Google On Serving Markdown Pages To LLM Crawlers

Google's John Mueller responded to a question on the pros and cons of serving raw markdown pages to LLM crawlers and bots.

Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...
WMUR

WMUR Weather Text Forecast

Bright and seasonably chilly through the end of the work week. The next chance of light snow comes in on Saturday. We're also tracking another blast of arctic air arriving this weekend. Wind chills on ...
Security Boulevard

Why Moltbook Changes the Enterprise Security Conversation

For several years, enterprise security teams have concentrated on a well-established range of risks, including users clicking potentially harmful links, employees uploading data to SaaS applications, ...
腾讯网

用 PyTorch 实现 LLM-JEPA：不预测 token，预测嵌入

点击上方“Deephub Imba”,关注公众号,好文章不错过 !这篇文章从头实现 LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures。需要说明的是，这里写的是一个简洁的最小化训练脚本，目标是了解 JEPA 的本质：对同一文本创建两个视图，预测被遮蔽片段的嵌入，用表示对齐损失来训练。本文的目标是 ...