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PMTalk Product Manager Community
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PMTalk Product Manager Community

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.

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Recent Articles

Latest from PMTalk Product Manager Community

100 recent articles max
PMTalk Product Manager Community
PMTalk Product Manager Community
Aug 23, 2026 · Product Management

What Exactly Are a Product Manager’s Core Capabilities?

The article argues that a product manager’s core competence lies not in surface skills like requirement analysis, but in three deeper abilities: cultivated taste, the capacity to read human, social, and business contexts, and a blend of imagination, judgment, and interdisciplinary thinking that together drive breakthrough products.

ImaginationInterdisciplinary ThinkingProduct Management
0 likes · 4 min read
What Exactly Are a Product Manager’s Core Capabilities?
PMTalk Product Manager Community
PMTalk Product Manager Community
Aug 22, 2026 · Product Management

Winning in the AI Product Era: The Four Discriminative Skills That Matter

The article argues that as AI lowers the barrier to building products, success now hinges on product "taste"—the ability to judge what to build, what adds value, what feels right, and what users will actually pay for—explained through historical analogies, concrete AI‑product examples, and a step‑by‑step training framework.

AI EraAI Product Managementdiscriminative skills
0 likes · 24 min read
Winning in the AI Product Era: The Four Discriminative Skills That Matter
PMTalk Product Manager Community
PMTalk Product Manager Community
Aug 20, 2026 · Product Management

Why AI Product Managers Must Shift from Feature Design to Managing Uncertainty

The article argues that traditional product design, which turns vague requirements into fixed features, no longer works for AI products whose behavior is probabilistic, and outlines how AI product managers should focus on designing manageable uncertainty through clear boundaries, robust evaluation, and closed‑loop feedback.

AI Product ManagementEvaluation Metricsclosed-loop feedback
0 likes · 10 min read
Why AI Product Managers Must Shift from Feature Design to Managing Uncertainty
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 31, 2026 · Product Management

When AI Generates Prototypes Instantly, How Product Managers Must Evolve

AI can produce multi‑page prototypes in minutes, but this speed pushes product managers to focus on rigorous evaluation—assessing business logic, user flow, visual clarity, and interaction efficiency—using design principles like proximity, alignment, repetition, contrast, and a nine‑point checklist to ensure quality.

AIChecklistProduct Management
0 likes · 10 min read
When AI Generates Prototypes Instantly, How Product Managers Must Evolve
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 27, 2026 · Artificial Intelligence

Why Your AI Skill Falls Short and How to Refine It in Three Real‑World Scenarios

The article explains why many AI Skills are unreliable, identifies three common failure patterns, and provides concrete scenario‑based refinements for product managers, designers, and operators, along with practical checklists and management tips to turn a draft Skill into a stable, reusable workflow.

AIDesign ReviewProduct Management
0 likes · 19 min read
Why Your AI Skill Falls Short and How to Refine It in Three Real‑World Scenarios
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 27, 2026 · Product Management

Why Traditional PRDs Are Obsolete in the AI Era—and How SPEC Docs Supercharge Development

In the AI era, product managers find that AI‑generated PRDs often miss critical boundaries and cause rework, prompting a shift to SPEC‑driven documentation that speaks directly to AI, dramatically improves efficiency, and refocuses the PM role on judgment rather than mere expression.

AIDesign by ContractProduct Management
0 likes · 16 min read
Why Traditional PRDs Are Obsolete in the AI Era—and How SPEC Docs Supercharge Development
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 26, 2026 · Artificial Intelligence

Three Practical Ways to Turn Your Experience into an AI Skill Workflow

The article outlines three concrete methods for converting existing results, repeated tasks, or documented SOPs into reusable AI Skills, provides a universal skill template, explains where to store skill files, and showcases four ready‑to‑use skill examples, helping teams build stable, repeatable AI workflows.

AI workflowPrompt reuseSkill Engineering
0 likes · 14 min read
Three Practical Ways to Turn Your Experience into an AI Skill Workflow
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 26, 2026 · Artificial Intelligence

Why GPT‑Live Feels Like a Real Person: In‑Depth Look at the Evolution from Cascaded to Full‑Duplex Voice AI

The article dissects GPT‑Live’s lifelike voice experience, explaining how the shift from a serial cascaded pipeline to a full‑duplex architecture, advanced round‑turn management, and task‑delegation mechanisms together eliminate latency, preserve conversational nuance, and raise new safety and product‑design challenges.

AI safetyGPT‑Livefull-duplex
0 likes · 26 min read
Why GPT‑Live Feels Like a Real Person: In‑Depth Look at the Evolution from Cascaded to Full‑Duplex Voice AI