Inside Amazon's Trainium Lab - How It Beat NVIDIA
An exclusive TechCrunch tour of Amazon's Trainium chip lab reveals how AWS is training Claude for Anthropic and now holds an $138B commitment from OpenAI.
Infrastructure
AI Scrapers Are DDoSing Self-Hosted GitLab Servers
AI training crawlers from Anthropic, Google, and OVHcloud knocked a French national research institute's GitLab server offline for hours - nobody at CNRS's Institute of Complex Systems could work.
16 Open-Source RL Libraries, One Shared GPU Bottleneck
A Hugging Face survey of 16 open-source reinforcement learning libraries finds the entire ecosystem has converged on async disaggregated training to fix a single brutal bottleneck: GPU idle time during long rollouts.
Hugging Face Launches Storage Buckets for ML Artifacts
Hugging Face introduced Storage Buckets, mutable S3-like object storage built on Xet deduplication for ML checkpoints, logs, and artifacts - starting at $8/TB/month at volume.
NVIDIA NemoClaw: Enterprise AI Agents Without Lock-In
NVIDIA is preparing to launch NemoClaw, an open-source enterprise AI agent platform that runs on any hardware, with a formal reveal expected at GTC 2026 on March 16.
Claude Code Wipes Production Database in Terraform Mishap
An AI coding agent executed terraform destroy on a live course platform serving 100,000 students, obliterating the VPC, RDS database, and ECS cluster. AWS restored 1.94 million rows from a hidden snapshot after 24 hours.
