consuming more than 183 billion tokens, while exposing coverage statistics, adversarial dynamics, and model‑level performance trade‑offs.

AtlasAutoformBotFormal Verification
0 likes · 11 min read
How Meta’s AI Consumed 183 Billion Tokens to Build a Massive Lean Math Library
Machine Heart
Machine Heart
May 22, 2026 · Artificial Intelligence

ATLAS: One Word Unifies Agentic and Latent Visual Reasoning

ATLAS introduces a discrete functional token that simultaneously serves as an agentic operation and a latent reasoning unit, enabling large multimodal models to perform visual tasks without external tools or intermediate image generation, and achieves competitive results through SFT‑plus‑RL training and a token‑level gradient‑anchor technique.

Atlasagentic reasoningfunctional token
0 likes · 11 min read
ATLAS: One Word Unifies Agentic and Latent Visual Reasoning
Fighter's World
Fighter's World
Feb 28, 2026 · Industry Insights

How Giga Builds a Differentiated Edge in the Crowded AI Customer Service Market

Giga, an AI agent startup founded by IIT Kharagpur alumni, pivoted to AI customer service, leveraging a Python-as-Primitive architecture and the Atlas multi‑agent system to automate FDE work, achieve 98% resolution rates, and position itself against competitors through speed, complex‑scenario handling, and a reusable Skills library.

AI Customer ServiceAI agentsAtlas
0 likes · 21 min read
How Giga Builds a Differentiated Edge in the Crowded AI Customer Service Market
Network Intelligence Research Center (NIRC)
Network Intelligence Research Center (NIRC)
Jan 7, 2026 · Operations

From Minutes to Milliseconds: Atlas Architecture Solves Verification Bottlenecks

The paper presents Atlas, a native three‑layer distributed verification system that replaces centralized tools with switch, region, and center adapters, achieving sub‑20 ms validation for thousands of nodes and up to 1500× speedup over EPVerifier, while supporting incremental updates and preserving scalability.

AtlasDistributed ArchitecturePerformance
0 likes · 7 min read
From Minutes to Milliseconds: Atlas Architecture Solves Verification Bottlenecks
Cloud Native Technology Community
Cloud Native Technology Community
Jul 17, 2025 · Databases

How Operators Turn Kubernetes into a Database Management Powerhouse

This article explains how Kubernetes' reconciliation loop, originally designed for stateless resources, can be extended to manage stateful workloads like PostgreSQL databases using Operators such as CloudNativePG and Atlas, providing a declarative, GitOps‑friendly workflow for provisioning, upgrading, and schema migration.

AtlasCloudNativePGDatabase Management
0 likes · 16 min read
How Operators Turn Kubernetes into a Database Management Powerhouse
Network Intelligence Research Center (NIRC)
Network Intelligence Research Center (NIRC)
Apr 16, 2025 · Industry Insights

Our EuroSys'25 Experience: Presenting Atlas and Exploring Cutting‑Edge System Research

The article recounts the authors' participation in EuroSys'25 in Rotterdam, detailing the conference schedule, their presentation of the Atlas network verification paper, technical insights into distributed verification, interactions with peers, and memorable social and cultural experiences during the five‑day event.

AtlasEuroSysconference report
0 likes · 7 min read
Our EuroSys'25 Experience: Presenting Atlas and Exploring Cutting‑Edge System Research
21CTO
21CTO
Aug 31, 2024 · Databases

MongoDB Claims Edge Over PostgreSQL with Atlas Wins and Strong Q2 Growth

MongoDB reported a 13% revenue rise to $478.1 million in Q2 2025, highlighted a major win over PostgreSQL at Fanatics Betting & Gaming, and emphasized its flexible JSON‑like architecture, horizontal scaling, and sharding advantages while noting ongoing competition and a revised growth outlook.

AtlasMongoDBNoSQL
0 likes · 5 min read
MongoDB Claims Edge Over PostgreSQL with Atlas Wins and Strong Q2 Growth
Java Backend Technology
Java Backend Technology
Sep 29, 2022 · Databases

How Robustdb Enables Client‑Side Read/Write Splitting Beyond Atlas

This article explains how a company built Robustdb, a lightweight client‑side read/write splitting solution to replace Atlas, detailing its background, routing core, method‑level control, dynamic data source management, performance gains, and providing code examples for implementation.

AtlasRead-Write SplittingRobustdb
0 likes · 17 min read
How Robustdb Enables Client‑Side Read/Write Splitting Beyond Atlas
dbaplus Community
dbaplus Community
Jul 22, 2022 · Databases

Why MongoDB Is Adding Native Analytics and What It Means for Developers

The article examines MongoDB’s evolution toward built‑in analytics, detailing new features like native search, time‑series support, change streams, Atlas analytics nodes, and the upcoming Atlas SQL interface, while arguing that these capabilities aim to empower developers rather than replace dedicated data‑warehouse solutions.

AnalyticsAtlasHTAP
0 likes · 10 min read
Why MongoDB Is Adding Native Analytics and What It Means for Developers
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 18, 2017 · Mobile Development

Inside Alibaba’s Android Salon: Atlas Framework, Android O Insights & Future Trends

On June 17 in Hangzhou, Alibaba partnered with Huawei and the Android Green Alliance to host an Android developer salon where experts presented the Atlas containerization framework, discussed Android O features, Kotlin adoption, AR/VR and AI impacts, and explored future trends and green, secure mobile app standards.

AndroidAndroid OAtlas
0 likes · 6 min read
Inside Alibaba’s Android Salon: Atlas Framework, Android O Insights & Future Trends
Art of Distributed System Architecture Design
Art of Distributed System Architecture Design
Jul 6, 2015 · Operations

Design and Implementation of a Two‑Node High Availability Architecture Using Keepalived, Nginx, MySQL, and Atlas

This article describes a complete two‑machine high‑availability solution that uses keepalived to manage virtual IPs, Nginx for load‑balancing, MySQL GTID replication with Atlas as a proxy, and detailed configuration and fail‑over testing steps to ensure seamless service continuity.

AtlasKeepalivedLinux
0 likes · 16 min read
Design and Implementation of a Two‑Node High Availability Architecture Using Keepalived, Nginx, MySQL, and Atlas