#Scalability
16 articles with this tag

Uber's DeepETT Boosts Traffic Forecasts
Uber's DeepETT system revolutionizes traffic forecasting with deep learning, boosting accuracy and handling 2 million predictions per second.

DeepMind's Scale: How Agents Run at Google
Google DeepMind's KP Sawhney and Ian Ballantyne reveal how they run AI agents at scale, discussing the architecture, tools, and challenges involved in managing complex automated tasks.
58 Million Keys: The HashMap Freeze
A HashMap resize at 58.7 million keys triggered a 15-second freeze on LinkedIn's Feed platform due to kernel lock contention. Pre-allocation fixed it.
LinkedIn Overhauls Log Storage
LinkedIn replaces its Kafka log storage with Northguard and Xinfra for improved scalability and operability to handle over 1.2 billion members.

Claude Agents Get Cloudflare Boost
Cloudflare and Anthropic partner to offer enhanced security, control, and scalability for Claude Managed Agents, decoupling AI agent logic from execution infrastructure.
Scaling Agent Collaboration via Recursion
RecursiveMAS scales agent collaboration via a unified latent-space recursive computation, achieving significant accuracy gains with improved efficiency.

GitHub Battles Outages Amid AI Boom
GitHub faces massive infrastructure challenges due to the rapid adoption of AI-powered agentic development workflows, leading to recent outages and a push for 30X scalability.

Google Quantum AI buys startup to scale its quantum chips

Digital Minds: The Uncapped Potential of Scaled Leadership

Building Robust AI Agents: Temporal’s Orchestration Imperative

AI's New Horizon: Architecture and Curation

Federated Learning Boosts Fraud Detection on AWS SageMaker

François Chollet on Why Scaling Is Not the Path to AGI
Chollet and his team are building a "lifelong-learning, self-improving, DL-guided program synthesis engine"
François Chollet on Why Scaling Is Not the Path to AGI
Intelligence is a process, not a skill. Attributing intelligence to a crystallized behavior program is a category error, a fundamental misunderstanding that...

AI Agents Are the Cure for DevOps' Chronic Heart Attacks
The future of DevOps and SRE: Traversal’s AI Agents achieves over 90% accuracy, providing answers within two to four minutes, dramatically reducing in Mean Time To Resolution (MTTR).