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Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context

Training large language models on long sequences has a well-known problem: attention is expensive. The scaled dot-product attention (SDPA) at the core of every transformer

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Recursive Language Models: An All-in-One Deep Dive

, you will learn what Recursive Language Models (RLMs) are, why they

How to Build Repository-Level Code Intelligence with Repowise Using Graph Analysis, Dead-Code Detection, Decisions, and AI Context

banner("§12 CLAUDE.md") sh("repowise generate-claude-md") md = TARGET / "CLAUDE.md" if md.exists(): print(md.read_text())

NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU

World models (systems that synthesize realistic video sequences from an initial image

How to Build an MCP Style Routed AI Agent System with Dynamic Tool Exposure Planning, Execution, and Context Injection

class RoutedAgent: def __init__(self, server: MCPToolServer, router: HybridMCPRouter, model: str): self.server =

Proxy-Pointer RAG — Structure-Aware Document Comparison at Enterprise Scale

the most important AI use cases of an enterprise today, document comparison

Why My Coding Assistant Started Replying in Korean When I Typed Chinese

. Primarily, I work with my coding assistant in Chinese. However, my

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