Tag

#optimization

43 articles

Meta AI Open-Sources Rebalancer: A C++ Assignment Solver That Runs About 40 Million Placement Problems a Day

Learn how to install and use Meta's open-sourced Rebalancer library to solve assignment problems and optimize server shard placement.

Oct 616

Google Deepmind's Dream-RSI helps AI agents improve by “dreaming” about past attempts

Learn how to implement a simplified version of Google DeepMind's Dream-RSI technique, which allows AI agents to improve by analyzing past attempts and generating new strategies without expensive recomputation.

Sep 1940

tech

MG Ship adds AI route optimisation as logistics returns accelerate

MG Ship introduces an AI-powered route optimisation module to help logistics operators reduce costs and improve efficiency in global trade.

Sep 763

Meta FAIR Introduces AI Research Preference Models (RPMs): Ranking ML Experiments Before Spending GPU Hours

This explainer introduces AI Research Preference Models (RPMs), advanced systems that rank machine learning experiments before execution to optimize resource use and accelerate research outcomes.

Sep 687

OneRail uses Nvidia AI for real-time last-mile delivery optimisation

Learn to build a basic AI-powered delivery optimization system that selects the most cost-effective delivery methods for orders, similar to OneRail's OmniSTAR platform.

Sep 334

tech

Nvidia’s AI advantage is moving beyond the GPU

Learn how to build a simulation of smart traffic control in AI data centers that optimizes resource usage beyond traditional GPU computing.

Aug 2973

An Anthropic researcher just gave us a peek at self-improving AI

This article explains how automated AI systems can self-improve their alignment without sacrificing general capabilities, a breakthrough in AI safety research.

Aug 2847

Accelerating Transformer Training with NVIDIA Transformer Engine, Fused Kernels, BF16, FP8, and GPU Benchmarking

Learn to accelerate transformer training using NVIDIA's Transformer Engine with fused kernels, FP8, and BF16 optimizations in PyTorch.

Aug 188

tech

LinkedIn Won’t Be Expanding Its Data Centers in the Next Year

LinkedIn has decided against expanding its data centers in the next year, instead focusing on maximizing existing GPU resources. The move reflects a broader industry trend toward sustainable AI growth and efficient resource management.

Jul 3066

tech

How much RAM does your phone really need in 2026?

Learn how to check and optimize your phone's RAM usage with simple tools and methods that anyone can follow.

Jul 2877

Why China is giving away its best AI models

This explainer examines how China's Moonshot AI has developed highly efficient AI models like Kimi K3 that outperform traditional systems at a fraction of the cost, exploring the advanced techniques behind model optimization and their implications for the global AI landscape.

Jul 2745

tech

Nvidia rival Etched doubles its value to $10.3B in seven months

Learn how to build and optimize AI inference pipelines using TensorFlow, mimicking the specialized approach of companies like Etched in the chip industry.

Jul 2349