LLMs & GenAI - ML Digest

Stagehand: Building Reliable, AI-Assisted Browser Automation

A browser UI is a moving target. A button label changes, a modal appears, or a CSS selector is refactored, […]

Browsers are where a surprising amount of real work still happens: searching for a supplier, checking a dashboard, entering a

Imagine asking a librarian for one page that proves a claim. The librarian first runs through the whole building and

Chunking is the process of splitting source documents into smaller pieces before they are embedded and stored in a vector

Ask a friend a hard question, like “How did the failure of Silicon Valley Bank compare to the 2008 financial

Document ingestion is the first mile of a Retrieval-Augmented Generation (RAG) system. Before retrieval, chunking, or embedding can work, raw

Retrieval-augmented generation (RAG) promises answers grounded in an external knowledge base. In practice, an answer can be wrong because the

Imagine you are fixing a restaurant order pipeline. A customer says, “My order is wrong.” That sentence alone does not

Think of four analysts preparing for an executive meeting. One analyst brings nothing and relies on memory. Another crams all

AI agents are often used where a script, workflow, or simpler model would do the job better. If the task

Imagine you are hiring a new employee who will have access to your email, your calendar, your code repositories, and

Imagine two researchers working side by side at the same desk. The first one searches for answers by scanning text