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intent understanding

3 articles · Page 1 of 1
21CTO
21CTO
Oct 1, 2026 · Artificial Intelligence

Meta CTO: AI Shifts from Direct Manipulation to Intent Understanding, AGI Still Far Off

Meta CTO Andrew Bosworth argues AI is shifting from direct manipulation to intent understanding, emphasizes interaction quality over benchmark scores, details Muse's design including visual avatars and counter-arguments, describes private processing with trusted execution environments, expresses skepticism about near-term AGI and AI consciousness, and supports open-source AI with distilled models like Muse Glimmer.

AGI skepticismAI interactionAndrew Bosworth
0 likes · 10 min read
Meta CTO: AI Shifts from Direct Manipulation to Intent Understanding, AGI Still Far Off
Zhuanzhuan Tech
Zhuanzhuan Tech
Sep 17, 2025 · Artificial Intelligence

LLM‑Powered Intent Understanding, RAG QA, and Knowledge Base Maintenance for Recycling

This article details how Zhuanzhuan leverages large language models to enhance on‑site device inspection through a three‑stage pipeline—intent understanding, retrieval‑augmented generation QA, and automated knowledge‑base upkeep—highlighting technical innovations, workflow integration, and the resulting operational benefits.

AIKnowledge BaseLLM
0 likes · 14 min read
LLM‑Powered Intent Understanding, RAG QA, and Knowledge Base Maintenance for Recycling
DataFunTalk
DataFunTalk
May 31, 2019 · Artificial Intelligence

Intelligent Customer Service at Meituan: Dialogue Framework, Intent Understanding, Knowledge Discovery, and Emotion Recognition

Meituan's intelligent customer service leverages a dialogue interaction framework with machine‑learning‑driven intent mining, understanding, emotion detection, dialogue management, knowledge discovery, and multi‑task learning to handle both simple QA and complex multi‑turn tasks across its diverse service ecosystem.

AICustomer ServiceEmotion Recognition
0 likes · 16 min read
Intelligent Customer Service at Meituan: Dialogue Framework, Intent Understanding, Knowledge Discovery, and Emotion Recognition