How to Design an End-to-End Ansible Automation Lab with Playbooks, Inventories, Roles, Vault, Dynamic Inventory, and Custom Modules

In this tutorial, we build a complete Ansible lab that runs end-to-end in Google Colab or…

Liquid AI Releases LFM2.5-8B-A1B: An On-Device MoE Model With 8.3B Total and 1.5B Active Parameters

Liquid AI just shipped LFM2.5-8B-A1B. It is an on-device Mixture-of-Experts (MoE) model built for tool calling.…

Anthropic Ships Claude Opus 4.8 Alongside Dynamic Workflows and Cheaper Fast Mode, With Workflows Capped at 1,000 Subagents

Anthropic just launched Claude Opus 4.8. Also, there two Claude Code updates shipped with it. Dynamic…

Fertitta Entertainment strikes multibillion dollar deal to acquire Caesars operations

Fertitta Entertainment plans to buy Caesars Entertainment in an all-cash agreement valued at roughly $17.6 billion,…

Kalshi and Arizona regulators seek paused appeal while Ninth Circuit weighs cases

Kalshi and Arizona gaming regulators want the Ninth Circuit to slow down an appeal that could…

CFTC retreats from Gemini Bitcoin futures enforcement case amid controversy

The Commodity Futures Trading Commission (CFTC) and Gemini Trust Company are now jointly asking a federal…

Regulators accuse Google engineer of profiting through Polymarket insider trading scheme

Federal regulators say a Google software engineer secretly used internal company information to place highly successful…

Perplexity AI Open-Sources Unigram Tokenizer That Achieves 5x Lower p50 Latency Than Hugging Face tokenizers Crate

Perplexity AI’s research team reimplemented their Unigram tokenizer from scratch in Rust and open-sourced the code…

A Coding Guide to Implement a pgvector-Powered Semantic, Hybrid, Sparse, and Quantized Vector Search System

In this tutorial, we build a complete pgvector playground inside Google Colab and explore how PostgreSQL…

Sakana AI Proposes DiffusionBlocks: a Block-wise Training Framework That Converts Residual Networks into Independently Trainable Denoising Modules

Researchers from Sakana AI and the University of Tokyo propose DiffusionBlocks. It trains transformer-based networks one…

NVIDIA Releases Polar, a Token-Faithful Rollout Framework for GRPO Training Across Codex, Claude Code, and Qwen Code

Reinforcement learning for language agents is growing more complex. Agents now manage multi-turn tool use, long-running…

Justice Department contractor sentenced after gambling away government phone fraud proceeds

A former Department of Justice contractor who admitted stealing and reselling thousands of government-issued cell phones…