# The Lambda Deep Learning Blog

**In high-frequency trading data, noise isn't the problem. Assumptions are.**  
Lambda recently teamed with Hudson River Trading (HRT), one of the most respected quantitative trading firms in the world, to power their trading research and ...

**Your coding harness shouldn't be a black box**  
New models ship every day, both open and closed. The harness you run them through decides how much of that capability you actually get. Depending on the ...

**One photo in. A full 3D scene out.**  
Point a camera at a room. Get back a complete, editable 3D model of everything in it: the sofa, the table, the chairs, each one a clean mesh you can rotate, ...

**Why your Kubernetes scheduler can't handle AI workloads**  
Imagine this scenario: You have a distributed training job with 16 worker pods, each requesting 1 GPU. 4 GPUs are currently available. The default Kubernetes ...

**GLM 5.2: a new rise of open-weight agentic models**  
On June 16th, Z.ai released GLM 5.2, its latest flagship model. At the time of announcement, it advertised scores at or near Anthropic and OpenAI's models, and ...

**Lambda’s keynote at the ALVR workshop co-located with ACL 2026**  
On July 3, Lambda's research team delivers a keynote at the Advances in Language and Vision Research (ALVR) workshop, co-located with ACL 2026 in San Diego.

**What happens when Claude Code gets an experiment tracker**  
At CVPR 2026, Lambda ran a live demo for two and a half days: Claude Code teaching Google's Gemma 4 to play a Tetris-like game. Claude Code started with a ...

**We’re entering the age of large-scale synthetic data**  
To humans, the internet feels infinite, a vast, ever-expanding space of knowledge. To learning systems, it’s starting to look finite. A place where genuinely ...

**MLPerf Training v6.0: Lambda delivers fastest LLM training on NVIDIA GB300 NVL72 and fastest MoE training on NVIDIA HGX B200**  
Lambda’s GB300 NVL72 Llama 3.1 8B MLPerf Training v6.0 submission improved performance by 18.7% over Lambda’s previous result, achieving the fastest ...

**Building at the speed of research: Lambda at CVPR 2026**  
Every year, CVPR draws the researchers defining what AI can see, understand, and act on. This year in Denver, more than 9,000 attendees showed up with over ...

**How Kodiak trains the brain behind 28 driverless trucks**  
Twenty-eight trucks, and no humans in the cab. As of March 31, 2026, Kodiak's autonomous driving system, the Kodiak Driver, runs commercial freight on public ...

**Introducing workspaces for Lambda Cloud**  
Lambda workspaces help teams organize cloud resources, control access, and separate dev, staging, and production in shared GPU environments. A junior ...

**Unbox one of NVIDIA's first co-packaged optics switches with us. See why we bet on CPO early.**  
When we design large GPU clusters, the network is no longer a background system. It's part of the compute envelope. At the 800G and NVIDIA GB300 NVL72 scale, ...

**DeepSeek V4: the most expected open-source model ever released, and the quietest landing**  
After 15 months of incremental updates, leaks, and rumored leaks, DeepSeek released version 4. It arrived without the fanfare R1 and R1-preview commanded in ...

**Lambda Bare Metal Instances: full hardware control with API-driven operations**  
The unit of AI compute has shifted from single hosts to rack-scale systems that integrate NVIDIA GPUs, CPUs, scale-up networking fabrics, and liquid cooling, ...