Browsing: LLMs

Keane Lucas, Aengus Lynch, Luna Tong, Luke Champine, Zygi Straznickas, Dino Distefano, Harshikaa Agrawal Evyatar Ben Asher, Ava Howell, Sami Jawhar, Chris Rohlf, Nickolai Zeldovich Nicholas Carlini, Rajashree Agrawal, Jason Gross

LLMs Ledger has launched a free platform to help website owners create, validate, and monitor llms.txt files as AI search adoption expands. The service identifies broken files, tracks changes, and helps businesses maintain accessible website information for AI assistants.

They don’t separate the ad campaign from the investor documents. Put a question about a retailer to one of them and it pulls from the company’s site, product pages, press coverage and financial filings with little regard for who wrote what. For marketers, that widens the brand to every word about the company, much of…

AI Overviews now appear at the top of a growing share of queries, and a meaningful portion of your audience asks AI Mode, ChatGPT, Claude, or Gemini instead of scrolling through search results. Rankings and clicks still matter, but they capture less of how people find and evaluate brands than they used to.

YouTube has long been the platform people go to learn how to do things. Now it seems AI systems are increasingly sending them there too.

Aug. 21, 2026 — Large language models (LLMs) are rapidly becoming capable of acting as ​“AI scientists,” helping manage many stages of the research process — from experiment design and data analysis to interpreting results and drafting publications. As these systems take on larger roles in scientific discovery, ensuring their reliability and security becomes increasingly important.