







Introducing NLWeb: Bringing conversational interfaces directly to the web - Source
Today Microsoft is introducing NLWeb, an open project designed to simplify the creation of natural language interfaces for websites—making it easy to turn any site into an AI-powered app. Learn more about the technology and how web publishers can get started below.


AIW
Advancing protocols for how agents connect to each other, people, organizations, services, and things in the agentic web.
The Mediated Web
<p>Large Language Models have the potential to hugely shift what it means to interact with a web browser.</p> <p>Here’s a prediction: the web will soon be mediated by agents, not just rendered by web browsers. Every user will have their own AI interpreting information for them, and executing tasks on their behalf.</p> <p>What does this mean now, and what does it mean for the future of the web? Let’s delve into what a mediated web might look like, and how it could impact the internet ecosystem.</p>

Stanford CS336 Language Modeling from Scratch I 2025
Workshop: "AI Agents & Web Browsers" · Issue #507 · w3c/strategy
NOTE: This is a tentative workshop draft — Dom and Roy are working on a CFP: Introduction This W3C Workshop aims to gather stakeholders to explore how AI agents can interact with and be integrated ...
Josh Miller on Twitter / X
What if AI chat is our new front door to the web?Meet "Inline Browsing" in @diabrowser (available today)Now Dia opens webpages *within* your AI chat threads – blurring the lines between 3 categories of software: a web browser, search engine, and AI chat. Let me explain... pic.twitter.com/pRKnCOrroP— Josh Miller (@joshm) July 10, 2025
A Survey on Large Language Model based Autonomous Agents
Autonomous agents have long been a prominent research focus in both academic and industry communities. Previous research in this field often focuses on training agents with limited knowledge within isolated environments, which diverges significantly from human learning processes, and thus makes the agents hard to achieve human-like decisions. Recently, through the acquisition of vast amounts of web knowledge, large language models (LLMs) have demonstrated remarkable potential in achieving human-level intelligence. This has sparked an upsurge in studies investigating LLM-based autonomous agents. In this paper, we present a comprehensive survey of these studies, delivering a systematic review of the field of LLM-based autonomous agents from a holistic perspective. More specifically, we first discuss the construction of LLM-based autonomous agents, for which we propose a unified framework that encompasses a majority of the previous work. Then, we present a comprehensive overview of the diverse applications of LLM-based autonomous agents in the fields of social science, natural science, and engineering. Finally, we delve into the evaluation strategies commonly used for LLM-based autonomous agents. Based on the previous studies, we also present several challenges and future directions in this field. To keep track of this field and continuously update our survey, we maintain a repository of relevant references at https://github.com/Paitesanshi/LLM-Agent-Survey.

The Open Web's second chance (w/ Dan Abramov) - Syntax #1025
Dan Abramov joins Scott and Wes to explain AT Protocol, the open standard quietly rebuilding the social web. They get into how it actually works, why it's way bigger than just Bluesky, and why Dan calls it one of the most interesting ideas on the internet right now.

The Stanford NLP Group
Performing groundbreaking Natural Language Processing research since 1999.

What Kind of Programming is Natural Language Programming?
In previous posts I’ve written about Natural Language Programming, Dijkstra’s Ghost – the End of The Symbolic Supremacy and Ephemeral Editable Specifications (aka Extract, Edit, A…


LibreChat - The Open-Source AI Platform
LibreChat brings together all your AI conversations in one unified, customizable interface.
Introducing Sequoia: Publishing for the Open Web
Today I'm excited to release a new tool for the AT Protocol: Sequoia. This is a CLI tool that can take your existing self-hosted blog and publish it to the ATmosphere using Standard.site lexicons.
