One of China's top product manager communities, gathering 210,000 product managers, operations specialists, designers and other internet professionals; over 800 leading product experts nationwide are signed authors; hosts more than 70 product and growth events each year; all the product manager knowledge you want is right here.
In the AI era, product managers waste about 2.5 hours daily sifting through endless reports, but by using advanced AI tools to deconstruct and reassemble content, they can cut reading time to 30 minutes, boost efficiency tenfold, and focus on strategic thinking.
GPT‑5.4 shifts AI from a conversational assistant to an executor that can control a computer, handle a million‑token context, and work inside Excel, offering product managers new automation scenarios while exposing token‑digestion limits, coding trade‑offs, reliability concerns, and higher pricing that must be carefully evaluated.
This guide walks you through a complete AI‑assisted article‑writing workflow—from defining goals and preparing materials, through step‑by‑step prompting, drafting, polishing, and final human review—to produce high‑quality content while avoiding common pitfalls and ensuring compliance with platform policies.
After a client demo revealed that using Slack chats to coordinate three AI agents cannot scale to dozens, the author argues that instant‑messaging is only a gateway, proposes a four‑layer ICSE architecture (Intent‑Control‑Service‑Event), outlines governance policies, and maps new product opportunities for PMs in the multi‑agent era.
Amid rapid AI growth, the 2026 AI product manager job market expands with salaries ranging from 200k to over 500k RMB, and this article evaluates five recruitment apps—ranking them by coverage, AI matching, cost, and security—to help candidates and firms choose the most effective platform.
The article analyses why using instant‑messaging groups to orchestrate multiple AI agents cannot scale to dozens or hundreds of agents, proposes a four‑layer ICSE architecture, compares three agent‑to‑agent communication models, and outlines the new governance, design, and roadmap responsibilities that product managers will need to master.
The article analyzes why large language models still lack physical understanding, defines world models as agents that can represent, predict, and act in the real world, examines technical bottlenecks, emerging research routes, and industry implications, and argues that world models are the essential bridge to AGI.
The article examines how AI’s transition to a core infrastructure reshapes the AI product manager role, citing a 42% drop in job openings but a 35% salary rise for senior experts, and offers a decision‑matrix, three‑layer capability model, cost‑control tactics, and actionable methods for thriving in 2026.
This article walks through a real‑world AI‑driven image generation system for cross‑border e‑commerce, detailing business pain points, stakeholder analysis, technical selection, MVP scope, architecture decisions, metric funnels, gray‑release strategy, and continuous evolution that cut per‑image cost to under ¥0.5 and delivery time to one minute.
The article outlines practical guidelines for product teams on when to begin AI‑assisted prototyping, covering three "don't" and three "must" principles, a four‑dimensional tool selection method, a three‑stage AI workflow, and why product managers remain essential, backed by real‑world case studies and metrics.
