Tagged articles

shopping agents

2 articles · Page 1 of 1
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Oct 11, 2026 · Industry Insights

AI Claims to 'Understand You' But Can't Sell a Ready-to-Use Quilt

The author contrasts a frustrating quilt purchase on JD.com — where core and cover are separate SKUs and service insists on separate orders — with Taobao's bundled, temperature-rated options, arguing e-commerce organizes by warehouse SKUs not user intent, and proposes AI should bundle products, translate specs to human context, surface defects proactively, and shift from product recommendations to scenario-based answers.

AI in retaile-commerce UXintent recognition
0 likes · 9 min read
AI Claims to 'Understand You' But Can't Sell a Ready-to-Use Quilt
Alibaba International Intelligent Technology
Alibaba International Intelligent Technology
Nov 21, 2025 · Artificial Intelligence

ShoppingBench: AAAI'26 Benchmark for Shopping Agents in Real‑World E‑Commerce

The paper presents ShoppingBench, a large‑scale e‑commerce benchmark built on a 2.5 million‑product virtual sandbox, evaluates 17 LLM agents (with GPT‑4.1 achieving under 50 % success), and introduces ORM‑Virtual environment, scalable data synthesis, trajectory distillation and RL to train a lightweight model that rivals GPT‑4.1, now deployed in LazzieChat.

Agentic AIData SynthesisE-commerce
0 likes · 12 min read
ShoppingBench: AAAI'26 Benchmark for Shopping Agents in Real‑World E‑Commerce