Machine Learning & Deep LearningMamba is a Selective State Space Model architecture introduced by Gu and Dao in 2023 that scales linearly with sequence length, addressing the Transformer's quadratic-attention bottleneck. Hybrid Mamba-Attention models like Qwen3.6 and Jamba ship in production today.
Machine Learning & Deep LearningSpeculative Decoding accelerates LLM inference 2-3x without changing the output distribution. A small draft model proposes tokens, the target model verifies them in a single forward pass, and only matching tokens are accepted. Standard in vLLM, TGI, and TensorRT-LLM.
Generative AI & LLMsQwen3 is Alibaba's flagship open-weight LLM family. The 2026 Qwen3.6 generation includes a 27B dense model under Apache 2.0 with frontier-class agentic coding scores, plus a 1-trillion-parameter MoE Max-Preview accessed via Alibaba Cloud Model Studio.
Generative AI & LLMsCodex CLI is OpenAI's open-source coding agent that runs in your terminal. Built in Rust, it pairs with frontier models like GPT-5.5 to read, modify, and execute code on your machine, making it a direct competitor to Anthropic's Claude Code.
Generative AI & LLMsThe Message Batches API is Anthropic's asynchronous batch processing endpoint for Claude that handles up to 100,000 requests per batch within 24 hours at a flat 50% discount on both input and output tokens compared to the standard Messages API.
Machine Learning & Deep LearningFlashAttention is Tri Dao's GPU-memory-aware attention algorithm delivering 2-4x speedup and long-context training. FA-3 reaches 75% of H100 FLOPS. Architecture, patterns, comparison.
Frameworks & LibrariesBrowser Use is an open-source Python library (79K+ stars) that lets LLM agents drive a real browser via natural language. Architecture, patterns, and Playwright comparison.
Machine Learning & Deep LearningvLLM is an open-source LLM serving engine using PagedAttention for near-100% GPU memory utilization and up to 24x throughput. Architecture, patterns, and TGI/TensorRT-LLM comparison.
Generative AI & LLMsSora 2 is OpenAI's second-generation video AI with 1080p output, synced audio, and 25-second clips. Architecture, pricing, and how it differs from Sora 1 and Veo 3.
APIs & SDKsThe Code Execution Tool is Anthropic's official Claude API tool that runs Python in a managed sandbox. Architecture, patterns, pricing, and how it differs from Bash Tool.
