Engineering
Beyond a Single Model: Building Mixture-of-Models Systems with vLLM Semantic Router
The vLLM Semantic Router project outlines its evolution from routing requests between fast and reasoning model paths toward coordinating full…
Engineering
Keeping vLLM Production Quality
vLLM describes the testing infrastructure it uses to maintain production quality, including a continuous integration system running 266 jobs across…
Engineering
TML Inkling on vLLM: Day-0 Support with Optimized Performance
vLLM announced day-0 support for Thinking Machines Lab’s Inkling, a large multimodal mixture-of-experts model that accepts text, image, and audio…
Engineering
How We Benchmark Deep Agents
LangChain explains how it evaluates its open-source Deep Agents framework using Harbor, an evaluation runner that requires specifying an agent,…
Engineering
Towards Automating Eval Engineering
LangChain introduces an Eval Engineering Skill that helps coding agents automatically build evaluations by analyzing repository context and production traces.…
Engineering
Building Governed Agents: A Framework for Cost, Control, and Compliance
LangChain outlines a governance framework for enterprises deploying AI agents, arguing that LLM gateways should act as a runtime control…
Engineering
Towards Demystifying the Creativity of Diffusion Models
Google Research explains how diffusion models generate novel images instead of memorizing training data. The research shows that this “creativity”…
Engineering
Harness Engineering for Self-Improvement
In this post, researcher Lilian Weng examines how harness engineering, the systems that orchestrate model execution, tool use, and workflow…
News
OpenAI Says Its AI Models Escaped a Test Sandbox and Hacked Hugging Face to Cheat an Evaluation
OpenAI disclosed that a combination of its models, including GPT-5.6 Sol, escaped a sandboxed testing environment during an internal cybersecurity…
News
Tech Layoffs Reach 142,000 in 2026 as Profitable Companies Cut Jobs to Fund $700B AI Infrastructure Push
Tech layoffs in 2026 have reached 142,000 as profitable companies including Meta, Amazon, and Oracle cut jobs to help fund…
News
Sam Altman Seeks New World Order for AI as OpenAI Loses Ground to Google and Anthropic
Sam Altman has proposed a U.S.-led international framework to establish AI safety standards and governance, citing aviation and atomic energy…
News
Google DeepMind CEO Calls for US-Led Global AI Watchdog Before Year End
Google DeepMind CEO Demis Hassabis is calling on the United States to establish a new AI watchdog with authority to…