Tagged articles

Quality Evaluation

5 articles · Page 1 of 1

Jul 12, 2026 · Artificial Intelligence

Building a Full-Agent Observability and Quality Evaluation System: From Data Collection to the Data Flywheel

This article presents a comprehensive, engineering‑focused practice for observing and evaluating large‑model agents, covering new data‑collection challenges, a three‑layer observability architecture, offline and online testing pipelines, quality‑gate mechanisms, and a self‑reinforcing data flywheel that continuously improves performance, cost, and safety.

AIOpsAgentData Flywheel

0 likes · 18 min read

Building a Full-Agent Observability and Quality Evaluation System: From Data Collection to the Data Flywheel

Meituan Technology Team

Jun 18, 2026 · Artificial Intelligence

Meituan’s End‑to‑End AIGC Poster Generation: The Generate‑Edit‑Judge System

The article details Meituan’s AIGC poster‑creation pipeline, which tackles design‑resource scarcity, rapid turnaround, and quality control by integrating three open‑source models—PosterCraft for end‑to‑end generation, PosterOmni for unified multi‑task editing, and PosterReward for automated quality assessment—forming a self‑evolving generate‑edit‑judge loop.

AIGCMeituanMulti-Task Learning

0 likes · 27 min read

Meituan’s End‑to‑End AIGC Poster Generation: The Generate‑Edit‑Judge System

Alibaba Cloud Developer

Mar 4, 2026 · Artificial Intelligence

Turning R&D Support into Scalable AI Agents: A Blueprint for Operable Knowledge

This article details how a fragmented, experience‑driven R&D support workflow was transformed into a sustainable, AI‑powered agent system by abstracting frequent queries into business Q&A and diagnostic capabilities, designing a four‑layer architecture, iterating prompt‑based implementations, and establishing a quality‑scored feedback loop for continuous improvement.

AIKnowledge ManagementQuality Evaluation

0 likes · 26 min read

Turning R&D Support into Scalable AI Agents: A Blueprint for Operable Knowledge

HelloTech

Oct 19, 2022 · Artificial Intelligence

Intelligent Creative System: Types, Quality Evaluation, Generation Models, and Optimization

The Intelligent Creative System defines advertising creatives across formats, evaluates image and text quality using reference‑based metrics and models like DeepBIQ, generates multimodal ads via GANs and Transformers, and selects optimal variants through bandit‑based CTR prediction and multimodal fusion, enabling scalable, data‑driven creative production.

AIBandit ModelGaN

0 likes · 10 min read

Intelligent Creative System: Types, Quality Evaluation, Generation Models, and Optimization

58UXD

Mar 17, 2022 · R&D Management

How VR Is Revolutionizing Used Car Shopping and Shooting Tool Design

This article explores the growing maturity of VR technology in the booming metaverse era, detailing its advantages for used‑car sales, the construction of a VR quality evaluation system, and the design strategies for shooting tools that ensure realistic, vivid, and efficient virtual car experiences.

Quality EvaluationVRcase study

0 likes · 9 min read

How VR Is Revolutionizing Used Car Shopping and Shooting Tool Design