LLM

Translate the following blog post title into English, concise and natural. Return plain text only without quotes.

ChatGPT Atlas 发布,AI 浏览器大乱斗...

AI browsers

Translate the following blog post title into English, concise and natural. Return plain text only without quotes. ChatGPT Atlas 发布,AI 浏览器大乱斗...

# AI Browsers: When LLM Companies Step In 原创 lencx · 2025-10-22 07:00 · 上海 --- ## Overview Large Language Model (LLM) companies are making moves into the **AI browser** space. From new entrants like **Dia**[1], **Comet**[2], and **ChatGPT Atlas**[3], to established browsers like **Chrome** and **Edge** (which now feature

By Honghao Wang
Open Source Today (2025-10-17): Facebook Releases MobileLLM-Pro with 128k Long Context Window and Outstanding Cross-Task Generalization

LLM

Open Source Today (2025-10-17): Facebook Releases MobileLLM-Pro with 128k Long Context Window and Outstanding Cross-Task Generalization

Daily Discovery of Latest LLMs Date: 2025-10-17 · Location: Hong Kong, China --- 📋 Overview Base Language Model: MobileLLM-Pro Markdown Model: Nanonets-OCR2 Multimodal Model: Home-cooked Mistral Small Omni Chat Interface Project: chat-ui Document AI Engine: PaddleOCR Optimization Method: EPO --- 🏆 Base Models ① MobileLLM-Pro Description: MobileLLM-Pro is part of the MobileLLM series with

By Honghao Wang
10,000-Word Guide: Technical Principles and Implementation of Structured Output in Large Language Models

structured output

10,000-Word Guide: Technical Principles and Implementation of Structured Output in Large Language Models

# Alibaba Insights **Advanced Guide to Structured Output in Large Language Models (LLMs)** --- This article explores the **technological evolution**, **core methodologies**, and **future trends** in generating structured outputs with LLMs. It is designed to help engineers, researchers, and AI practitioners build reliable, machine-readable outputs for scalable applications. --- ## Overview Traditionally,

By Honghao Wang
Peking University & Zuoyebang Team Propose New Text-to-SQL Framework Interactive-T2S, Tackling Wide-Table Processing and Low-Resource Alignment Challenges

Text-to-SQL

Peking University & Zuoyebang Team Propose New Text-to-SQL Framework Interactive-T2S, Tackling Wide-Table Processing and Low-Resource Alignment Challenges

Transforming LLMs into Intelligent Multi-Turn Database Agents Instead of using a Large Language Model (LLM) as a one-shot translator that generates complete SQL code, this research turns it into an interactive, multi-round agent capable of iterative problem-solving with a database. This work, jointly developed by Peking University and Zuoyebang Education

By Honghao Wang
Top Conference | Peking University & Zuoyebang Team Propose New Text-to-SQL Framework Interactive-T2S, Tackling Wide Table Processing and Low-Resource Alignment Challenges

Text-to-SQL

Top Conference | Peking University & Zuoyebang Team Propose New Text-to-SQL Framework Interactive-T2S, Tackling Wide Table Processing and Low-Resource Alignment Challenges

2025-10-10 13:31 — Beijing The Wide-Table Challenge in Text-to-SQL Has Been Solved --- Introduction Text-to-SQL has long been seen as the key technology enabling everyday users to converse with databases. Ideal vision: A user types a single sentence, and the system generates a correct SQL query to retrieve the desired

By Honghao Wang